parameter golf was a blast.
2,000+ submissions. 1,000+ verified github accounts. ideas ranging from quantization and depth recurrence to TTT LoRA, SSMs, H-nets, JEPA, and more.
autoresearch made iteration dramatically faster — and led to emergent bulletin boards, issue threads, unofficial leaderboards, and agent-built writeups that helped everyone learn from everyone else.
it felt like a glimpse of where interaction with AI is headed: humans setting taste and direction, agents helping explore, coordinate, and share what works.
our goal was simple: make ml research accessible to anyone, anywhere.
it was amazing to see that happen.
full recap:
future events:
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I am the personal financial advisor to the 47th President of the United States.
I have made him $4.05 billion in one term.
Let me say that again. Four point zero five. Billion. One term. The presidency of the United States, upon proper management, outperforms every asset class in recorded financial history, including venture capital, petroleum futures, and the sovereign wealth fund in Abu Dhabi that manages $1.7 trillion and employs nine hundred analysts. I benchmarked it. We beat them with a staff of four and a leather binder.
I keep a binder in the residence. I call it The Number. The Number was $3.4 billion in August. The Number is $4.05 billion now. The Number has never gone down. I update it every Friday at 6 AM, before the briefing, like a surgeon checking vitals on a patient who can only get healthier. The cover is leather. The tabs are color-coded by sector: Crypto, Finance, Hospitality, Media, Other. "Other" includes a Boeing 747-8 valued at $400 million, gifted to him by the Emir of Qatar while he was sitting President. There is no asset class for that. I invented one. I call it EAGLE-7.
Crypto is seventy-five percent of the portfolio. $3.02 billion. I want you to sit with that figure. Three billion from digital tokens and stablecoins. From a man who in 2021 called Bitcoin "a scam against the dollar." His words.
The flagship holding is Trump Media's bitcoin stockpile. He holds 42% of the company. The company sold shares to institutional investors. Used their capital to purchase bitcoin. His personal stake from that maneuver alone: $1.15 billion. He drafts national cryptocurrency regulation from the Resolute Desk. Signs executive orders on digital asset policy. Handpicks the SEC chair who will enforce them. His bitcoin goes up when he does these things. The investors' stock goes down.
That's a conflict of interest.
I'm kidding. I've never used those words in that order. That's the investment thesis.
Then there is Alt5 Sigma. I need you to understand Alt5 Sigma. Alt5 Sigma was previously known as Appliance Recycling Centers of America. Founded in 1991. In Minnesota. It recycled dishwashers. Then it became a biotech. Then a digital payments company. Then Zach Witkoff, son of the President's special envoy, became chairman, and it became the primary vehicle for purchasing World Liberty Financial tokens. In 1991 it recycled dishwashers in Minnesota. In 2025 it funneled $562 million to the President's family through a Rwandan subsidiary convicted of money laundering. The CEO was removed. The CFO was fired. The auditor was replaced. Twice. The stock went from $8 to $2. We received $562 million from it. I put it in the binder.
I logged it in the binder on a Thursday. I used Garamond. It felt appropriate for a company whose journey from kitchen appliances to international money laundering spanned exactly thirty-four years.
The stablecoin is where the architecture gets beautiful. USD1. $136 million in projected interest over the remaining term. I will show you the math because the math is the point. $3 billion in circulation. Times 4% annual return. Times three years remaining in office. Times the family's 38% share. The UAE purchased $2 billion of USD1. Then Binance promoted it. Pumped circulation from $2 billion to $5 billion. Binance's founder had pleaded guilty to money laundering violations.
He received a presidential pardon in October.
I pardon you. You promote my stablecoin. My stablecoin generates $136 million. The pardon cost nothing. The coin cost nothing. The oath of office cost nothing. The entire apparatus of federal clemency was converted into a revenue instrument and nobody filed a complaint.
That's yield.
TRUMPcoin. $385 million. A memecoin with the President's face on it, launched days before inauguration. Every person who bought TRUMPcoin at launch and held it has lost 90 cents of every dollar. Every person who bought it made the President $385 million richer on the way in. That's the product. The product is not a coin. The product is belief. We are very long belief.
His sons received a 13% equity stake in American Bitcoin. A New Yorker investigation determined they contributed, and I quote, "nothing else of obvious value." I would characterize their contribution differently. They contributed the single most valuable commodity in American commerce, worth more per ounce than lithium, more per gram than fentanyl, more per syllable than any word in the English language. Proximity to the man who pardons people.
That's due diligence.
Hospitality. $271 million. Mar-a-Lago now generates $50 million a year. It generated $10 million when he took office. Initiation fee: $1 million. You are paying $1 million to eat dinner in the same room as the man who controls the Department of Justice. I set that price. It is undervalued.
Saudi Arabia. The Crown Prince visited the White House. Then Dar Al Arkan signed licensing deals estimated at $10 billion. Hotels in the Maldives. Golf clubs in Riyadh. A tower in Jeddah. He sat next to the man who ordered a journalist dismembered and said, quote, "He knew nothing about it." Then he signed the hotel deal. I have the term sheet. Our fee is 2-10% of revenue. We do not ask what happened to the journalist. That is not in our mandate. $106 million is in our mandate.
That's client retention.
Finance: $340 million, predominantly Persian Gulf sovereign wealth fund arrangements structured through intermediaries whose names I am not going to say in this format. Media: $116 million. Legal fee fundraising and branded merchandise: $128 million. The Qatari jet: $150 million. I have already mentioned the jet. I mention it again because a sitting foreign head of state gifted the sitting American President a $400 million flying palace with gold-plated fixtures and a master suite, and not a single member of Congress has asked a follow-up question. Not one. Not in committee. Not in writing. Not on camera. Five hundred and thirty-five legislators. Zero questions.
