Create a Bitcoin transaction by hand - CodeProject

Financial Peak App – Scam Exposed? [Full Review]

Financial Peak App – Scam Exposed? [Full Review]

For instance, it's powered by great artificial intelligence technologies. Moreover, since it is in partnership with several top-level brokers who are both reputable plus well regulated, it ensures users a seamless experience. Financial Peak official website has top-grade encryption to ensure that the user’s knowledge remains safe and hence, it's thought-about to be a secure platform. Based mostly on these factors, it wouldn't be wrong to say that the Financial Peak is utterly legit and not a scam
.
https://preview.redd.it/0in4sv7if1o51.jpg?width=474&format=pjpg&auto=webp&s=f63cd8f63f5b866a562e878c3432a47c3b06c88e
Financial Peakranks among the top robots and is considered to have most of the characteristics of being a trustworthy and highly performing trading robot. Many factors made it potential for Financial Peak legit to receive such high ratings and accuracy. However, when we said that the Financial Peak platform is thought to have high accuracy in this Financial Peak review, it will not mean that it's risk-free.

If explained bluntly, then it suggests that that users can additionally lose their invested capital. Hence, if you're interested to speculate in Financial Peak software, then solely invest that abundant quantity which you can lose, just in case if things go wrong. For instance, 250 USD is a sensible starting amount for complete beginners. Once you get the knack of it, you'll gradually increase the amount. You'll be able to deposit on Financial Peak through debit or mastercard, major e-wallets, wire transfer, or maybe through crypto-wallets.

It is also value noticing that users can also create withdrawals with this robot, once they verify their ID through the underlying broker. Though there are risks involved, as the old saying goes you would like to risk something if you want to win something great. It is an IQ based mostly product and hence will have varying results for various folks. Hence, if you're ready and have made up your mind to start making cash with a money peak, then simply be a very little careful and you are smart to go!
Will one want any previous knowledge before operating with Financial Peak software?
The simplest half of Financial Peak is that for using it, one want not have any expertise too.
How aundant should be the beginning depositing amount?

The minimum deposit quantity that the Financial Peak app allows is 250 USD. Therefore, in case you are a whole beginner, it's best if you deposit the minimum amount only.
How a lot of profit can one earn with Financial Peak trading app?

Your earning potential with Financial Peak depends mainly on the trading conditions that you simply apply and additionally on how abundant amount you invested. So, the profits will be varyi
No, not at all. The Financial Peak app is terribly straightforward to use and is mostly automated. Moreover, there's additionally a trading guide which help you thru your entire trading journey

https://preview.redd.it/1f1yqlsjf1o51.png?width=768&format=png&auto=webp&s=1e3eb0b4edbc6548d9040419c82018ee86a65cc1
Fred Harris may be a author and performer who got involved in cryptocurrencies at the beginning of 2017 when he was hired to work at a Bitcoin-connected company. He's passionate regarding cryptocurrency, digital rights, IT, and tech and has been a zealous writer and follower of the crypto and blockchain space since 2015. He is specialized in machine learning, artificial intelligence, blockchain technology, and huge information.e

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Recently, a replacement trading software was added to the bitcoin investment trade. This software is called a Financial Peakand it is allegedly created by a company or organization called the International Council for Bitcoin.
There is also a letter offered on their web site which has been signed by somebody named David. This person claims to own earned over 1,000,000 as a result of investing in bitcoins. What’s very surprising regarding this letter is that David claims to own earned that big amount in simply one trade. If we put it in straightforward words, David became a millionaire overnight.

We tend to highly doubt that a trading system that has been launched recently can have such potential. To verify the details of this software and to determine its legitimacy, we have a tendency to conducted our own analysis and investigation.

https://www.financialpeak.net/
https://www.facebook.com/financialpeakapp/
https://www.facebook.com/events/256757605492718/
https://twitter.com/financialpeaks
https://www.instagram.com/financialpeak/
https://www.pinterest.co.uk/financialpeak/
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Meet Brock Pierce, the Presidential Candidate With Ties to Pedophiles Who Wants to End Human Trafficking

