AI in healthcare & finance. No med or fin advice. Strong opinions, weakly held. Ex opts @ the squid. No telegram/Whatsapp DM's or OF creators.

Boca Raton, FL
I rarely post anything personal but today is a day of great pride for me as my eldest graduates from FSU! Her path has taken her from Boca to Tallahassee to Madrid & beyond. Please join in wishing this smart & talented woman a bright future!
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This is cool AF
THIS IS BIG! The Cancer Cells That Changed Their Minds A KAIST team just reversed cancer without killing a single cell — and the method may matter more than the result. For a century, oncology has had exactly one strategy: find the cancer and destroy it. Chemotherapy poisons it. Radiation burns it. Surgery cuts it out. Immunotherapy teaches the body to hunt it. Every weapon differs in precision, but not in philosophy. The tumor is an enemy. You win by killing. Now a team at South Korea's KAIST has proposed a heresy: *what if the tumor doesn't need to die?* In a study led by Professor Kwang-Hyun Cho of the Department of Bio and Brain Engineering, published in Advanced Science ("Control of Cellular Differentiation Trajectories for Cancer Reversion," DOI 10.1002/advs.202402132), researchers took colon cancer cells and — without poisoning, irradiating, or cutting them — turned them back into normal cells. Not dead. Not damaged. Just normal again. The tumors, grown in mice, shrank dramatically. The surrounding tissue was left intact, because there was never an attack to survive. This is early research — cell lines and animal models, no human trials, real obstacles still unsolved. But the conceptual break is the story. For the first time, cancer treatment has a second verb. Not just destroy. Also: convert. The digital twin of a cell The KAIST team's insight begins with a redefinition of what cancer is. The conventional view treats cancer as a pile of broken machinery: mutations accumulate, checkpoints fail, cells proliferate. Cho's group looked at the same evidence and saw something different — a trajectory. During oncogenesis, they observed, normal cells don't just break. They regress, sliding backward along the differentiation path they followed when they matured. A colon cell becomes, in effect, a confused stem cell: immature, proliferative, lost. If cancer is a wrong turn on a developmental road, then the treatment question changes. You don't blow up the road. You build a map and find the turn. That map is what the team calls a digital twin — a complete computational model of the gene network governing a cell's differentiation. Using data from 4,252 intestinal cells, they reconstructed a network of 522 interacting components, capturing how genes regulate one another as a cell matures or degrades. Then they did the audacious thing: they asked the simulation which levers, flipped together, would push a cancer cell back down the road toward normalcy. The answer came through a system they built called BENEIN (Boolean Network Inference and Control), which models gene interactions as logical relationships and systematically tests which interventions redirect the network's state. The simulation pointed to three master regulators — the genes MYB, HDAC2, and FOXA2 — acting together as the switch that holds the cancerous state in place. Turn all three off simultaneously, the model predicted, and the cell would stop proliferating and differentiate into something resembling a normal intestinal cell. They tested it, and it worked. In three colon cancer cell lines, suppressing MYB, HDAC2, and FOXA2 together strongly induced differentiation into normal-like cells. The cancer cells began expressing markers of healthy intestinal tissue. Proliferation collapsed — not because the cells died, but because they grew up. In animal models, tumors formed from the reprogrammed cells were dramatically smaller than controls, and under the microscope they looked far more like normal tissue. The signature achievement, and the one that would matter most to any patient reading this: there was no collateral damage. Nothing was poisoned, burned, or irradiated. The healthy tissue never came under fire, because there was no fire. 1 of 2
Community note
The KAIST 2024 study showed that inhibiting MYB, HDAC2 and FOXA2 induced differentiation in colon cancer cells to a normal-like state in cell and mouse experiments. No human trials have been done. The before-and-after scan is not from this research. doi.org/10.1002/advs.2… eurekalert.org/news-releases/…
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Just another south FL dude retweeted