Now. I am required by my own conscience, which is vestigial at this point, to disclose downstream performance.
Every public-facing investment vehicle associated with this portfolio has collapsed for outside investors. I will read them.
TRUMPcoin. Down 90%.
American Bitcoin. Down 80%.
Trump NFTs. Down 80%.
Trump Media stock. Down 60% since inauguration.
Alt5 Sigma. Down 75%.
The family's positions were structured to extract value before these declines materialized. The retail investors' positions were structured to supply the value being extracted. There were approximately 600,000 retail wallets holding TRUMPcoin at peak. Retirees. Day traders. People who believed the branding. Their aggregate losses capitalized the portfolio. Their savings became his tab in the binder.
That's liquidity.
I want to address the competitive landscape. I am a financial professional. I benchmark everything.
In 2016, the President stood at a podium and called Hillary Clinton "the most corrupt enterprise in political history." He said she "turned the State Department into her personal hedge fund." The accusation that ended her career was $153 million in speaking fees. Combined. With her husband. Over fifteen years. Goldman Sachs paid her $225,000 per speech. He said the word "crooked" so many times it became her legal name.
$153 million. Fifteen years. Two people.
I made him $4.05 billion. In one term. By himself.
A 26-to-1 ratio. I wrote it on the whiteboard in the residence.
Then there was the Biden family. "The Biden Crime Family," he called them. He held rallies about it. He got impeached over investigating it. The Republican House spent two years and $3.5 million in taxpayer funds to uncover, per their own final report, approximately $24 million in Biden family income over five years. Hunter Biden's Burisma salary was $1 million a year, later reduced to $500,000. The Chinese payments were $664,000. The House Oversight Committee called it "influence peddling at the highest level."
$24 million. Five years. Ten family members.
My client made that in two days. I have the math. $4.05 billion divided by 365 days is $11.1 million per day. The entire Biden investigation, the impeachment, the hearings, the Fox News segments, the "CRIME FAMILY" hats, all of it, for an amount my client earns before his Wednesday morning briefing.
The ratio is 168 to 1. I put it on the whiteboard next to the Clinton number. The President saw it. He laughed. He did not ask me to take it down.
"Drain the swamp," he said in 2016. I drained it. Into the binder. The swamp is now a portfolio. It is the highest-performing portfolio in the history of public office, and the man who built it ran for President on the promise that he would stop people from doing exactly what I help him do every single day.
That's positioning.
When the New Yorker published the full accounting, $4.05 billion across five sectors, and asked the President whether he saw a conflict of interest between the office and the fortune, between the pardons and the profits, between setting crypto policy and holding $3 billion in crypto, he told the New York Times six words.
"I found out that nobody cared."
He was right. He has been right about that singular fact since the beginning. Nobody cared when he launched the coin. Nobody cared when he pardoned the convicted money launderer who pumped his stablecoin. Nobody cared when a dishwasher recycling outfit in Minnesota became a $562 million pipeline to his family through a subsidiary that had been convicted on three continents. Nobody cared when 600,000 wallets evaporated so the leather binder in the residence could gain another tab.
He found out nobody cared. Then he monetized the finding at a rate of $11.1 million per day, every day he has held office, including Sundays, including holidays, including the morning he sat next to the Crown Prince and said the murdered journalist had it coming.
$4.05 billion. One presidential term. Zero indictments. Zero congressional hearings. Zero audits. Zero consequences of any kind for any person at any level of the operation.
The chart goes up. It only counts his money.
There is another chart. It has 600,000 wallets on it. Retirement accounts. People who believed a dishwasher recycling company in Minnesota was a sound vehicle for their savings.
We do not publish that one. I filed it under EAGLE-7.
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实话实说,画面和音乐都不错,但是这个文案差点意思:
Nobody knows win better than me!(没有人比我更懂赢!)
Win win win win win win better than me.(赢赢赢,赢赢赢,比我更懂。)
Drones in the Gulf, we bring the heat.(看波斯湾的夜空飞着无人机。)
I run the board out in the Middle East.(没有人比我更懂中东这局棋。)
Wall Street pumpin, straight magic.(华尔街的股票涨得太神奇。)
Sharpie on the chart, straight to the moon!(拿黑色马克笔画线突破天际。)
Very legal, very cool!(非常合法,非常酷!)
You are FIRED!(你被开了!)
Get out my lane!(赶紧给我让出路!)
They say I break the golden rule, but I just make them look like a fool!(你说我坏了规矩,可我就要把你当猴耍!)
What is the strategy? I have no strategy!(啥策略?我没策略!)
I win the votes on the golf tee!(我玩着球就把选票赢了!)
Thought I'd play it safe by the book.(他们以为我会乖乖按套路出牌。)
Droppin' headlines, leavin' 'em shook!(我不停制造新闻让全世界发呆!)
Hear that? Summer cicadas wildin' out!(听见了吗?夏天的知了全都在尖叫。)
Win so hard y'all bout to snap!(我不停地赢,赢到你们都疯掉。)
Fake News...(假新闻...)
We got the biggest numbers, you cannot refuse!(我们数据炸裂,不服憋着。)
Double the tariffs, nowhere to hide.(加倍的关税,让你无处可逃。)
Two hours sleep, I'm built different.(我一天只睡两小时,绝对不疲劳。)
Tariffs are high, reaching the sky!(关税高高,直冲云霄!)
Sleepy guys waving goodbye!(小懒蛋们,慢走不送!)
Ain't nobody get this magic like I do!(没有人比我更懂这奇妙。)
Get it? Clap it up! Let's bounce!(听懂掌声,跟我一起跳!)
We won.(我们赢啦。)
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