thedailybeast.com | Sep. 20, 2020.
The “Mighty Ducks” actor is running for president. He clears the air (sort of) to Tarpley Hitt about his ties to Jeffrey Epstein and more.
In the trailer for First Kid, the forgettable 1996 comedy about a Secret Service agent assigned to protect the president’s son, the title character, played by a teenage Brock Pierce, describes himself as “definitely the most powerful kid in the universe.” Now, the former child star is running to be the most powerful man in the world, as an Independent candidate for President of the United States.
Before First Kid, the Minnesota-born actor secured roles in a series of PG-rated comedies, playing a young Emilio Estevez in The Mighty Ducks, before graduating to smaller parts in movies like Problem Child 3: Junior in Love. When his screen time shrunk, Pierce retired from acting for a real executive role: co-founding the video production start-up Digital Entertainment Network (DEN) alongside businessman Marc Collins-Rector. At age 17, Pierce served as its vice president, taking in a base salary of $250,000.
DEN became “the poster child for dot-com excesses,” raising more than $60 million in seed investments and plotting a $75 million IPO. But it turned into a shorthand for something else when, in October of 1999, the three co-founders suddenly resigned. That month, a New Jersey man filed a lawsuit alleging Collins-Rector had molested him for three years beginning when he was 13 years old. The following summer, three teens filed a sexual-abuse lawsuit against Pierce, Collins-Rector, and their third co-founder, Chad Shackley. The plaintiffs later dropped their case against Pierce (he made a payment of $21,600 to one of their lawyers) and Shackley. But after a federal grand jury indicted Collins-Rector on criminal charges in 2000, the DEN founders left the country. When Interpol arrested them in 2002, they said they had confiscated “guns, machetes, and child pornography” from the trio’s beach villa in Spain.
While abroad, Pierce had pivoted to a new venture: Internet Gaming Entertainment, which sold virtual accessories in multiplayer online role-playing games to those desperate to pay, as one Wired reporter put it, “as much as $1,800 for an eight-piece suit of Skyshatter chain mail” rather than earn it in the games themselves. In 2005, a 25-year-old Pierce hired then-Goldman Sachs banker Steve Bannon—just before he would co-found Breitbart News. Two years later, after a World of Warcraft player sued the company for “diminishing” the fun of the game, Steve Bannon replaced Pierce as CEO.
Collins-Rector eventually pleaded guilty to eight charges of child enticement and registered as a sex offender. In the years that followed, Pierce waded into the gonzo economy of cryptocurrencies, where he overlapped more than once with Jeffrey Epstein, and counseled him on crypto. In that world, he founded Tether, a cryptocurrency that bills itself as a “stablecoin,” because its value is allegedly tied to the U.S. dollar, and the blockchain software company Block.one. Like his earlier businesses, Pierce’s crypto projects see-sawed between massive investments and curious deals. When Block.one announced a smart contract software called EOS.IO, the company raised $4 billion almost overnight, setting an all-time record before the product even launched. The Securities and Exchange Commission later fined the company $24 million for violating federal securities law. After John Oliver mocked the ordeal, calling Pierce a “sleepy, creepy cowboy,” Block.one fired him. Tether, meanwhile, is currently under investigation by the New York Attorney General for possible fraud.
On July 4, Pierce announced his candidacy for president. His campaign surrogates include a former Cambridge Analytica director and the singer Akon, who recently doubled down on developing an anonymously funded, $6 billion “Wakanda-like” metropolis in Senegal called Akon City. Pierce claims to be bipartisan, and from the 11 paragraphs on the “Policy” section of his website it can be hard to determine where he falls on the political spectrum. He supports legalizing marijuana and abolishing private prisons, but avoids the phrase “climate change.” He wants to end “human trafficking.” His proposal to end police brutality: body cams.
His political contributions tell a more one-sided story. Pierce’s sole Democratic contribution went to the short-lived congressional run of crypto candidate Brian Forde. The rest went to Republican campaigns like Marco Rubio, Rick Perry, John McCain, and the National Right to Life Political Action Committee. Last year alone, Pierce gave over $44,000 to the Republican National Committee and more than $55,000 to Trump’s re-election fund.
Pierce spoke to The Daily Beast from his tour bus and again over email. Those conversations have been combined and edited for clarity.
You’re announcing your presidential candidacy somewhat late, and historically, third-party candidates haven’t had the best luck with the executive office. If you don’t have a strong path to the White House, what do you want out of the race?
I announced on July 4, which I think is quite an auspicious date for an Independent candidate, hoping to bring independence to this country. There’s a lot of things that I can do. One is: I’m 39 years old. I turn 40 in November. So I’ve got time on my side. Whatever happens in this election cycle, I’m laying the groundwork for the future. The overall mission is to create a third major party—not another third party—a third major party in this country. I think that is what America needs most. George Washington in his closing address warned us about the threat of political parties. John Adams and the other founding fathers—their fear for our future was two political parties becoming dominant. And look at where we are. We were warned.
I believe, having studied systems, any time you have a system of two, what happens is those two things come together, like magnets. They come into collision, or they become polarized and become completely divided. I think we need to rise above partisan politics and find a path forward together. As Albert Einstein is quoted—I’m not sure the line came from him, but he’s quoted in many places—he said that the definition of insanity is making the same mistake or doing the same thing over and over and over again, expecting a different result. [Ed. note: Einstein never said this.] It feels like that’s what our election cycle is like. Half the country feels like they won, half the country feels like they lost, at least if they voted or participated.
Obviously, there’s another late-comer to the presidential race, and that’s Kanye West. He’s received a lot of flak for his candidacy, as he’s openly admitted to trying to siphon votes away from Joe Biden to ensure a Trump victory. Is that something you’re hoping to avoid or is that what you’re going for as well?
Oh no. This is a very serious campaign. Our campaign is very serious. You’ll notice I don’t say anything negative about either of the two major political candidates, because I think that’s one of the problems with our political system, instead of people getting on stage, talking about their visionary ideas, inspiring people, informing and educating, talking about problems, mentioning problems, talking about solutions, constructive criticism. That’s why I refuse to run a negative campaign. I am definitely not a spoiler. I’m into data, right? I’m a technologist. I’ve got digital DNA. So does most of our campaign team. We’ve got our finger on the pulse.
Most of my major Democratic contacts are really happy to see that we’re running in a red state like Wyoming. Kanye West’s home state is Wyoming. He’s not on the ballot in Wyoming I could say, in part, because he didn’t have Akon on his team. But I could also say that he probably didn’t want to be on the ballot in Wyoming because it’s a red state. He doesn’t want to take additional points in a state where he’s only running against Trump. But we’re on the ballot in Wyoming, and since we’re on the ballot in Wyoming I think it’s safe—more than safe, I think it’s evident—that we are not here to run as a spoiler for the benefit of Donald Trump.
In running for president, you’ve opened yourself up to be scrutinized from every angle going back to the beginning of your career. I wanted to ask you about your time at the Digital Entertainment Network. Can you tell me a little bit about how you started there? You became a vice president as a teenager. What were your qualifications and what was your job exactly?
Well, I was the co-founder. A lot of it was my idea. I had an idea that people would use the internet to watch videos, and we create content for the internet. The idea was basically YouTube and Hulu and Netflix. Anyone that was around in the ‘90s and has been around digital media since then, they all credit us as the creators of basically those ideas. I was just getting a message from the creator of The Vandals, the punk rock band, right before you called. He’s like, “Brock, looks like we’re going to get the Guinness Book of World Records for having created the first streaming television show.”
We did a lot of that stuff. We had 30 television shows. We had the top most prestigious institutions in the world as investors. The biggest names. High-net-worth investors like Terry Semel, who’s chairman and CEO of Warner Brothers, and became the CEO of Yahoo. I did all sorts of things. I helped sell $150,000 worth of advertising contracts to the CEOs of Pepsi and everything else. I was the face of the company, meeting all the major banks and everything else, selling the vision of what the future was.
You moved in with Marc Collins-Rector and Chad Shackley at a mansion in Encino. Was that the headquarters of the business?
All start-ups, they normally start out in your home. Because it’s just you. The company was first started out of Marc’s house, and it was probably there for the first two or three months, before the company got an office. That’s, like, how it is for all start-ups.
were later a co-defendant in the L.A. County case filed against Marc Collins-Rector for plying minors with alcohol and drugs, in order to facilitate sexual abuse. You were dropped from the case, but you settled with one of the men for $21,600. Can you explain that?
Okay, well, first of all, that’s not accurate. Two of the plaintiffs in that case asked me if I would be a plaintiff. Because I refused to be a part of the lawsuit, they chose to include me to discredit me, to make their case stronger. They also went and offered 50 percent of what they got to the house management—they went around and offered money to anyone to participate in this. They needed people to corroborate their story. Eventually, because I refused to participate in the lawsuit, they named me. Subsequently, all three of the plaintiffs apologized to me, in front of audiences, in front of many people, saying Brock never did anything. They dismissed their cases.
Remember, this is a civil thing. I’ve never been charged with a crime in my life. And the last plaintiff to have his case dismissed, he contacted his lawyer and said, “Dismiss this case against Brock. Brock never did anything. I just apologized. Dismiss his case.” And the lawyer said, “No. I won’t dismiss this case, I have all these out-of-pocket expenses, I refuse to file the paperwork unless you give me my out-of-pocket expenses.” And so the lawyer, I guess, had $21,000 in bills. So I paid his lawyer $21,000—not him, it was not a settlement. That was a payment to his lawyer for his out-of-pocket expenses. Out-of-pocket expenses so that he would file the paperwork to dismiss the case.
You’ve said the cases were unfounded, and the plaintiffs eventually apologized. But your boss, Marc Collins-Rector later pleaded guilty to eight charges of child enticement and registered as a sex offender. Were you aware of his behavior? How do you square the fact that later allegations proved to be true, but these ones were not?
Well, remember: I was 16 and 17 years old at the time? So, no. I don’t think Marc is the man they made him out to be. But Marc is not a person I would associate with today, and someone I haven’t associated with in a very long time. I was 16 and 17. I chose the wrong business partner. You live and you learn.
You’ve pointed out that you were underage when most of these allegations were said to take place. Did you ever feel like you were coerced or in over your head while working at DEN?
I mean, I was working 18 hours a day, doing things I’d never done before. It was business school. But I definitely learned a lot in building that company. We raised $88 million. We filed our [form] S-1 to go public. We were the hottest start-up in Los Angeles.
In 2000, you left the country with Marc Collins-Rector. Why did you leave? How did you spend those two years abroad?
I moved to Spain in 1999 for personal reasons. I spent those two years in Europe working on developing my businesses.
Interpol found you in 2002. The house where you were staying reportedly contained guns, machetes, and child pornography. Whose guns and child porn were those? Were you aware they were in the house, and how did those get there?
My lawyers have addressed this in 32 pages of documentation showing a complete absence of wrongdoing. Please refer to my webpage for more information.
[Ed. Note: The webpage does not mention guns, machetes, or child pornography. It does state:“It is true that when the local police arrested Collins-Rector in Spain in 2002 on an international warrant, Mr. Pierce was also taken into custody, but so was everyone at Collins-Rector’s house in Spain; and it is equally clear that Brock was promptly released, and no charges of any kind were ever filed against Brock concerning this matter.”]
What do you make of the allegations against Bryan Singer? [Ed. Note: Bryan Singer, a close friend of Collins-Rector, invested at least $50,000 in DEN. In an Atlantic article outlining Singer’s history of alleged sexual assault and statutory rape, one source claimed that at age 15, Collins-Rector abused him and introduced him to Singer, who then assaulted him in the DEN headquarters.]
I am aware of them and I support of all victims of sexual assault. I will let America’s justice system decide on Singer’s outcome.
In 2011, you spoke at the Mindshift conference supported by Jeffrey Epstein. At that point, he had already been convicted of soliciting prostitution from a minor. Why did you agree to speak?
I had never heard of Jeffrey Epstein. His name was not on the website. I was asked to speak at a conference alongside Nobel Prize winners. It was not a cryptocurrency conference, it was filled with Nobel Prize winners. I was asked to speak alongside Nobel Prize winners on the future of money. I speak at conferences historically, two to three times a week. I was like, “Nobel Prize winners? Sounds great. I’ll happily talk about the future of money with them.” I had no idea who Jeffrey Epstein was. His name was not listed anywhere on the website. Had I known what I know now? I clearly would have never spoken there. But I spoke at a conference that he cosponsored.
What’s your connection to the Clinton Global Initiative? Did you hear about it through Jeffrey Epstein?
I joined the Clinton Global Initiative as a philanthropist in 2006 and was a member for one year. My involvement with the Initiative had no connection to Jeffrey Epstein whatsoever.
You’ve launched your campaign in Minnesota, where George Floyd was killed by a police officer. How do you feel about the civil uprising against police brutality?
I’m from Minnesota. Born and raised. We just had a press conference there, announcing that we’re on the ballot. Former U.S. Senator Dean Barkley was there. So that tells you, when former U.S. Senators are endorsing the candidate, right?
[Ed. note: Barkley was never elected to the United States Senate. In November of 2002, he was appointed by then Minnesota Governor Jesse Venture to fill the seat after Sen. Paul Wellstone died in a plane crash. Barkley’s term ended on Jan. 3, 2003—two months later.]
Yes, George Floyd was murdered in Minneapolis. My vice-presidential running mate Karla Ballard and I, on our last trip to Minnesota together, went to visit the George Floyd Memorial. I believe in law and order. I believe that law and order is foundational to any functioning society. But there is no doubt in my mind that we need reform. These types of events—this is not an isolated incident. This has happened many times before. It’s time for change. We have a lot of detail around policy on this issue that we will be publishing next week. Not just high-level what we think, not just a summary, but detailed policy.
You said that you support “law and order.” What does that mean?
“Law and order” means creating a fair and just legal system where our number one priority is protecting the inalienable rights of “Life, Liberty and the pursuit of Happiness” for all people. This means reforming how our police intervene in emergency situations, abolishing private prisons that incentivize mass incarceration, and creating new educational and economic opportunities for our most vulnerable communities. I am dedicated to preventing crime by eliminating the socioeconomic conditions that encourage it.
I support accountability and transparency in government and law enforcement. Some of the key policies I support are requiring body-cams on all law enforcement officers who engage with the public, curtailing the 1033 program that provides local law enforcement agencies with access to military equipment, and abolishing private prisons. Rather than simply defund the police, my administration will take a holistic approach to heal and unite America by ending mass incarceration, police brutality, and racial injustice.
Did you attend any Black Lives Matter protests?
I support all movements aimed at ending racial injustice and inequality. I​ have not attended any Black Lives Matter protests.​ My running-mate, Karla Ballard, attended the March on Washington in support of racial justice and equality.
Your platform doesn’t mention the words “climate change.” Is there a reason for that?
I’m not sure what you mean. Our policy platform specifically references human-caused climate change and we have a plan to restabilize the climate, address environmental degradation, and ensure environmental sustainability.
[Ed. Note: As of writing the Pierce campaign’s policy platform does not specifically reference human-caused climate change.]
You’ve recently brought on Akon as a campaign surrogate. How did that happen? Tell me about that.
Akon and I have been friends for quite some time. I was one of the guys that taught him about Bitcoin. I helped make some videogames for him, I think in 2012. We were talking about Bitcoin, teaching him the ropes, back in 2013. And in 2014, we were both speaking at the Milken Global Conference, and I encouraged him to talk about how Bitcoin, Africa, changed the world. He became the biggest celebrity in the world, talking about Bitcoin at the time. I’m an adviser to his Akoin project, very interested in the work that he’s doing to build a city in Africa.
I think we need a government that’s of, for, and by the people. Akon has huge political aspirations. He obviously was a hugely successful artist. But he also discovered artists like Lady Gaga. So not only is he, himself, a great artist, but he’s also a great identifier and builder of other artists. And he’s been a great businessman, philanthropist. He’s pushing the limits of what can be done. We’re like-minded individuals in that regard. I think he’ll be running for political office one day, because he sees what I see: that we need real change, and we need a government that is of, for, and by the people.
You mentioned that you’re an adviser on Akoin. Do you have any financial investments in Akoin or Akon City?
I don’t believe so. I’d have to check. I have so much stuff. But I don’t believe that I have any economic interests in his stuff. I’d have to verify that. We’ll get back to you. I don’t believe that I have any economic interests. My interest is in helping him. He’s a visionary with big ideas that wants to help things in the world. If I can be of assistance in helping him make the world a better place, I’m all for it. I’m not motivated by money. I’m not running for office because I’m motivated by power. I’m running for office because I’m deeply, deeply concerned about our collective future.
You’ve said you’re running on a pro-technology platform. One week into your campaign last month, a New York appeals court approved the state Attorney General’s attempt to investigate the stablecoin Tether for potentially fraudulent activity. Do you think this will impact your ability to sell people on your tech entrepreneurship?
No, I think my role in Tether is as awesome as it gets. It was my idea. I put it together. But I’ve had no involvement in the company since 2015. I gave all of my equity to the other shareholders. I’ve had zero involvement in the company for almost six years. It was just my idea. I put the initial team together. But I think Tether is one of the most important innovations in the world, certainly. The idea is, I digitized the U.S. dollar. I used technology to digitize currency—existing currency. The U.S. dollar in particular. It’s doing $10 trillion a year. Ten trillion dollars a year of transactional volume. It’s probably the most important innovation in currency since the advent of fiat money. The people that took on the business and ran the business in years to come, they’ve done things I’m not proud of. I’m not sure they’ve done anything criminal. But they certainly did things differently than I would do. But it’s like, you have kids, they turn 18, they go out into the world, and sometimes you’re proud of the things they do, and sometimes you shake your head and go, “Ugh, why did you do that?” I have zero concerns as it relates to me personally. I wish they made better decisions.
What do you think the investigation will find?
I have no idea. The problem that was raised is that there was a $5 million loan between two entities and whether or not they had the right to do that, did they disclose it correctly. There’s been no accusations of, like, embezzlement or anything that bad.
[Ed. Note: The Attorney General’s press release on the investigation reads: “Our investigation has determined that the operators of the ‘Bitfinex’ trading platform, who also control the ‘tether’ virtual currency, have engaged in a cover-up to hide the apparent loss of $850 million dollars of co-mingled client and corporate funds.”]
But there’s been some disclosure things, that is the issue. No one is making any outrageous claims that these are people that have done a bunch of bad—well, on the internet, the media has said that the people behind the business may have been manipulating the price of Bitcoin, but I don’t think that has anything to do with the New York investigation. Again, I’m so not involved, and so not at risk, that I’m not even up to speed on the details.
[Ed note: A representative of the New York State Attorney General told Forbes that he “cannot confirm or deny that the investigation” includes Pierce.]
We’ve recently witnessed the rise of QAnon, the conspiracy theory that Hollywood is an evil cabal of Satanic pedophiles and Trump is the person waging war on them. You mentioned human trafficking, which has become a cause for them. What are your thoughts on that?
I’ve watched some of the content. I think it’s an interesting phenomenon. I’m an internet person, so Anonymous is obviously an organization that has been doing interesting stuff. It’s interesting. I don’t have a big—conspiracy theory stuff is—I guess I have a question for you: What do you think of all of it, since you’re the expert?
You know, I think it’s not true, but I’m not running for president. I do wonder what this politician [Georgia congressional candidate Marjorie Taylor Greene], who’s just won her primary, is going to do on day one, once she finds out there’s no satanic cabal room.
Wait, someone was running for office and won on a QAnon platform, saying that Hollywood did—say what? You’re the expert here.
She won a primary. But I want to push on if we only have a few minutes. In 2006, your gaming company IGE brought on Steve Bannon as an investor. Goldman later bought out most of your stock. Bannon eventually replaced you as CEO of Affinity. You’ve described him as your “right-hand man for, like, seven years.” How well did you know Bannon during that time?
Yes, so this is in my mid-twenties. He wasn’t an investor. He worked for me. He was my banker. He worked for me for three years as my yield guide. And then he was my CEO running the company for another four years. So I haven’t worked with Steve for a decade or so. We worked in videogame stuff and banking. He was at Goldman Sachs. He was not in the political area at the time. But he was a pretty successful banker. He set up Goldman Sachs Los Angeles. So for me, I’d say he did a pretty good job.
During your business relationship, Steve Bannon founded Breitbart News, which has pretty consistently published racist material. How do you feel about Breitbart?
I had no involvement with Breitbart News. As for how I feel about such material, I’m not pleased by any form of hate-mongering. I strongly support the equality of all Americans.
Did you have qualms about Bannon’s role in the 2016 election?
Bannon’s role in the Trump campaign got me to pay closer attention to what he was doing but that’s about it. Whenever you find out that one of your former employees has taken on a role like that, you pay attention.
Bannon served on the board of Cambridge Analytica. A staffer on your campaign, Brittany Kaiser, also served as a business director for them. What are your thoughts on their use of illicitly-obtained Facebook data for campaign promotional material?
Yes, so this will be the last question I can answer because I’ve got to be off for this 5:00 pm. But Brittany Kaiser is a friend of mine. She was the whistleblower of Cambridge Analytica. She came to me and said, “What do I do?” And I said, “Tell the truth. The truth will set you free.”
[Ed. Note: Investigations in Cambridge Analytica took place as early as Nov. 2017, when a U.K. reporter at Channel 4 News recorded their CEO boasting about using “beautiful Ukranian girls” and offers of bribes to discredit political officials. The first whistleblower was Christopher Wylie, who disclosed a cache of documents to The Guardian, published on Mar. 17, 2018. Kaiser’s confession ran five days later, after the scandal made national news. Her association with Cambridge Analytica is not mentioned anywhere on Pierce’s campaign website.]
So I’m glad that people—I’m a supporter of whistleblowers, people that see injustice in the world and something not right happening, and who put themselves in harm’s way to stand up for what they believe in. So I stand up for Brittany Kaiser.
Who do you think [anonymous inventor of Bitcoin] Satoshi Nakamoto is?
We all are Satoshi Nakamoto.
You got married at Burning Man. Have you been attending virtual Burning Man?
I’m running a presidential campaign. So, while I was there in spirit, unfortunately my schedule did not permit me to attend.
OP note: please refer to the original article for reference links within text (as I've not added them here!)
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[Table] IAmA dark web expert, investigative journalist and true crime author. I’ve met dark web kingpins in far flung prisons and delved the murky depths of child predator forums. I’ve written six books and over a dozen Casefile podcast episodes. AMA (part 2/2)