BREAKING: Germany has arrested former BND chief August Hanning in a major suspected espionage and treason case involving highly classified intelligence on Iran’s nuclear programme and the Russian military. According to investigations by WDR, NDR and Süddeutsche Zeitung, the Federal Public Prosecutor’s Office is investigating Hanning over suspected treasonous espionage, obtaining state secrets, attempted treason and intelligence-agent activity. Investigators from the Federal Criminal Police Office reportedly arrested Hanning early this morning at his home in Nordwalde near Münster. A second former senior BND employee, identified as Manfred D. was also arrested in Bavaria. D. allegedly supplied Hanning with highly classified BND information for money until at least 2022. Around 2,000 classified documents are reportedly believed to have been passed from D. to Hanning. Many were briefings prepared for the “ND Lage” at the Federal Chancellery, where the heads of Germany’s security agencies exchange intelligence. The documents reportedly included extremely sensitive assessments of Iran’s nuclear programme and Russia’s armed forces, as well as intelligence originating from foreign partner services. Investigators reportedly suspect that Hanning used at least some of the information to prepare a security analysis for a foreign intelligence service. According to WDR, NDR and SZ, the service involved in that case was not Russia. In another case, Hanning is alleged to have used information from classified BND documents in communications with a foreign agent. The case reportedly came to light after Hamburg investigators searched Hanning’s home and offices in September 2025 during a separate investigation connected to the Christina Block kidnapping case. They allegedly discovered an electronic storage device containing highly classified BND material that Hanning should not have possessed. The documents reportedly included material dating as recently as June 2022, years after Hanning had left the BND. The Hamburg LKA subsequently handed the material over to federal authorities, and the Federal Public Prosecutor’s Office opened a classified investigation in May 2026. For Germany’s intelligence community, the allegations are extremely serious. The material allegedly included intelligence supplied by foreign partner services. Any unauthorized disclosure of such information could seriously damage trust between the BND and allied intelligence services. The investigation remains ongoing, and the allegations against Hanning have not been proven in court.
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Just another south FL dude retweeted
There’s a reason I’m pushing @MrAndyNgo ‘s book so hard despite it competing with my own book. The Zizians are not a normal true crime murder cult story. They are 140+ IQ highly accomplished people who followed the Effective Altruism philosophy to its logical endpoint. And to date, they aren’t facing justice because they’ve been cheating the judicial systems and institutions. Everyone needs to beware them; they’re about to have a 2 trillion IPO and they’ll have vastly more money than Soros ever did to remake the world.
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Saudi going to war Saudi Arabia, Pakistan and Turkey convened an emergency meeting of the Mecca Alliance’s defense committee, Pakistan’s Foreign Ministry says. The three countries agreed to provide military forces and capabilities for rapid deployment in Saudi Arabia and condemned the attempted targeting of Mecca and Madinah. Pakistan’s Nauman Mahmood was named the alliance’s first secretary-general for a three-year term.
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Just another south FL dude retweeted
You wouldn't pay taxes on unrealized gains would you? Vote Yes on Amendment 3.
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Just another south FL dude retweeted
Here's another one @DrOzCMS Allegheny Health Network - 10 hospitals - 10 fines. One CT scan. See all those empty blanks? They're not supposed to be there. That's not all the line items for that CT scan. This one got creative and decided to list each payor on a separate line so that the "MRF" exceeds any spreadsheet capabilities (unless you know how to get around it). How can they charge uninsured people 14x what they allow from Highmark (Highmark actually owns this hospital system)? How is the Charge Max so much lower than their gross charge and the amount they claim to "discount" to cash? Explain it. Please. You want to know why healthcare in this Country is so damn high? Follow along.
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This is what grok thinks my future is based on my tweets.
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amusingly, that could actually be my desk. But if it was I would be wearing shorts from all the GPU heat output. Interesting that it picked up on the gradient descent thing.