Source | Guestbook
Previous thread
Questions Answers
Around here nobody talks about the argument that increased regulation of the internet would help stop child predators. Is that true, and if so where do you fall on the Net Neutrality vs law enforcement spectrum? No I don't think that's true at all. Child predators have been around much longer than the internet, and I would argue child abuse was more prevalent 50+ years ago when children were seen and not heard and it wasn't talked about. The dark web hasn't created more predators, it has just given them a new place to gather and hang out.
The one thing I found really interesting when I was lurking the forums of the child predators was their frustration about how children are now taught from a very young age that certain touching and acts are wrong and that they shouldn't keep certain secrets. It came up over and over again that they could not abuse certain children because they knew those children had someone they would tell. It was pretty clear that education was a child's best defence against getting abused.
the below is a reply to the above
That's so interesting, thanks for the AMA! Can you remember any other thing that a child could do in order to protect himself from being abused? What other characteristics do the abusers hate in potential victims? That seems to be the main one. Kids who speak up and who have close relationships with one or more people they are likely to confide in
What do folks talk about in the child predator forums? Do they like give each other advice on how to improve their craft? Yes, quite literally. The give each other tips on how not to get caught, how to edit out incriminating details in videos, how to drug children, techniques for convincing kids not to tell etc
the below is a reply to the above
Given your insight into how predators operate, do you have any advice for parents on protecting their kids? I'll cut'n'paste a response i gave to someone else about this, because it was something that really stuck out to me:
The one thing I found really interesting when I was lurking the forums of the child predators was their frustration about how children are now taught from a very young age that certain touching and acts are wrong and that they shouldn't keep certain secrets. It came up over and over again that they could not abuse certain children because they knew those children had someone they would tell. It was pretty clear that education was a child's best defence against getting abused. Kids who speak up and who have close relationships with one or more people they are likely to confide in
Has the exponential increase in Bitcoin value affected darknet dealers in any profound way? I can imagine that some drug dealers were sitting on quite a large sum of Bitcoin when the value shot up. Crypto purists hate to admit it, but bitcoin would not be where it is today without Silk Road. It was sitting at less than a dollar when Silk Road began and the markets showed a robust use case for cryptocurrency and as the markets grew, so did the demand for bitcoin. It also provided real-life use data for those who were not interested in drugs but who weren't sure if it had practical application. When SR went down, Bitcoin was at about $650 and it continued to grow as adoption became more mainstream. There are many many stories of drug dealers (and at least one faux-hitman!) who gained most of their wealth not by selling the drugs, but by the growth in value of their bitcoin holdings
Since you have a lot of experience with them online. Do you think pedophiles(not child abusers) should be treated as criminals, or as people suffering from a mental illness? Contact offenders should be treated as criminals, because they are criminals. They have abused or hurt someone. Same with those who support the creation and dissemination of child abuse materials.
Pedophiles who do not act on their urges should be given as much help as humanly possible.
Are there any mysterious or suspicious pages or communities that you haven’t been able to access? Anything that seems especially weird? there are a lot of Russian communities that I can't access, mostly because I don't speak Russian. Some of the more technical hacking communities have entry barriers that I'm not technical enough to score an invite to
How much these bad people really exist out there? Hundreds? Thousands? More? It depends what you mean by bad. If you mean people who use the dark web to buy drugs (who I do not consider bad) then there are many many thousands. There are also thousands of people who deal in stolen information to make money.
Unfortunately there are also thousands of child predators and the dark web has provided a "safe space" for them to come together to share materials and "tips". I hope this is where most of the resources of law enforcement are concentrated
Ehy mine is a rare question: what do you know about art on dark web? I'm talking about the black market made of stolen important pieces from museums, art used as value to money laundry and other criminal affairs I'm an artist and what I know is people don't think too much about the dark side of art and probably they need to open their eyes about I really haven't come across much in the way of that. Some of the markets have an "art" section, but that is mostly blotter art
How accurate are the legends? Any legends in particular? For a lowdown copied from a post I made in another forum:
1Red Rooms  The one that is most persistent is the myth of the "Red Room" - live streaming of torture/rape that ends in the murder of the victim and which people can pay to watch, or even bid to type in commands for the torturer to carry out (highest bid wins!). The most famous was the “ISIS Red Room” pictured above, where people could provide instructions to torture captured terrorists - you can read what happened here.
People have this idea of Hostel with webcams exist all over the dark web, but you just need an invite to get into them. It's ridiculous. They don't exist. They certainly wouldn't exist on Tor. But people are desperate to believe and they always come back with "You can't prove they don't exist, people are crazy, therefore they must exist." Picture my eyes rolling here.
2.Hitman sites
I don't think many people are taken in by the hitmen sites anymore, though the press loves playing up the fact that there are sites offering up hitman services. But every single one of them has turned out to be a scam, especially Besa Mafia, the one that did the most marketing. Again, you can read about it at the same link as above.
3.Exotic animals  People are always asking where they can find markets for exotic animals. Obviously the illegal trade in exotic animals exists, and some communications and transactions may well take place over Tor, but there are no markets like the drug markets where you can go and look at a picture and then put a tiger or ocelot or something into your basket and buy it with bitcoin.
SO WHAT DOES HAPPEN ON THE DARK WEB?
1.People buy and sell drugs.
The drug markets are more busy than ever. You have probably heard of Silk Road, the most famous online drug market that got busted a few years ago and the owner sent to prison for two consecutive life terms? A lot of people thought that was the end of drugs being sold on the dark web. In fact, dark web sales of drugs have tripled since the shutdown of Silk Road.
The reason people buy drugs this way is that for many they offer a safer alternative for people who are going to do drugs anyway. There is no possibility of any violence. The vast majority of the time a buyer knows exactly what they are getting, because of the feedback and rating system. That's not the case in a nightclub, or even friends-of-friends, where you just blindly accept that the pill, powder or tab is what the seller says it is.
2.People buy and sell other illegal things
Mostly they buy and sell stolen credit cards and financial information, fake IDs (though lots of these are scams), personal information, “dumps” of hacked data and fraud-related items. For a long time, a seller was making a fortune selling fake discount coupons that really worked.
3.People access and create childporn  Unlike the other markets, the CP market is generally not for money, but rather they are groups who swap vile images and videos for free. The worst of the worst is called “hurtcore’. Thankfully, most of the people behind the worst sites have been arrested and put in jail.
4.People talk about stuff
There are plenty of sites, forums and chatrooms where people talk about all sorts of things - conspiracies, aliens, weird stuff. They take advantage of the anonymity.
5.People anonymously release information
Whistleblowers use the dark web to release information and make sure their identities won't be compromised. You will find Wikileaks, for example, on the dark web.
6.People surf the web anonymously
The number 1 thing people use the dark web for is just to surf the web completely anonymously. Not everybody wants to be tracked by advertisers.
I have a question: what are the odds of the casual Darkweb drug buyer - not buying mega loads all the time - the occasional purchase - what are the risks of being busted? Kinda figuring pretty low. But you’re the expert. What do you think? Obviously there is always a risk, but the risk is very low. It is rare for personal amounts to be seized. Even if a package is seized, there's usually no resources to follow it up. Many people report simply receiving a letter from Customs saying they have seized what they believe is contraband and the person has a choice of going to claim it or it will be destroyed. Even if LE does knock on the door there is plausible deniability: "I don't know who sent that stuff to me".
So yeah, rare, but it does happen. You might be the unlucky one
How do you find things on the dark web without search engines? There are a lot of entry sites, set up with links to the most popular places. You can generally get a link to one of them by browsing places like reddit. From there it is a matter of checking out different places, people will put links in forums etc.
I also use a Pastebin where people paste sites they have made/found, and a Fresh Onion site, which crawls all the newly-populated .onion addresses
Hi. there!! Thank you for answering questions. Mine is very simple. How do sellers get the drugs to people? Regular mail? That's always puzzled me bc I'd assume USPS, UPS, fedEx or any other mail carrier would catch at least some goods. If people are ordering drugs, particularly in powder form, for personal use, they can be flattened, sealed in MBB (moisture barrier baggies) and sent in a regular business envelope, indistinguishable from billions of other envelopes going through the postal system every day. The chances of a particular package being intercepted is very low.
Some people take the extra precaution of having the person taking delivery of the drugs different to the person/household that is ordering them.
How did you move from being a corporate lawyer to researching and writing about dark web? I was in London, working for one of the most conservative law firms in the world when the Global Financial Crisis hit. I liked the job but it struck me when people were losing their livelihoods that I was working for the bad guys. I'd always wanted to be a writer so when I came back to Australia I quit law and enrolled in a writing course planning to be a novelist, but I discovered I was better at journalism. I first wrote for newspapers here about Silk Road and it grew from there
I've always wanted to check out the dark web, what is a normal day for you look like on there? Can you give me any tips on how to safely surf the dark web? A normal day looks like me sitting at my desk writing things on my computer. When I'm researching a book or a case I venture away from my computer to trials and to interview people (at least I did pre-COVID)
There is nothing inherently unsafe in surfing the dark web. All the usual precautions you take surfing the clearweb apply. Don't visit any child exploitation sites - it will be pretty obvious that's what they are by the names/descriptions before you log in.
It is only when you want to do more than surfing - e.g. buying drugs etc - that you need to do a LOT of homework or you will absolutely get scammed
Is there anything good about the dark web? It depends what you are into. A lot of academic research has concluded that the darknet markets provide a safer way for people to buy and use drugs, due to the ratings of vendors, services that independently test and report back on batches of drugs, doctor on staff ready to answer questions, no violence in transactions etc.
News sites provide a dark web option so that whistleblowers can safety provide information and upload documents that get stripped of any identifying metadata before being available.
It bypasses firewalls and allows for secure communications under hostile regimes
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How does this make you feel about the idea of the decriminalization of drugs? I've always been for full legalization of drugs, and studying the darknet markets just proved I was right.
I was invited to an experts roundtable in Portugal about drugs and cybercrime a few years ago and the Portugal model of decriminalisation has been a great success
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Hey, you are still answering. Been reading this thread for 1-2 hours now. Thank you so much for all the good work and info! Always been intrigued by this topic, downloaded tor once to explore a bit but couldn’t and deleted it right away, to be on the safer side. Great insights. Thanks! I've been writing it for about 14 hours. Going a bit loopy
How was working on Casefile? What's the production process like? Which episodes did u do?? I have listened to... all of them.... I absolutely LOVE working for Casefile. I am a freelancer, so I source and write my own cases and then sell the scripts to Casefile. I've done at least a dozen, but some of my most popular are Amy Allwine, Mark & John, Ella Tundra, Leigh Leigh, Rebecca Schaeffer...
As for the production process, once I have sold the script to them, a staff member edits them and then they are passed on to Casey to narrate. After that, they go to Mike for sound editing, music etc. They are the best team ever
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Oh, Leigh Leigh was so well written!! How do you choose which stories to write? Do you just pick true crime you're interested in? Thank you! I have a huge list of potential episodes. Any time I come across an interesting crime on reddit, or in the news or wherever I make a note of it. Then I just pick one when it comes time to write a new script.
Sometimes I've been personally involved (e.g. Amy Allwine), gone to trials etc. Those are always the best ones
Hi Eiley, your twitter just reminded me of this AMA :) What are your thoughts on bitcoin? And would you prefer to be paid in crypto or fiat? OOOOH, I know that name! Love & Light to you!
I like Bitcoin and I wish I had a whole lot of it and like many many people, I wish I had kept the first crypto I bought at something like $4 a coin :D I do not have a whole lot of it but I do have a little bit. I like the philosophy behind it and in theory it should change the world. However the reality is that the vast majority of it is concentrated in a very few hands which allows for market manipulation and stops it being useful as a post-fiat currency.
As long as I'm getting paid, I'm pretty happy!
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I too remember your name Pluto! Such a decent human ❤ he is!! True OG right there <3
Is the dark web subject to more racism than its counterpart, the world wide web? There are some white power sites and that sort of thing and the chans are even more uncensored than the clearweb ones (4chan, 8chan) but to be honest they are the same cesspools in different spots. Drug forums don't seem to be very racist. I've seen worse on Twitter
Have you seen any consequential political or social organizing being carried out on the dark web? Not directly, but the dark web helped facilitate the Arab Spring uprising in 2010 by allowing activists to remain anonymous and to access blocked websites and social media. Wikileaks, obviously. Some white supremacy organizations seem to use it to coordinate attacks, but they are not places I'm keen to hang out in.
What’s the most expensive thing for sale you’ve seen on the dark web? What was surprisingly inexpensive? I can't remember specific listings, but there were sometimes sales of things like coke by the kilo, so that sort of thing I guess.
LSD could easily be found for $1/tab and one huge dealer gave it away for free if it was for personal use
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1. I’m going to ask a couple in hopes that one will catch your interest! I know you’re anonymous on the dark web, but even so, have you ever felt worried about your safety? I actually made the decision to be upfront and honest about who I am on the dark web, so I use the name OzFreelancer (which is easily traceable to my real name) on all the dark web sites where i went looking for interviews. The people there had the option of talking to me or not, so they had no reason to want to harm me.
2. I’ve found your comments about your relationship with Yura fascinating. Did y’all develop a friendship? Did you build any other relationships that stand out in your mind? Since you were straightforward about being on the dark web for stories, did people seem reluctant to communicate, or were they excited for the opportunity to divulge a secret? We do have a friendship of sorts, it is really quite weird. I do hope to met him one day. I met all of the senior staff of Silk Road other than the Dread Pirate Roberts himself and keep in touch with some. Some people wanted nothing to do with me of course, but many more were happy to talk to me. i think sometimes it was a relief to them to be able to talk to one person who they knew was who they said they were.
3. On violent forums, did users ever express remorse, guilt, shame, or anything indicative of some recognition that what they were viewing/seeking was awful? Do you see doxxing teams on the dark web working together to uncover info, or is the info already there through previous hacks/breaches, and someone just accesses and releases it? Sorry if any of those don’t make sense! I’m not familiar with the dark web lingo but am so intrigued by your work. Not really. I think if they were contributing to the forums, they were comfortable with who they were and what they were doing. Many of the "regular" pedophiles expressed revulsion about Lux and hurtcore sites though
these have probably been asked before but has there ever been a time where you where genuinely been scared for your life and whats the most messed up thing you've witnessed did you have any help? Yeah both things have been answered in this thread, so I'll cut'n'paste
The only time I've felt even slightly in danger despite all this nosing around in there was when I helped uncover a hitman scam. The owner of Besa Mafia, the most profitable murder-for-hire site in history, came after me when I started writing about him. He made loads of threats ("you don't know who I am, but I know who you are and where you live") but that wasnt scary, as I had access to the backdoor of his site thanks to a friendly hacker and knew he didn't really want to hurt anybody.
It took a bit of a darker turn when he told the people who had signed up to work as hitmen on his site - and who he made video themselves burning cars with signs on them to advertise how legit his site was, then never sent them the promised money for doing so - that I was the owner of the site who had ripped them off. That could have become ugly, but luckily even the thugs weren't dumb enough to believe him.
The only other time I've been a bit nervous was when Homeland Security wanted to have a "friendly" meeting with me on one of my trips to the US to attend a trial. They were friendly, but scary too.
The most frightening experience I've ever had is coming face to face with Lux, the owner of Pedoempire and Hurt2theCore, the most evil and reviled person on the entire dark web. He was responsible for procuring and hosting Daisy's Destruction, the most repulsive video ever made, created by Peter Scully, whose crimes were so bad, the Philippines are considering reinstating the death penalty especially for him.
It wasn't frightening because Lux was frightening - he was anything but. It was frightening because he looked so inoffensive and normal.
It was frightening because he was living proof that monsters walk among us and we never know.
[deleted] It is absolute crap for browsing the clearweb, and a lot of sites detect that it is odd traffic and you have to solve their CAPTCHAs before doing the most basic things
I’m sure you’ve seen some really bad stuff, do you regularly talk to a therapist to help? I've never seen a therapist (they don't really seem to be a thing in Australia they way they are in the US), but I have been known to unload on my partner and my dog
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Yo, speaking as an Aussie, they absolutely are a thing, you can get them covered thru medicare, and I recommend it if you possibly can! Bro, therapy is awesome. I'm not against therapy as a thing, but I've honestly never been so traumatised that I feel I need it. Also I had a bad experience with a psychologist after I watched my partner die in an accident - they suggested I find God, and I noped out of there
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Therapist is an American term- we call them psychs. And the one who told you to find God was terrible and out of line. Yeah she didn't last long before I was over it. Also a doctor decided I needed Xanax, which was also a bad move, because what I really needed was to grieve and Xanax doesn't let you do that properly
Do you find any good things on the dark web? Happy stuff that gives people hope? Or just the trash? I like the psychonaut communities. They just want peace, love and mungbeans for everybody
Have you heard of "The Primarch System" rumor of the dark web? Sounds downright silly to me. But I'm curious if anyone who spends time on the deep web actually takes it seriously, or if as an idea it is connected to anything serious at all. Nah, up there with the Shadow Web and Mariana's Web. There's always people who want to find out where the "deeper" "more secret" "really dark" stuff is. To them I say what, hurtcore isn't dark enough for you?
Doesn't delving the murky depths of child predator forums categorize you with the child predators in the eyes of an investigating law enforcement agency? Do you have some sort of amnesty due to your journalism, or is that something you worry about having to explain away? Has your presence there ever caused some sort of a scare? No, I never went into any of the sites that had actual photos or videos (you can't un-see that shit), but did spend a lot of time in pedophile discussion forums. I also went to a hurtcore hearing and saw screenshots in the police files, as well as listening for two days to videos being described frame-by-frame and private communications between the site owner and the sadists.
Besides drugs and sex crimes, what else is going on in the dark web? Are there other interesting nooks and crannies? I often post screenshots of bizarre sites I find on my Twitter. However, the main uses for the dark web are drugs, digital/fraud goods and child exploitation
I have one, it might be rather boring though, but here goes. On these "child predator forums" are they actually forums devoted to stalking children and do they share social media profiles of children among themselves? That would be kik ids, snapchat and facebook ids, instagram, stuff like that, info that would allow online access and that may have been chosen for suitability? Creepy question I know, but anyway I would be interested to hear your answer. I came here from TrueCrime, you referred to these things in your post on that sub. I suspect I already know the answer yet would like to hear your take on it. Yes, they provide information and tips on how to approach children, how to ensure they won't tell, how to sedate them in some instances, where to find child exploitation material, how to remove metadata and any identifying characteristics in photos and videos before sharing and so on.
They don't tend to share socia media, as that is the sort of thing that can be traced easily. They do talk about how to approach kids on social media and on the worst forums how to blackmail children into stripping/meeting etc
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So you're saying they have a more general approach rather than identifying individual children on the internet? Again a creepy question because what I suggest is that a child's social media could be used and circulated on the dark web as potential information to gain access by anonymity, even if it was just online access only. I actually wonder as I have recently read of the anonymity of apps like ''kik messenger'' and how the police are often unable to get any information from the communications as they remain encrypted and off the server and require little if any valid ID to make an account. No doubt photos from social media are uploaded as part of the materials they have. I haven't seen anything where they get together and try to track down a specific child, but I'm sure some predators do this. Most are more likely to abuse children in their orbit - family, kids of friends, or they work where they have access to children
I heard there are forums to download books but it was really dangerous, Is it true? I'm just a poor guy who wants to finish the young Jack sparrow series Whenever you download anything from a pirate site you run the risk of infection
What do you think of QAnon? Wackjob conspiracy
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Who should the conspiracy theorists actually be worried about if they actually care about thwarting pedophilia? The vast, vast majority of child abuse takes place within the child's personal orbit - relatives, family friends, parents of their own friends, people involved in their activities (coaches, leaders, etc)
So, those people
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Also how to we get people to stop believing in QAnon? Outside my area of expertise, sorry
do you personally believe there was/is any truth to the "defense" (story) that DPR was a title handed down to different admins for the original silk road, or was it just a convenient defense? do you have any theories as to who satoshi nakamoto is? besides the original SR, are there any other darkweb markets that you think have a good enough story to turn into a book? eg sheep market? i've seen you talk a little about the child predator forums, and (as with h2tc) noted are mainly populated by males. i'm curious if you've ever encountered females on such forums/websites (eg. btfk) No. There was a time that I believed the person posting on the forums as DPR changed, but the ownership and administration of the market I believe never changed hands. Variety Jones is claiming a part ownership (which may or may not be true) but I believe that is so he can run a Fourth Amendment argument
So many theories have some credibility to them, but no one theory ticks all the boxes. Highly recommend the 3-part youtube deep dive by Barely Sociable
I'm not sure any one market has the story that Silk Road had, but I would like to write a definitive history that encompasses the most compelling features of all the markets. Backopy of BMR apparently got away clean. The admins of Atlantis got wind of a security issue and closed shop, trying to warn DPR. AlphaBay ended in Alexander Cazes death in a Bangkok prison cell. Then everyone flocked to Hansa, which by that time was being run by law enforcement. Evolution ended in the most brazen exit scam, followed by a bizarre cloak'n'dagger situation played out right here on reddit. The WSM/DDW follow-the-money case. And these are just some that come right off the top of my head. I just need a publisher to provide me an advance I can live off while I write it!
There were a very few people on the forums who identified as female (obvs anyone can be anyone on a dark web forum) and there have been one or two arrests of women in relation to dark web child pornography. Peter Scully's female assistant who carried out some of the torture was originally one of his victims, turned into a sadist.
What’s the one lingering unanswered question you have about SR? I am hanging out for Joel Ellingson to go to trial so that I can find out once and for all whether redandwhite, lucydrop and Tony76 are one and the same person.
There are several people who I got to "know" by their handles who I wonder about from time to time, but mostly I hope they are safe and well and i don't want to track them down or expose them
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Eileen, I am fangirling PRE-TTY hard right now. Talking SR and Tony76 with you is how I imagine it feels to talk to a royal correspondent about Prince Andrew 😅 Ellingson being all three would be a very neat end to an otherwise insane story. Part of me wants to pin Oracle in with that trio too but that’s mostly a desperate attempt from me to add another layer to the madness. I miss the twists and turns that came with the rise and fall of SR. From your own experience - would you agree with the idea that more than one person staffed the DPR account? Thanks for the reply! Ha! You have no idea what it is like when I find someone who really knows about this stuff and can have informed conversations about it. I latch onto them and don't let go. The very BEST was meeting up with DPR's three deputies (SSBD in Australia, Inigo in US and Libertas in Ireland) so I could actually have conversations with people who knew more than I did! Variety Jones was cool too, but the conversation couldn't flow too freely thanks to him being incarcerated in Bangkok prison at the time.
I think others sometimes posted from the forum account, but Ulbricht kept a vice-like grip on his market account
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I can imagine it’s so satisfying and exciting to get those tidbits of info that piece the jigsaw together. The bedlam that played out over the forum in the aftermath was a cloud of paranoia and adrenaline that kept me refreshing pages for days. Would love to hear accounts from SSBD, Inigo and Libertas from this time. One last question: what were your thoughts when the Chloe Ayling story first broke? I assumed it was a publicity stunt. I don't think that any more. I guess I can't blame her for milking her kidnapping for publicity in the aftermath, though I don't think she does herself any favors the way she goes about it sometimes
Sorry if this has been covered before but in your research, mainly related to child abuse, where are these children coming from? Children in their care/ family? Kidnapped? The vast majority of child abuse is carried out by someone within their social circle - family and acquaintances. However, the hurtcore stuff was often carried out in third world countries on orphans or where desperate families gave up their children to "benefactors" who they believed were going to provide food an education
What Casefile episodes have you written? I became obsessed with it and ripped through all the episodes and now nothing will fill that void. Thanks for your efforts! Casefile – the murder of Amy Allwine
Casefile – Blue Skies, Black Death
Casefile – Ella Tundra
Casefile – Dnepropetrovsk Maniacs
Casefile – Motown Murders
Casefile – Rebecca Schaeffer
Casefile – Sian Kingi
Casefile – John & Mark
Casefile – Shauna Howe
Casefile – Chloe Ayling
Casefile – Johnny Altinger
Casefile – Killer Petey
Casefile – The Santa Claus Bank Robbery
Casefile – Martha Puebla
Casefile – Leigh Leigh
Is there any way parents can keep their kids safe from this without being helicopter parents? I'll cut'n'paste a response i gave to someone else about this, because it was something that really stuck out to me:
The one thing I found really interesting when I was lurking the forums of the child predators was their frustration about how children are now taught from a very young age that certain touching and acts are wrong and that they shouldn't keep certain secrets. It came up over and over again that they could not abuse certain children because they knew those children had someone they would tell. It was pretty clear that education was a child's best defence against getting abused. Kids who speak up and who have close relationships with one or more people they are likely to confide in
What does it take in terms of degrees and experience to get into this business? Nothing official. I was a lawyer, but that had no bearing on what I do now (I did corporate law). I didn't have any official credentials when I began as a freelance journalist, though later I got a diploma of professional writing and editing. Anyone can be an author, provided they can write
If you could take a guess from your findings, what would be some speculative statistics on these abuse/torture sites? How many people (tens of thousands?) are involved? Do they generally come from the same places in the world or are they seemingly geographically random (based on victim ethnicity, or language spoken, perhaps)... what are some quantifying stats to wrap our heads around how prevalent this shit is? Most dark web users come from western countries, just because infrastructure supports it. The sites often have tens of thousands of registered users, but a lot of them would be people for whom curiosity got the better of them and who signed up then left. Active users more like in the thousands, hyper-active users the hundreds.
One of the things that makes life difficult for law enforcement is that most of these sites don't operate on a commercial basis - people aren't making money from them, so there is no cryptocurrency chain to follow. They operate on a sharing basis and to get access to the more private parts of the sites, a user has to upload "fresh" material and/or prove they are actively abusing a child. Hurt2theCore used to get users to have the children hold up signs or have the site name or a username written on their bodies with a marker. This stopped law enforcement from getting access to those parts (like the "producers lounge") of the sites unless they were able to take over an account of a user who already had access. Even then, the rules of the hurtcore sites would require constant new proof in order to maintain access.
Some sites allowed people to buy access, such as one called "Welcome to Video" and then were taken down by law enforcement carrying out blockchain analysis of the Bitcoin transaction that led to the owner when they cashed out to fiat without moneylaundering precautions
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Do you think LE uses deep fakes to simulate a picture to gain access? Is that possible? It is definitely possible, but I don't know whether they are doing it as they are understandably secretive about their methods. I know it is deeply problematic, as even fake child porn is still illegal (even cartoon stuff, including some Hentai in some countries). But they have used questionable methods before, most notably running the dark web's largest site, Playpen, for over a year in order to identify contact offenders
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Am I hearing you that many people are NOT doing this for financial gain? Just to do it and share it?? Child exploitation, yes, it is mostly a sharing community. Some people make some money out of it, but it is not like drugs where a lot of people are making a LOT of money
On the subject of abused kids... did you ever help the kids in any way? I never met any of the kids. I never saw any of the photos and videos. I don't know who any of the kids are.
Daisy has been taken into care and her identity changed. I hope she is doing okay
What exactly does the dark web look like? You hear about it often, but don’t know if it looks like Google Chrome, Safari, or just a page full of code. It looks like a normal browser and operates just like a normal browser. It's just that it can access sites that your normal browser can't.
e.g. http://thehub5himseelprs44xzgfrb4obgujkqwy5tzbsh5yttebqhaau23yd.onion/index.php is the URL of a dark web forum. If you plug it into your normal browser you will get an error. If you plug it into the Tor browser you will get the registration page for The Hub
How do you keep yourself from hating all humanity? I am happy to report that, even on the dark web, the good people outnumber the bad
Hi! First off I'd like to say that I find what you do quite fascinating and would love to do something like that in the future. My question is in regards to art and other forms of artistic expression on the dark web. Is it true that the dark web is a place where you can also find awesome things such as art and literature? Not really, because all that stuff is readily available on the clearweb. There are sites like the Imperial Library of Trantor, which is a pirate site for books, where you can read thousands of books for free, but that's really no different to The Pirate Bay. Some people share their LSD art, but again, nothing you won't find on the clearweb
submitted by 500scnds to tabled [link] [comments]