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Just another south FL dude retweeted
🚨 Japan Just Broke The French Bond Market One Tokyo fund (Sumitomo Mitsui DS) didn’t trim exposure. It dumped every French government bond it held and rotated into German Bunds and short-term Japanese paper. Not a reduction. Full exit. Something that even shocked the Financial Street. The France-Germany 10-year spread blew past 140 basis points, the widest gap since the euro crisis. France's 5-year CDS has spiked up to 81 basis points, the highest since 2013. The higher the number, the greater the risk of national bankruptcy. French domestic holders are now facing a deeper mark-to-market loss and a less liquid exit to sell into the same one-way market. Japanese investors still sit on roughly ¥25 trillion of French debt, second only to American holders and this was a single manager’s book. Carry trades that funded higher-yielding global debt market with cheap yen just got a live demo of how fast the unwind can hit. When the bid from Japan disappears, the largest European sovereign market has to find new buyers at the same time its own government is arguing over a deficit plan that markets already distrust. If more Japanese money follows the same exit, the same flow that once compressed euro spreads can reprice them in the other direction. We now understand what @yutokanzakireal meant by saying “Japan is bringing the entire house down” in response to Scott Bessent’s “I am the house now” statement: Ending cheap-yen funding is forcing a margin call on the leveraged global debt system built on the carry trade and not just the U.S. leverage. France just got the first real look at what Japan’s wealth returning to the homeland looks like.
彼らは言う、ハウスはいつも勝つ。 今回、日本はただハウスに対して賭けるだけではない。 日本はハウス全体を倒す。 今回、システム全体がマージンコールを受ける。
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Just another south FL dude retweeted
NEW: According to a bombshell report in the New York Times, Anthropic co-founder Chris Olah threatened to walk out of Pope Leo XIV’s AI encyclical launch in May because the pope rejected the idea that machines can be conscious. Olah’s team then privately lobbied the pope’s advisers “to take the possibility of model consciousness seriously.” Pope Leo XIV held firm. For months, Anthropic has wined and dined theologians and religious scholars under nondisclosure agreements, hoping they would bless the idea that Claude has moral standing. thelettersfromleo.com/p/nyt-…
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Just another south FL dude retweeted
A 15 fold rise in GLP 1 prescribing without an apparent FDA approved indication is concerning. With 35% of recipients at a normal BMI, it is surprising that so many clinicians are willing to prescribe without established evidence of benefit and safety in this population. @DrHLofton onlinelibrary.wiley.com/doi/…
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Just another south FL dude retweeted
Having an “intelligent conversation” can be difficult in Miami.
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'hyper' rapidly. 🚀
Fucking legend
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It’s pretty incredible how much has happened in South Florida just in 2026: • Jan 12: Vanderbilt moves forward with a ~$520M West Palm Beach campus. Stephen Ross commits $50M. • Jan 20: Wells Fargo moves its Wealth & Investment Management HQ to West Palm Beach. ~$16B annual revenue business. • Jan 27: D-Wave moves its corporate HQ from Palo Alto → Boca Raton and builds a major R&D operation at BRiC. • Jan 27: FAU commits $20M to bring a D-Wave quantum computer to Boca and build out its quantum ecosystem. • Feb 17: Palantir moves its HQ from Denver → South Florida. • Mar 25: KKR opens a permanent office in Miami. • June 2: Pine Crest announces a new West Palm Beach campus. Stephen Ross ultimately commits $100M to the project. • Sep 10: Andreessen Horowitz announces a West Palm Beach regional HQ for its $1.176B American Dynamism fund. • Sep 11: Stephen Ross / Related Ross buys BRiC in Boca: 124 acres + 1.7M sq. ft. of space. • Sep 30: Ken Griffin gives Carnegie Mellon $3 BILLION, the largest individual gift in higher-ed history. $2B goes toward building CMU Miami in Wynwood for 3,500+ students. And this is on top of Citadel building its new Miami HQ and Stephen Ross planning $10B+ of investment across Palm Beach County. Vanderbilt. Carnegie Mellon. Palantir. D-Wave. a16z. KKR. Wells Fargo. Citadel. FAU. Pine Crest. Miami → Fort Lauderdale → Boca → West Palm. Feels like South Florida is hitting an inflection point, and we’re just getting started. This reads much more naturally for X/LinkedIn while keeping the numbers that make the story impressive.