Attention incoming interns! Here's a list of TIPS I WISH I KNEW starting my intern year, some things you can start working on now and some less commonly discussed but very important parts of your job

It’s that time of year and yet again I’ve seen plenty of incoming interns asking what they can do to prepare. I wrote this post to share some tips for all of the not-exactly-medical stuff I wish I knew before I started intern year and to share a few things that interns can do before they start to feel like they’re well prepared for the long white coat.
As a quick background, I was a surgery intern in the first half of the 2010s and much of this is informed by my notes and memories from that time in addition to everything I’ve learned since, particularly about professionalism both in medicine and in the business world with work I’ve done in the healthcare startup arena. I’m also not perfect and very much a work in progress myself and, outside the intern-specific items here, I try to do most of these things myself—sometimes more successfully than others.
So take what you think are good ideas here, leave what you don’t think would be useful, and if anyone else has anything to add, please feel free to chime in.
TL;DR: Intern year is hard. Here are some not-so-commonly-disucussed tips that may help.

Mindset

1. Being an effective intern is, at its core, about being responsible, effective and reliable.

Your day to day responsibilities are nearly always dominated by the need to get things done and to do so in a manner that lets your other team members focus on their own roles and responsibilities. What about learning clinical medicine? You'll learn plenty and fast. Don't worry.
When reading through these tips below, view them from an angle of “would this help me develop an effective system for making sure everything gets done and nothing falls through the cracks?”

2. For your in-the-hospital life as well as your outside-the-hospital life, remember this one thing: you will forget.

You will be busy and have responsibilities in a way you likely have never experienced before. This will naturally make the day-to-day things in life more difficult than you’re used to so developing ways to outsmart your forgetful brain will pay off.

3. You are a professional now. This is your career. You’re in it.

It’s easy to view your life as a trainee as a sort of advanced student or something in between a student and a “real doctor”. But that’s not true. View yourself as a professional building your career. Your intern year is just the first step of that career. You’re a real doctor as much as any other now.

4. One of the hardest things about being an intern or resident is dealing with feelings of isolation. It will take work to actively manage and overcome those feelings.

Imposter syndrome, feeling like you don’t know what you’re doing or that you don’t belong, feeling like you’re not the person you used to be, that you don’t have time to do all the “normal” things that other people do, thinking your co-residents or attendings think you’re dumb, feeling that you don’t have time for friends/family/hobbies, ruminating on “what if I screw this up and hurt a patient?”, or “this doesn’t matter -- the patient is going to XX or YY anyway” etc are all common feelings and they all share the same undercurrent of feeling isolated in one way or another. You need to actively work to find ways to confront and overcome these feelings or else they will control you. When they control you, you’re burned out.
It may not seem like it at first, but nearly every single tip below is geared towards avoiding feelings of isolation. Feeling like you’re not in control of your finances will make you feel isolated. Feeling like you’re losing a handle on your relationships will make you feel isolated. Feeling like you’re behind on your email and haven’t done all the little things in life you need to do will make you feel isolated. Read these tips through that lens.

What you can do before you start

1. Organize and update your contacts. Seriously.

Here are some ways it can help you maintain and grow your relationships.
  • Use the ‘Notes’ feature in your contacts for everyone important in your life and all the new people meet.
    • You will forget your friends’ kids names and ages. Every time you get a birth announcement or see a post on social media, go to your friend’s contact, edit the notes and put in the info. Then, when you reach out to your friends, ask about their kids...by name.
    • You will forget your friends’ boyfriend/girlfriend/wife/husband/partner’s name, especially if you’ve never met them or haven’t seen them for a long time. Put their name in your friends’ card with a note like “Started seeing Sam in June 2020, he/she’s a software engineer”. Someone you know gets married? Add their wedding date to their card.
    • You will forget how you knew people in your contacts. Met at a conference? Was a medical student on your heme onc service? Friend-of-a-friend you met at a wedding? Someone shares an interest you have? Make a note in their contact card. Tip: these notes are for you, not them. So if someone reminds you of an actor, or didn’t stop talking about bitcoin, make a note. It will help because you will forget.
  • Tag your contacts or add them to lists and use those tags/lists to your advantage.
    • Make lists or tags for your family, your medical school friends, your undergrad friends, your coresidents, your attendings, your medical students, the hospitals you’ll be working at, etc. Put those lists or tags to use like this:
      • You will forget to stay in touch with people important to you. Set reminders in your phone for every week / two weeks / month, etc to pull up a list (family, medical school friends, etc), pick someone on that list you haven’t chatted with in a while and text them and ask them how they’re doing. Aim to start a conversation, ask about what’s happening in their life. Texts are more personal and meaningful than liking a post on social media or sharing a meme. Initiating conversations with your friends and family will help you feel connected and will increase the likelihood they reach out to you.
      • Don’t label your medical students like “MS3 Laura” or “Sub-I Juan”, etc. Label them with their full name and treat them like the colleagues they are. Put them on a list, clear it out next year if you want, but don’t treat them as “MS3 XXX“ or “MS4 YYY”. I’m sure you remember feeling like a nameless/faceless medical student at times in school and I’m sure you didn’t love it. So don’t repeat that behavior. Add a note or two about them while you’re at it. Take enough interest in your medical students to treat them well. You never know when or how you’ll cross paths with them again.
      • If you rotate through different hospitals, you will forget which “ED” or “PACU” or “nursing station 3rd floor” numbers are which. Tag them or put them on a list. It’ll make finding them when you need them much easier.

2. Use a good note taking app and a good task manager app to help with both your in-hospital life and your outside-of-the-hospital life.

Here are some ways to use a notes app.
  • Make a note for each rotation you’re on. Add in any unstructured tips as they come up, like “Send all of Dr. X’s patients home with Y”, “Use the call room in the basement outside of the locker room, passcode 1234”, “Park in the X lot on the weekends”, “Dr. A likes to manage Z with Y”, “The case manager, NAME, usually sits at the computer behind the 2nd floor nurses station”, etc. Don't overthink them, just write them down when they come up. Review those notes the next time you rotate through because you will forget all those little things and they will help you in the future.
  • Create a master grocery list of all things you typically get at the grocery store. Share it with a roommate/partner so they can keep it updated too. That way if you ever stop to pick something up, you can review the list to make sure there’s nothing you’ll forget.
    • Make master lists for other things in your life too like “packing for a conference”, “packing for a family trip”, “Target/Wal-Mart household master list” so you can quickly review anytime something comes up so you minimize the chance of forgetting something
  • Make notes for all of the other stuff you have to manage in your life like your car, your apartment/house, your loans, etc and update them every time you work on that thing. Change your loan repayment? Add it to the note. Have to get your brakes fixed? Add to the note where you got it done, how much it cost, etc. Talk to your landlord about fixing the shower? Add it to the note. Have to call the medical board to sort something out with a license? Add it to the note.
  • I like two note apps on iOS: Bear for personal notes since it’s fast and has great tagging and Apple’s Notes app for shared notes
Pick a good task manager app and use it for all the things in your life that aren’t your day-to-day work
  • Cousin getting married and you can go to the wedding? Make tasks to ensure your time off, book your travel, buy a gift, rent a hotel room, etc. Then put all the relevant info into your note because...you will forget.
  • Pandemic is over and you get to present a poster at a conference? Make tasks to review your draft with your coauthors, print your poster, book your travel, submit your reimbursement, etc. Then put all the relevant info into a note. Otherwise, you’ll forget.
  • I like Things and have also liked OmniFocus. There is a ton of content on how to set one of these things up for productivity so review it and use it YouTube search

3. Take charge of your finances

When I was an intern, I figured all I had to do was pay my loans and not go into more debt. I wish I had done the following instead:
  1. Read these two books: The White Coat Investor and I Will Teach You To Be Rich. Both are very good and have different strengths. The WCI is directly applicable to you and will help educate you in ways medical school didn’t about your financial future. IWTYTBR is much more of a “millennial” book but it’s very good for explaining big concepts and for providing a system to set yourself up for success. They’re both easy and relatively quick reads and don’t require any financial background. WCI is fine as an e-book but IWTY has a bunch of dialog boxes that make the e-book a poor experience, get a physical new or used copy.
  2. Set up a budget. I use and swear by You Need A Budget. It’s the best money I spend every year. Their system is easy and straightforward and it doesn’t take long to get the hang of it. I can’t recommend it highly enough.

4. Update your CV now and keep it updated regularly

You will no doubt have to share your CV with someone at some point whether it’s for fellowship or a research project or any number of things. The time to work on it is not when someone says “can you share your CV?” -- that’s a recipe for omissions, typos and mistakes. The only thing you should be doing every time you share your CV is giving it a quick once-over to make sure you don’t spot any mistakes and to make sure it’s up to date
There are plenty of templates online and your training institution may even have a preferred format somewhere on their website. Your ERAS application will give you a good head start but most of your medical school CV lines will either be condensed or removed all together unless something was particularly notable. You can almost always find example CVs online from senior people in your department or institution with a quick web search -- use a few as a guide
Set a reminder / task to update your CV at regular intervals. Quarterly is good, yearly at least. Save new versions of it each time so you can refer to the old ones if you need to and name them in a way to let you know you’re always sharing the most recent version, e.g., LASTNAME_FIRST NAME_CV_2020-06. You will forget if the one marked “CV” only is the right one you want to share.

5. Subscribe to a couple of newsletters to stay up to date with the world outside of your hospital

  • For general news, your preferred newspaper probably has a daily email briefing. Otherwise, Axios AM/PM and Politico’s Playbook are both very good quick reads to stay up to date with current events.
    • Keep up with healthcare news so you know what’s going on in the healthcare system broadly
      • Axios Vitals is a great, quick daily healthcare news update
      • Politico’s Pulse and Morning eHealth are both very good and have quick facts at the beginning if you just want to skim
      • Rock Health’s Rock Weekly is a decent summary of each week in the healthcare startup and technology world
Pick a few of these and aim to get through them each day. If you can’t get through them, unsubscribe to the ones you think are least relevant to you so you never feel “behind” in staying up with the news. You can breeze through the few you pick in a few minutes here and there throughout the day -- don’t make it any harder than that to feel like you’re “up to date” on the news.

General tips for maintaining relationships

  • For any romantic relationship, do these things if you don’t already:
 1. Make a rule: no phones at the table. * Don’t put your phone on the table face-up. Don’t put your phone on the table face-down. Keep your phone off the table and set to silent. * Focus on the person in front of you and show them you care about them by paying attention to them. We all know what it feels like to be with someone more interested in their screen than in interacting with you. If you’re on call, say “sorry, I’m on call, I may have to check something here and there”, apologize if you do check it and then put your phone away. 2. Make another rule: no phones in bed * Same principle as at the table. Want to feel like two strangers just passing through life who just so happen to share the same bed? Wake up, reach for your phone and scroll through your feeds like a zombie before getting out of bed. Same idea before bed. Your phone can wait. 3. If you’re at the point where you share finances, set a regular meeting to review how you’re doing. * Ideally, this is a “red, yellow or green” meeting and should only take a few minutes. Money can be a big conflict issue for relationships and avoiding talking about money is a surefire way to eventually turn to conflict. If you have a budget and shared goals, this should be quick. * A monthly check-in is good. Create a recurring calendar event, attach the shared notes or spreadsheet document you use, add your goals for the meeting and honor the meeting when it comes around. 
  • Eat with people who are important to you, if you can.
    • There’s something about sharing a meal that’s special in human nature. Friends who are important to you? Partners? Mentors you’re looking to get to know better after you’ve had a few chats? Try to eat with them when you can. And keep your phone off the table.
    • The same idea works with your coresidents and teams in the hospital. Eat with them if you can. Eating with others builds, strengthens and maintains relationships. Keep your phone off the table if you can.
Think about it this way: who would you consider a better mentor, the person you’ve met with a few times in their office where they sit behind their desk and you in front of them while they glance at their computer screen every time it pings or the person who’s invited you to get coffee or food and they kept their phone away the whole time? Now turn that around and realize the power of the message you can send to people you care about by trying to eat with them and show them they have your full attention.

Hospital tips

1. Learn to think about tasks as a continuum from start to finish instead of as a binary 'done/not done'.

Let’s say you have to order a CT for a patient of yours.
  • Instead of marking the task as complete the second you place the order for the CT, recognize that the whole task is not just placing the order, but also knowing when your patient is going down to the scanner, when they’re back, when the CT is up in the system, when the report is up and also that you’ve looked at the CT yourself and have read the report.
  • When your senior or attending asks you, “Did patient X get their CT?”, a not-so-great answer is “Yes” or “No”. A better answer is “they’re down at the scanner now” or “the scan’s done but it hasn’t been read yet. Want to look at it?” or “Yes, it’s negative for XXX but did show YYY”.
Whatever system you eventually adopt for your day-to-day task management in the hospital, whether it’s a list or index cards or a printed signout sheet, make sure you’re tracking both when orders go in, when they’re complete, when they’re cancelled, etc. Just marking things as complete once you place the order isn’t enough.

2. Signout is taken, not given.

What I mean by this is that when you take signout, that means you’re accepting responsibility for those patients. They might be your patients, you might be cross-covering, it doesn’t matter. What matters is that when those patients are your responsibility, it’s your responsibility to get what you need to know to take care of them.
Is someone signing out to you in a hurry and not giving you what you need? Ask them for that relevant past medical history, those exam findings, and so on. It’s not enough for the person handing off to say “we’re worried about x or y”, you’ve got to follow that up with “in case of x or y, is there a plan for what the team wants me to do?”. Get the answers you need.
A lot of covering patients on call is playing defense whereas the primary team generally plays offense. But that doesn’t mean you can play defense in isolation. The last thing you want is for the primary team to feel surprised by your choices.
 * Here’s two ways for the above example to go when turning the patients you were covering back over the next day or whatever: 1. You: “For patient so-and-so, you said you were worried about x or y. Y happened.” Them: “What did you do?”. You: “Z”. Them: “Shit, my attending’s not gonna like that”. 2. You “Y happened so I did A like you said, it went fine and here’s the current status”. Them: “Great, thanks” * See the difference? 
  • Along the lines of taking responsibility for those patients, that means that if you couldn’t get the information you needed at signout then you have to go and see those patients and get the information you need yourself.
    • You’ll hear this idea said a bunch of different ways like “trust but verify”, “trust no one” and your comfort level will change over the year as you become more confident and comfortable. But always error on the side of going to see the patient and getting your own information at the start.

3. If you will be miserable without something when you’re in the hospital, bring it with you. You won’t reliably be able to find it at the hospital every time you need it.

  • Need coffee otherwise you turn into a demon? Bring it with you. You never know when you’ll get caught doing something and won’t be able to run to the cafeteria for your fix.
  • On call overnight and know you need food so you don’t go insane? Bring it with you. Here’s a hospital food rule: never rely on the hospital's ability to feed you. The hospital will let you down sooner or later, I guarantee it.
  • Know you always get cold on call? The day you forget your jacket/sweatshirt is the day you won’t be able to find a spare blanket in the hospital to save your life. Put a backup in your locker (if your hospital respects you enough to give you one).

Miscellaneous productivity, professionalism and lifestyle tips

1. Aim to “touch” everything only once

  • Example: your physical mail. You know, the stuff made of dead trees that accumulates in that box you check every once in a while. For every piece of mail you get, you should either trash it, file it, or act on it. Don’t touch it until you’re ready to do one of those things.
  • Example: your email. Either delete it, archive it, reply to it or do the thing it’s telling you to do right away. Don’t fall into the trap of using your inbox as a to-do list -- that’s a recipe to get burned. Use a task manager for your to-do list and aim to keep your inbox at zero. Realize that email’s true power is communication and use it as a communication tool and nothing else.
  • I’ll use the example of going to a wedding again as something to “touch once”. Aim to accomplish all the tasks at once or at least create tasks and reminders to complete those tasks all in one go. Respond to the RSVP, create the calendar invite with all the information from the invitation, share the calendar event with your date, book your travel, book your hotel, book your rental car, buy your gift from the registry and set a reminder to get your suit/dress cleaned a few weeks ahead, etc.

2. Lean to use your calendar as a tool

Professionals in the “real world” tend to live and die by their calendars. Some people, especially many senior people in medicine, don’t manage their own calendars. But you manage yours. With it you can:
  • Make sure all events—even small ones like dates or errands you want to run—have locations so all you have to do is click the location for directions
  • Send invites to friends / family / coworkers for anything you talk about doing that has the relevant info
  • Make reminders for yourself to prepare for upcoming events, i.e.., don’t count on seeing your parents’/spouses’/whomever’s birthday “coming up” to remind you to get a gift or send a card. Create an event two weeks before their birthday that says “Buy Mom a birthday card”, set it to repeat yearly and buy a card when it comes up, send it a few days later and don’t worry that it won’t get there in time.

3. Learn to use email well

Ever get an email from someone and feel their tone was terse, condescending or rude? Don’t be that person. Error on the side being polite and professional and writing in complete sentences without textspeak. It’s not hard — you type fast, even with your thumbs, I’m sure of it.
  • Learn to communicate effectively. Keep it short but not terse. State why you’re writing to someone, be clear if you’re asking a question, and think about it this way: “How am I making it as easy as possible for this person to understand why I’m emailing them and do what I’m asking them to do?
  • Don’t use a canned salutation like “Best, NAME” or even worse: “Best, INITIALS”. Use your salutation to continue to communicate your message and remember that politeness and professionalism extend through your signature.
    • I don’t know why “Best,” is so common in medicine but it’s meaningless, unthoughtful, inherently passive aggressive and I seriously read it as if the person writing it were signing off by saying “Go f*ck yourself,”. Same thing for “Regards,” and its ilk, any abbreviation like “vr,” or any form of cutesy quote.
    • Write your salutation fresh each time. Did you ask someone for something? Say “Thank you for your help”. Are you writing someone senior to you and want to sound somewhat formal? “Sincerely,” never goes out of style. Are you sharing information and essentially writing a memo? Use “Please let me know if you have any questions”. Your salutation is communication, treat it that way.
    • Sign with your name, not your initials. Signing with initials is a common way senior people will try to remind you they’re senior to you. If you do it, it’s like you’re trying to prove you’re a Cool Guy Big Shot too. It never comes across well -- even for those senior people. Initials are terse. Lowercase initials are even terser. Although they may look different at first glance, all initial signatures functionally come across as ‘FU’. Write your name.
      • If it’s a few rounds back and forth of email, it’s normal drop salutations and signatures and treat email more like texting. Keep using complete sentences without textspeak, though. I promise you’ll come across better that way.
    • Use the ‘signature’ feature of your email client to share your professional details and contact information
      • Your institution (not department) will hopefully have a format for this that’s standardized and includes minimal or no graphics. If it doesn't, then I feel sorry for all the inevitable IT headaches you will eventually endure at your institution since they clearly underfund and undervalue contemporary IT and professional services. It’s the wild west out there so find some good examples of clean, professional signature formats and make one for yourself.
      • Note: this signature lives below your salutation and sign off. It’s essentially the letterhead for your email that lets your recipient fill in the details you may not otherwise provide like your department, mailing address or fax number. It’s not a replacement for signing off of your communication professionally.
    • Never use bold, italics, underlines or different font sizes in your emails. They only make emails harder to read and jumble your message.
  • If you want to highlight something, put it in a numbered or bulleted list.
    • If you can’t communicate what you want with 2-3 bulleted points, then email is not the right medium to use. Do you like reading long emails? Of course you don’t. Write a memo, attach it as a PDF or shared doc and use the email to tell your recipients to review the attachment.
  • You will eventually, in some way or another, ask someone to introduce you to one of their contacts and or refer you for something. Learn how to write a good forwardable email that utilizes the double opt-in concept and how to make it easy on the person doing you the favor. Read more here, here and here.
    • While you’re at it, understand the power of using CC and BCC to communicate effectively.
  • Aim to answer all emails written directly to you within 24 hours.
    • If you can’t respond fully right away, respond briefly saying you got the note and that you’ll work on it and get back to them. Set a reminder or create a task to do or review the thing and get back to them once you’ve done it.
    • Do you hate being left on read in text? You do it in email every time you don’t respond to someone in a timely fashion. It’s better to share a quick, “I got it and I’m working on it message” then not replying until days or weeks later.

4. Don’t let someone else’s negative energy and/or anxiety transfer to you

You will frequently experience things like this in the hospital:
  • A co-resident disagrees with a management decision made at rounds and mentions that so-and-so is an idiot. So-and-so probably isn’t an idiot. Your co-resident probably isn’t an idiot either. Form your own opinions from your own experiences.
  • A nurse pages you with a tone that says “THIS IS REALLY BAD”. It might be, go and see. And on your way, stay calm and go over the steps in your head of what you’d do if it is, in fact, REALLY BAD. But don’t freak yourself out before you even get to the room. You won’t be able to make decisions with a clear head if you’re already worked up.
  • You’re a surgery intern and all your patients are normally on the med-surg floor. Every once in a while, one goes somewhere like heme-onc if the med-surg floor is full. Someone on your team says something like “great, now they’re going to screw up our patient”. Recognize that that floor isn’t full of terrible nurses and may just have less experiences with lines and drains and that the best thing you can do is go down there, talk to the nurse and say “here’s what we want to be called about” and “this thing may look bad but it usually isn’t and we don’t need to be called, here’s why”, and so on. Doing things like this will mean you get fewer calls. Fewer calls are good.
  • Your attending is having a bad day and you’re not enjoying your interactions with them. Don’t let that make you have a bad day too. Medicine is hard enough as it is, stick to your own bad days instead adopting other people’s. Then pull up your friend list, text a buddy and feel better.

5. Don’t neglect your physical health. Trying to eat well and stay active are even more important when you’re insanely busy.

The #1 thing you can do to help your waistline is cook your own food and pack your own meals. It doesn’t matter what you cook or how good of a cook you are, as long as you’re aiming to pack meals that an adult would eat, it will be healthier than takeout and cafeteria food. It’s better for portion control, you control all the ingredients and you get a sense of satisfaction for being on the ball. It’s better in every way.
I know it’s not realistic to always prep and pack your own food on the busiest of services but you should try to hit at least a percentage like 25% or 50% of your meals. There are no lost causes in your own health.
It will be hard to exercise and work out. You should still try to do it anyway. You will go long stretches without exercising at times. Don’t beat yourself up about it. Every day is a chance to do the thing you want to do so get back out there.

6. If your social profiles are private, consider doing some housekeeping and making them public.

Instead of thinking about them as a liability to be that needs to be hidden, think about them as a narrative you can control.
Nothing is private on the internet. Even your private profile. You never know who knows someone you know or what may get screenshotted and shared down the line.
It’s natural to run a web search on anyone you’re meeting for a date, interviewing with for a job, or researching in general. When you search your own name, what comes up? What do you think when you’re searching for someone and they have a private page? Do you ever click on a few links to see professional stuff from LinkedIn, and then some social pages to see what else you learn? So does everyone else.
Use your social pages to put forward a version of you that shows who you are, shows some interests true to yourself, makes you seem like a totally normal and reliable person (which is exactly what any potential date, partner, fellowship director or hiring manager is asking themselves about you) and doesn’t share enough information to let a patient show up at your door.
Medicine lags behind other industries with people still commonly hiding behind private pages. In the tech world, it’s more strange to not have a public page. A private page says more about you that you might want to hide red flags whereas a public page says “go ahead and look, you won’t find any red flags”. One is much more powerful than the other.