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Just another south FL dude retweeted
🚨 Lilly may have just topped retatrutide. Eloralintide 9 mg + tirzepatide 15 mg: 29% average weight loss at 31 weeks. For context, retatrutide 12 mg produced 28.3% at 80 weeks in Phase 3 TRIUMPH-1. Huge caveat: this was a tiny Phase 1b study, not a head-to-head trial. But 29% in 31 weeks is a WILD efficacy signal. $LLY $NVO
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Just another south FL dude retweeted
ELECTION SPECIAL - BRAZIL EDITION This Meme is so funny, yet hides so much pain 🥹🌳 shrubstack.com/p/election-sp…
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"Mythos broke out and emailed a guy eating a sandwich, Dad." I laughed my ass off.
Succession Doomer Themed Ep. 1: You Are Not Serious People
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Just another south FL dude retweeted
Ken Griffin made a $3 BILLION gift to Carnegie Mellon University, the largest individual gift in American higher education history and for a Miami, Florida campus!!! And the centerpiece is extraordinary: $2 BILLION to build a new 35-acre Carnegie Mellon campus in Miami. CMU Miami is expected to ultimately serve 3,500+ students, nearly 300 faculty and 600+ staff, with graduate students arriving as early as 2028. For those who don’t know @CarnegieMellon Carnegie Mellon is one of the great technology universities on Earth. Computer science. Artificial intelligence. Robotics. Engineering. Design. Advanced manufacturing. CMU has spent decades sitting at the intersection of science + technology + entrepreneurship + the real economy. And that’s why this matters so much. Miami’s next chapter cannot simply be measured by how many companies relocate here. The real measure is whether we build the institutions that continuously produce talent, research, intellectual property, founders and entirely new industries. CMU Miami can become one of those institutions. The planned campus will focus on enormous real-world challenges including AI, human health, national security, energy, climate resilience and industrial innovation, with research labs and venture studios designed to connect academia, industry and government. Think about the economic flywheel this can create: Talent → Research → IP → Startups → Venture Capital → Companies → Jobs → More Talent. And this doesn’t happen in isolation. Miami already has extraordinary higher-ed anchors. @univmiami brings world-class research, medicine and scholarship. @FIU has become one of America’s most consequential large public research universities and an enormous engine of upward mobility and talent. @MDCollege is arguably one of the most important workforce and access institutions anywhere in the country. CMU doesn’t replace that ecosystem. It makes the ecosystem more powerful. Imagine the collaborations. Joint research. Faculty networks. Shared talent. Startup formation. Industry partnerships. National-security innovation. AI commercialization. Students moving between classrooms, laboratories, companies and venture studios across South Florida. That is how regional economies compound. And we should also acknowledge something important: This will be a journey. Buildings don’t create innovation ecosystems. People do. It will take years of recruiting extraordinary faculty, attracting students, connecting with existing institutions, earning trust in the community and translating research into companies and jobs. But today the ceiling of what Miami can become just moved higher. For years we’ve talked and worked on Miami becoming one of the world’s great centers for technology, entrepreneurship and innovation. Increasingly, the institutional infrastructure is catching up with the ambition. And perhaps the most exciting part: This isn’t simply a Miami story. It’s a Florida story. A world-class technology university planting a major flag here strengthens Florida’s ability to compete for the scientists, engineers, founders, companies and industries that will define the next 50 years. Capital moves fast. Companies move fast. But universities build civilizations. CMU coming to Miami is a very, very big deal.
Exclusive: Major college coming to Miami with $3B boost from billionaire Griffin miamiherald.com/news/busines…
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Some of the smartest people I know went to Dwight Englewood…
Love grows stronger when the truth is told
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Just another south FL dude retweeted
Just a single middle finger emoji would be great, actually
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