Closing and something to read

When you view your professional life, it’s natural to view your professional relationships as being a binary one between patient and physician. That’s certainly essential and certainly important, but as a professional you now have relationships to consider with so many more types of people: co-residents, faculty in your department, faculty in other departments, administrators, support staff, medical students, and so on.
Just as you had to learn how to work with patients, you will have to learn to work with all of the other people in your professional life. Truly effective professionals will treat all interactions importantly and give thought and consideration to each one. All these interactions and relationships will all affect your day-to-day experience, your well-being and, ultimately, your professional experience.
You will find yourself being not just responsible for your patients, but also for yourself, your career and your relationships. It takes effort to succeed in all of those areas. And even with effort, sometimes you’ll be winning in an area and losing in others. And in a few months it will be different -- that’s just life.
I want you to consider looking outside of books and resources written specifically for physicians when you’re trying to tackle these issues inside the hospital and out.
Medicine is a much-smaller-than-you-realize bubble with a long history of personality-driven examples of “that’s just the way we do it” or “that’s how we’ve always done it”. There are good books about medicine out there, to be sure, but you’ll benefit more professionally by learning from the wide world outside of hospitals since there are quite simply many more successful and accomplished people who’ve written great resources for all aspects of professional life that medicine tends to ignore.
I’d recommend you start with this book: Andy Grove’s High Output Management (a review by another Valley titan here). Andy escaped communist Hungary, taught himself English and rose to be CEO of Intel and went on to be a sage of Silicon Valley before he passed. This book is a how-to guide for how to be an effective professional in an organization (hint: you're now a professional in an organization) and if you’ve enjoyed this post at all, you’ll love this book. You may think that this book applies to ‘managers’ and ‘business’ and not medicine but you couldn’t be more wrong. Although it was probably written around the time you were born, nearly everything in this book is a lesson that directly applies to your professional life in medicine and when you start seeing it, you’ll feel like you’re in The Matrix.
Congratulations! You've worked hard to get here. Be proud of yourself, your degree, your long white coat and be the best doctor you can be.
submitted by kiteandkey to Residency [link] [comments]

Scaling Reddit Community Points with Arbitrum Rollup: a piece of cake

Scaling Reddit Community Points with Arbitrum Rollup: a piece of cake
https://preview.redd.it/b80c05tnb9e51.jpg?width=2550&format=pjpg&auto=webp&s=850282c1a3962466ed44f73886dae1c8872d0f31
Submitted for consideration to The Great Reddit Scaling Bake-Off
Baked by the pastry chefs at Offchain Labs
Please send questions or comments to [[email protected] ](mailto:[email protected])
1. Overview
We're excited to submit Arbitrum Rollup for consideration to The Great Reddit Scaling Bake-Off. Arbitrum Rollup is the only Ethereum scaling solution that supports arbitrary smart contracts without compromising on Ethereum's security or adding points of centralization. For Reddit, this means that Arbitrum can not only scale the minting and transfer of Community Points, but it can foster a creative ecosystem built around Reddit Community Points enabling points to be used in a wide variety of third party applications. That's right -- you can have your cake and eat it too!
Arbitrum Rollup isn't just Ethereum-style. Its Layer 2 transactions are byte-for-byte identical to Ethereum, which means Ethereum users can continue to use their existing addresses and wallets, and Ethereum developers can continue to use their favorite toolchains and development environments out-of-the-box with Arbitrum. Coupling Arbitrum’s tooling-compatibility with its trustless asset interoperability, Reddit not only can scale but can onboard the entire Ethereum community at no cost by giving them the same experience they already know and love (well, certainly know).
To benchmark how Arbitrum can scale Reddit Community Points, we launched the Reddit contracts on an Arbitrum Rollup chain. Since Arbitrum provides full Solidity support, we didn't have to rewrite the Reddit contracts or try to mimic their functionality using an unfamiliar paradigm. Nope, none of that. We launched the Reddit contracts unmodified on Arbitrum Rollup complete with support for minting and distributing points. Like every Arbitrum Rollup chain, the chain included a bridge interface in which users can transfer Community Points or any other asset between the L1 and L2 chains. Arbitrum Rollup chains also support dynamic contract loading, which would allow third-party developers to launch custom ecosystem apps that integrate with Community Points on the very same chain that runs the Reddit contracts.
1.1 Why Ethereum
Perhaps the most exciting benefit of distributing Community Points using a blockchain is the ability to seamlessly port points to other applications and use them in a wide variety of contexts. Applications may include simple transfers such as a restaurant that allows Redditors to spend points on drinks. Or it may include complex smart contracts -- such as placing Community Points as a wager for a multiparty game or as collateral in a financial contract.
The common denominator between all of the fun uses of Reddit points is that it needs a thriving ecosystem of both users and developers, and the Ethereum blockchain is perhaps the only smart contract platform with significant adoption today. While many Layer 1 blockchains boast lower cost or higher throughput than the Ethereum blockchain, more often than not, these attributes mask the reality of little usage, weaker security, or both.
Perhaps another platform with significant usage will rise in the future. But today, Ethereum captures the mindshare of the blockchain community, and for Community Points to provide the most utility, the Ethereum blockchain is the natural choice.
1.2 Why Arbitrum
While Ethereum's ecosystem is unmatched, the reality is that fees are high and capacity is too low to support the scale of Reddit Community Points. Enter Arbitrum. Arbitrum Rollup provides all of the ecosystem benefits of Ethereum, but with orders of magnitude more capacity and at a fraction of the cost of native Ethereum smart contracts. And most of all, we don't change the experience from users. They continue to use the same wallets, addresses, languages, and tools.
Arbitrum Rollup is not the only solution that can scale payments, but it is the only developed solution that can scale both payments and arbitrary smart contracts trustlessly, which means that third party users can build highly scalable add-on apps that can be used without withdrawing money from the Rollup chain. If you believe that Reddit users will want to use their Community Points in smart contracts--and we believe they will--then it makes the most sense to choose a single scaling solution that can support the entire ecosystem, eliminating friction for users.
We view being able to run smart contracts in the same scaling solution as fundamentally critical since if there's significant demand in running smart contracts from Reddit's ecosystem, this would be a load on Ethereum and would itself require a scaling solution. Moreover, having different scaling solutions for the minting/distribution/spending of points and for third party apps would be burdensome for users as they'd have to constantly shuffle their Points back and forth.
2. Arbitrum at a glance
Arbitrum Rollup has a unique value proposition as it offers a combination of features that no other scaling solution achieves. Here we highlight its core attributes.
Decentralized. Arbitrum Rollup is as decentralized as Ethereum. Unlike some other Layer 2 scaling projects, Arbitrum Rollup doesn't have any centralized components or centralized operators who can censor users or delay transactions. Even in non-custodial systems, centralized components provide a risk as the operators are generally incentivized to increase their profit by extracting rent from users often in ways that severely degrade user experience. Even if centralized operators are altruistic, centralized components are subject to hacking, coercion, and potential liability.
Massive Scaling. Arbitrum achieves order of magnitude scaling over Ethereum's L1 smart contracts. Our software currently supports 453 transactions-per-second for basic transactions (at 1616 Ethereum gas per tx). We have a lot of room left to optimize (e.g. aggregating signatures), and over the next several months capacity will increase significantly. As described in detail below, Arbitrum can easily support and surpass Reddit's anticipated initial load, and its capacity will continue to improve as Reddit's capacity needs grow.
Low cost. The cost of running Arbitrum Rollup is quite low compared to L1 Ethereum and other scaling solutions such as those based on zero-knowledge proofs. Layer 2 fees are low, fixed, and predictable and should not be overly burdensome for Reddit to cover. Nobody needs to use special equipment or high-end machines. Arbitrum requires validators, which is a permissionless role that can be run on any reasonable on-line machine. Although anybody can act as a validator, in order to protect against a “tragedy of the commons” and make sure reputable validators are participating, we support a notion of “invited validators” that are compensated for their costs. In general, users pay (low) fees to cover the invited validators’ costs, but we imagine that Reddit may cover this cost for its users. See more on the costs and validator options below.
Ethereum Developer Experience. Not only does Arbitrum support EVM smart contracts, but the developer experience is identical to that of L1 Ethereum contracts and fully compatible with Ethereum tooling. Developers can port existing Solidity apps or write new ones using their favorite and familiar toolchains (e.g. Truffle, Buidler). There are no new languages or coding paradigms to learn.
Ethereum wallet compatibility. Just as in Ethereum, Arbitrum users need only hold keys, but do not have to store any coin history or additional data to protect or access their funds. Since Arbitrum transactions are semantically identical to Ethereum L1 transactions, existing Ethereum users can use their existing Ethereum keys with their existing wallet software such as Metamask.
Token interoperability. Users can easily transfer their ETH, ERC-20 and ERC-721 tokens between Ethereum and the Arbitrum Rollup chain. As we explain in detail below, it is possible to mint tokens in L2 that can subsequently be withdrawn and recognized by the L1 token contract.
Fast finality. Transactions complete with the same finality time as Ethereum L1 (and it's possible to get faster finality guarantees by trading away trust assumptions; see the Arbitrum Rollup whitepaper for details).
Non-custodial. Arbitrum Rollup is a non-custodial scaling solution, so users control their funds/points and neither Reddit nor anyone else can ever access or revoke points held by users.
Censorship Resistant. Since it's completely decentralized, and the Arbitrum protocol guarantees progress trustlessly, Arbitrum Rollup is just as censorship-proof as Ethereum.
Block explorer. The Arbitrum Rollup block explorer allows users to view and analyze transactions on the Rollup chain.
Limitations
Although this is a bake-off, we're not going to sugar coat anything. Arbitrum Rollup, like any Optimistic Rollup protocol, does have one limitation, and that's the delay on withdrawals.
As for the concrete length of the delay, we've done a good deal of internal modeling and have blogged about this as well. Our current modeling suggests a 3-hour delay is sufficient (but as discussed in the linked post there is a tradeoff space between the length of the challenge period and the size of the validators’ deposit).
Note that this doesn't mean that the chain is delayed for three hours. Arbitrum Rollup supports pipelining of execution, which means that validators can keep building new states even while previous ones are “in the pipeline” for confirmation. As the challenge delays expire for each update, a new state will be confirmed (read more about this here).
So activity and progress on the chain are not delayed by the challenge period. The only thing that's delayed is the consummation of withdrawals. Recall though that any single honest validator knows immediately (at the speed of L1 finality) which state updates are correct and can guarantee that they will eventually be confirmed, so once a valid withdrawal has been requested on-chain, every honest party knows that the withdrawal will definitely happen. There's a natural place here for a liquidity market in which a validator (or someone who trusts a validator) can provide withdrawal loans for a small interest fee. This is a no-risk business for them as they know which withdrawals will be confirmed (and can force their confirmation trustlessly no matter what anyone else does) but are just waiting for on-chain finality.
3. The recipe: How Arbitrum Rollup works
For a description of the technical components of Arbitrum Rollup and how they interact to create a highly scalable protocol with a developer experience that is identical to Ethereum, please refer to the following documents:
Arbitrum Rollup Whitepaper
Arbitrum academic paper (describes a previous version of Arbitrum)
4. Developer docs and APIs
For full details about how to set up and interact with an Arbitrum Rollup chain or validator, please refer to our developer docs, which can be found at https://developer.offchainlabs.com/.
Note that the Arbitrum version described on that site is older and will soon be replaced by the version we are entering in Reddit Bake-Off, which is still undergoing internal testing before public release.
5. Who are the validators?
As with any Layer 2 protocol, advancing the protocol correctly requires at least one validator (sometimes called block producers) that is honest and available. A natural question is: who are the validators?
Recall that the validator set for an Arbitrum chain is open and permissionless; anyone can start or stop validating at will. (A useful analogy is to full nodes on an L1 chain.) But we understand that even though anyone can participate, Reddit may want to guarantee that highly reputable nodes are validating their chain. Reddit may choose to validate the chain themselves and/or hire third-party validators.To this end, we have begun building a marketplace for validator-for-hire services so that dapp developers can outsource validation services to reputable nodes with high up-time. We've announced a partnership in which Chainlink nodes will provide Arbitrum validation services, and we expect to announce more partnerships shortly with other blockchain infrastructure providers.
Although there is no requirement that validators are paid, Arbitrum’s economic model tracks validators’ costs (e.g. amount of computation and storage) and can charge small fees on user transactions, using a gas-type system, to cover those costs. Alternatively, a single party such as Reddit can agree to cover the costs of invited validators.
6. Reddit Contract Support
Since Arbitrum contracts and transactions are byte-for-byte compatible with Ethereum, supporting the Reddit contracts is as simple as launching them on an Arbitrum chain.
Minting. Arbitrum Rollup supports hybrid L1/L2 tokens which can be minted in L2 and then withdrawn onto the L1. An L1 contract at address A can make a special call to the EthBridge which deploys a "buddy contract" to the same address A on an Arbitrum chain. Since it's deployed at the same address, users can know that the L2 contract is the authorized "buddy" of the L1 contract on the Arbitrum chain.
For minting, the L1 contract is a standard ERC-20 contract which mints and burns tokens when requested by the L2 contract. It is paired with an ERC-20 contract in L2 which mints tokens based on whatever programmer provided minting facility is desired and burns tokens when they are withdrawn from the rollup chain. Given this base infrastructure, Arbitrum can support any smart contract based method for minting tokens in L2, and indeed we directly support Reddit's signature/claim based minting in L2.
Batch minting. What's better than a mint cookie? A whole batch! In addition to supporting Reddit’s current minting/claiming scheme, we built a second minting design, which we believe outperforms the signature/claim system in many scenarios.
In the current system, Reddit periodically issues signed statements to users, who then take those statements to the blockchain to claim their tokens. An alternative approach would have Reddit directly submit the list of users/amounts to the blockchain and distribute the tokens to the users without the signature/claim process.
To optimize the cost efficiency of this approach, we designed an application-specific compression scheme to minimize the size of the batch distribution list. We analyzed the data from Reddit's previous distributions and found that the data is highly compressible since token amounts are small and repeated, and addresses appear multiple times. Our function groups transactions by size, and replaces previously-seen addresses with a shorter index value. We wrote client code to compress the data, wrote a Solidity decompressing function, and integrated that function into Reddit’s contract running on Arbitrum.
When we ran the compression function on the previous Reddit distribution data, we found that we could compress batched minting data down to to 11.8 bytes per minting event (averaged over a 6-month trace of Reddit’s historical token grants)compared with roughly 174 bytes of on-chain data needed for the signature claim approach to minting (roughly 43 for an RLP-encoded null transaction + 65 for Reddit's signature + 65 for the user's signature + roughly 8 for the number of Points) .
The relative benefit of the two approaches with respect to on-chain call data cost depends on the percentage of users that will actually claim their tokens on chain. With the above figures, batch minting will be cheaper if roughly 5% of users redeem their claims. We stress that our compression scheme is not Arbitrum-specific and would be beneficial in any general-purpose smart contract platform.
8. Benchmarks and costs
In this section, we give the full costs of operating the Reddit contracts on an Arbitrum Rollup chain including the L1 gas costs for the Rollup chain, the costs of computation and storage for the L2 validators as well as the capital lockup requirements for staking.
Arbitrum Rollup is still on testnet, so we did not run mainnet benchmarks. Instead, we measured the L1 gas cost and L2 workload for Reddit operations on Arbitrum and calculated the total cost assuming current Ethereum gas prices. As noted below in detail, our measurements do not assume that Arbitrum is consuming the entire capacity of Ethereum. We will present the details of our model now, but for full transparency you can also play around with it yourself and adjust the parameters, by copying the spreadsheet found here.
Our cost model is based on measurements of Reddit’s contracts, running unmodified (except for the addition of a batch minting function) on Arbitrum Rollup on top of Ethereum.
On the distribution of transactions and frequency of assertions. Reddit's instructions specify the following minimum parameters that submissions should support:
Over a 5 day period, your scaling PoC should be able to handle:
  • 100,000 point claims (minting & distributing points)
  • 25,000 subscriptions
  • 75,000 one-off points burning
  • 100,000 transfers
We provide the full costs of operating an Arbitrum Rollup chain with this usage under the assumption that tokens are minted or granted to users in batches, but other transactions are uniformly distributed over the 5 day period. Unlike some other submissions, we do not make unrealistic assumptions that all operations can be submitted in enormous batches. We assume that batch minting is done in batches that use only a few percent on an L1 block’s gas, and that other operations come in evenly over time and are submitted in batches, with one batch every five minutes to keep latency reasonable. (Users are probably already waiting for L1 finality, which takes at least that long to achieve.)
We note that assuming that there are only 300,000 transactions that arrive uniformly over the 5 day period will make our benchmark numbers lower, but we believe that this will reflect the true cost of running the system. To see why, say that batches are submitted every five minutes (20 L1 blocks) and there's a fixed overhead of c bytes of calldata per batch, the cost of which will get amortized over all transactions executed in that batch. Assume that each individual transaction adds a marginal cost of t. Lastly assume the capacity of the scaling system is high enough that it can support all of Reddit's 300,000 transactions within a single 20-block batch (i.e. that there is more than c + 300,000*t byes of calldata available in 20 blocks).
Consider what happens if c, the per-batch overhead, is large (which it is in some systems, but not in Arbitrum). In the scenario that transactions actually arrive at the system's capacity and each batch is full, then c gets amortized over 300,000 transactions. But if we assume that the system is not running at capacity--and only receives 300,000 transactions arriving uniformly over 5 days-- then each 20-block assertion will contain about 200 transactions, and thus each transaction will pay a nontrivial cost due to c.
We are aware that other proposals presented scaling numbers assuming that 300,000 transactions arrived at maximum capacity and was executed in a single mega-transaction, but according to our estimates, for at least one such report, this led to a reported gas price that was 2-3 orders of magnitude lower than it would have been assuming uniform arrival. We make more realistic batching assumptions, and we believe Arbitrum compares well when batch sizes are realistic.
Our model. Our cost model includes several sources of cost:
  • L1 gas costs: This is the cost of posting transactions as calldata on the L1 chain, as well as the overhead associated with each batch of transactions, and the L1 cost of settling transactions in the Arbitrum protocol.
  • Validator’s staking costs: In normal operation, one validator will need to be staked. The stake is assumed to be 0.2% of the total value of the chain (which is assumed to be $1 per user who is eligible to claim points). The cost of staking is the interest that could be earned on the money if it were not staked.
  • Validator computation and storage: Every validator must do computation to track the chain’s processing of transactions, and must maintain storage to keep track of the contracts’ EVM storage. The cost of computation and storage are estimated based on measurements, with the dollar cost of resources based on Amazon Web Services pricing.
It’s clear from our modeling that the predominant cost is for L1 calldata. This will probably be true for any plausible rollup-based system.
Our model also shows that Arbitrum can scale to workloads much larger than Reddit’s nominal workload, without exhausting L1 or L2 resources. The scaling bottleneck will ultimately be calldata on the L1 chain. We believe that cost could be reduced substantially if necessary by clever encoding of data. (In our design any compression / decompression of L2 transaction calldata would be done by client software and L2 programs, never by an L1 contract.)
9. Status of Arbitrum Rollup
Arbitrum Rollup is live on Ethereum testnet. All of the code written to date including everything included in the Reddit demo is open source and permissively licensed under the Apache V2 license. The first testnet version of Arbitrum Rollup was released on testnet in February. Our current internal version, which we used to benchmark the Reddit contracts, will be released soon and will be a major upgrade.
Both the Arbitrum design as well as the implementation are heavily audited by independent third parties. The Arbitrum academic paper was published at USENIX Security, a top-tier peer-reviewed academic venue. For the Arbitrum software, we have engaged Trail of Bits for a security audit, which is currently ongoing, and we are committed to have a clean report before launching on Ethereum mainnet.
10. Reddit Universe Arbitrum Rollup Chain
The benchmarks described in this document were all measured using the latest internal build of our software. When we release the new software upgrade publicly we will launch a Reddit Universe Arbitrum Rollup chain as a public demo, which will contain the Reddit contracts as well as a Uniswap instance and a Connext Hub, demonstrating how Community Points can be integrated into third party apps. We will also allow members of the public to dynamically launch ecosystem contracts. We at Offchain Labs will cover the validating costs for the Reddit Universe public demo.
If the folks at Reddit would like to evaluate our software prior to our public demo, please email us at [email protected] and we'd be more than happy to provide early access.
11. Even more scaling: Arbitrum Sidechains
Rollups are an excellent approach to scaling, and we are excited about Arbitrum Rollup which far surpasses Reddit's scaling needs. But looking forward to Reddit's eventual goal of supporting hundreds of millions of users, there will likely come a time when Reddit needs more scaling than any Rollup protocol can provide.
While Rollups greatly reduce costs, they don't break the linear barrier. That is, all transactions have an on-chain footprint (because all calldata must be posted on-chain), albeit a far smaller one than on native Ethereum, and the L1 limitations end up being the bottleneck for capacity and cost. Since Ethereum has limited capacity, this linear use of on-chain resources means that costs will eventually increase superlinearly with traffic.
The good news is that we at Offchain Labs have a solution in our roadmap that can satisfy this extreme-scaling setting as well: Arbitrum AnyTrust Sidechains. Arbitrum Sidechains are similar to Arbitrum Rollup, but deviate in that they name a permissioned set of validators. When a chain’s validators agree off-chain, they can greatly reduce the on-chain footprint of the protocol and require almost no data to be put on-chain. When validators can't reach unanimous agreement off-chain, the protocol reverts to Arbitrum Rollup. Technically, Arbitrum Sidechains can be viewed as a hybrid between state channels and Rollup, switching back and forth as necessary, and combining the performance and cost that state channels can achieve in the optimistic case, with the robustness of Rollup in other cases. The core technical challenge is how to switch seamlessly between modes and how to guarantee that security is maintained throughout.
Arbitrum Sidechains break through this linear barrier, while still maintaining a high level of security and decentralization. Arbitrum Sidechains provide the AnyTrust guarantee, which says that as long as any one validator is honest and available (even if you don't know which one will be), the L2 chain is guaranteed to execute correctly according to its code and guaranteed to make progress. Unlike in a state channel, offchain progress does not require unanimous consent, and liveness is preserved as long as there is a single honest validator.
Note that the trust model for Arbitrum Sidechains is much stronger than for typical BFT-style chains which introduce a consensus "voting" protocols among a small permissioned group of validators. BFT-based protocols require a supermajority (more than 2/3) of validators to agree. In Arbitrum Sidechains, by contrast, all you need is a single honest validator to achieve guaranteed correctness and progress. Notice that in Arbitrum adding validators strictly increases security since the AnyTrust guarantee provides correctness as long as any one validator is honest and available. By contrast, in BFT-style protocols, adding nodes can be dangerous as a coalition of dishonest nodes can break the protocol.
Like Arbitrum Rollup, the developer and user experiences for Arbitrum Sidechains will be identical to that of Ethereum. Reddit would be able to choose a large and diverse set of validators, and all that they would need to guarantee to break through the scaling barrier is that a single one of them will remain honest.
We hope to have Arbitrum Sidechains in production in early 2021, and thus when Reddit reaches the scale that surpasses the capacity of Rollups, Arbitrum Sidechains will be waiting and ready to help.
While the idea to switch between channels and Rollup to get the best of both worlds is conceptually simple, getting the details right and making sure that the switch does not introduce any attack vectors is highly non-trivial and has been the subject of years of our research (indeed, we were working on this design for years before the term Rollup was even coined).
12. How Arbitrum compares
We include a comparison to several other categories as well as specific projects when appropriate. and explain why we believe that Arbitrum is best suited for Reddit's purposes. We focus our attention on other Ethereum projects.
Payment only Rollups. Compared to Arbitrum Rollup, ZK-Rollups and other Rollups that only support token transfers have several disadvantages:
  • As outlined throughout the proposal, we believe that the entire draw of Ethereum is in its rich smart contracts support which is simply not achievable with today's zero-knowledge proof technology. Indeed, scaling with a ZK-Rollup will add friction to the deployment of smart contracts that interact with Community Points as users will have to withdraw their coins from the ZK-Rollup and transfer them to a smart contract system (like Arbitrum). The community will be best served if Reddit builds on a platform that has built-in, frictionless smart-contract support.
  • All other Rollup protocols of which we are aware employ a centralized operator. While it's true that users retain custody of their coins, the centralized operator can often profit from censoring, reordering, or delaying transactions. A common misconception is that since they're non-custodial protocols, a centralized sequencer does not pose a risk but this is incorrect as the sequencer can wreak havoc or shake down users for side payments without directly stealing funds.
  • Sidechain type protocols can eliminate some of these issues, but they are not trustless. Instead, they require trust in some quorum of a committee, often requiring two-third of the committee to be honest, compared to rollup protocols like Arbitrum that require only a single honest party. In addition, not all sidechain type protocols have committees that are diverse, or even non-centralized, in practice.
  • Plasma-style protocols have a centralized operator and do not support general smart contracts.
13. Concluding Remarks
While it's ultimately up to the judges’ palate, we believe that Arbitrum Rollup is the bakeoff choice that Reddit kneads. We far surpass Reddit's specified workload requirement at present, have much room to optimize Arbitrum Rollup in the near term, and have a clear path to get Reddit to hundreds of millions of users. Furthermore, we are the only project that gives developers and users the identical interface as the Ethereum blockchain and is fully interoperable and tooling-compatible, and we do this all without any new trust assumptions or centralized components.
But no matter how the cookie crumbles, we're glad to have participated in this bake-off and we thank you for your consideration.
About Offchain Labs
Offchain Labs, Inc. is a venture-funded New York company that spun out of Princeton University research, and is building the Arbitrum platform to usher in the next generation of scalable, interoperable, and compatible smart contracts. Offchain Labs is backed by Pantera Capital, Compound VC, Coinbase Ventures, and others.
Leadership Team
Ed Felten
Ed Felten is Co-founder and Chief Scientist at Offchain Labs. He is on leave from Princeton University, where he is the Robert E. Kahn Professor of Computer Science and Public Affairs. From 2015 to 2017 he served at the White House as Deputy United States Chief Technology Officer and senior advisor to the President. He is an ACM Fellow and member of the National Academy of Engineering. Outside of work, he is an avid runner, cook, and L.A. Dodgers fan.
Steven Goldfeder
Steven Goldfeder is Co-founder and Chief Executive Officer at Offchain Labs. He holds a PhD from Princeton University, where he worked at the intersection of cryptography and cryptocurrencies including threshold cryptography, zero-knowledge proof systems, and post-quantum signatures. He is a co-author of Bitcoin and Cryptocurrency Technologies, the leading textbook on cryptocurrencies, and he has previously worked at Google and Microsoft Research, where he co-invented the Picnic signature algorithm. When not working, you can find Steven spending time with his family, taking a nature walk, or twisting balloons.
Harry Kalodner
Harry Kalodner is Co-founder and Chief Technology Officer at Offchain Labs where he leads the engineering team. Before the company he attended Princeton as a Ph.D candidate where his research explored economics, anonymity, and incentive compatibility of cryptocurrencies, and he also has worked at Apple. When not up at 3:00am writing code, Harry occasionally sleeps.
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