Carter Williams | Innovating #FoodisHealth Advocate for a food system that reduces healthcare costs. Sharing insights on science, scale, and market dynamics.

St. Louis and Harbor Springs
If food is upstream of health, then the food system is the most expensive policy failure in America. I write about: - Fixing food - Rethinking medicine from the mitochondria up - How trust breaks down when systems reward compliance over truth Follow if you're building the next chapter.
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Soil is infrastructure The productive capacity of a CPG's supply shed is infrastructure, just as a factory, distribution center, data center or GPU cluster is infrastructure.
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Past Oligarchs built this. The new ones put it in your phone for free. And for $200 a month more you have the power of 50 programmers. And this is bad?
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It is easier to build weapons if you don't care about collateral damage. The US is a leader in caring about it, and goes way further at a lot more cost, to reduce CEP.
Secretary of State Marco Rubio: "The one thing we are concerned about, however, is that over the last few months on a number of occasions American-linked ships, American oil supplies, have been targeted -- probably not deliberately -- but targeted nonetheless by Ukraine. That needs to be addressed. We can't have that happen."
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Bend is a cool idea
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Why dont we move press to larger room in Eisenhower Executive Office Building and have lottery for pool when setting is smaller like travel. And have some common feeds that go to all reporters.
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The value of federalism. Now let's try some different approaches to health, food, education
U.S. States where you can't pump your own gas
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A fable of sorts I guess
Canadian PM Mark Carney: There are only four countries at the forefront of AI: France, Canada, China and the United States. We must join forces to ensure an appropriate framework so that AI is safe and effective.
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For $200 a month you have the world's knowledge and programming ability of 50 engineers to build any idea you have. Oligarchs?
AOC puts out long statement on AI: "Silicon Valley billionaires want us to believe that Al robots will destroy humanity. But the biggest threat to humanity are the tech oligarchs themselves."
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Maybe it really is all a simulation and we are each NPCs
Obama is perfectly displaying the concept of hallucination with LLMs here. He sounds so darn good and confident, while having absolutely no clue wtf he sayin.
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We don't trust government to use Flock cameras properly and avoid violation of cival liberty, but we do trust governemnt to control our healthcare and children's education?
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Avert your eyes and focus on cash flow. You are not selling your soul. While the doomers and anti-accelerate crowd fill every room with noise, some people are just making life better for themselves. In Louisiana, a teacher’s supplemental pay jumped from a $10,200 max last year to as much as $50,935 this year. The money came from sales taxes. The taxes came from Meta building a data center down the road. Meta’s Louisiana bet is now north of $50 billion. Peak construction around 7,500 workers. About 1,000 permanent jobs in a parish of ~20,000. Local businesses already have $1.6B+ in contracts. Meta pays its own power costs instead of dumping them on ratepayers. AI is also about land, power, fiber, electricians. A teacher in Rayville cashed a bigger check, a caterer went from 40 meals to 400, and welders are looking at six figures. knoe.com/2026/06/09/some-ric…
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Reasons why I thought it odd Anthropic picked a fight with DoD, and why I am long PLTR. DoD has been thinking about good and bad use of AI for decades, and was deploying it well before Dario was born. Not better AI, but the practical application at scale. Which gives you perspective on proper application.
Palantir CEO Alex Karp on CNBC today: closed models can absorb a company’s proprietary knowledge into someone else’s system, while open-weight models let the company keep that knowledge, customization, and control inside its own environment. "When you use a closed model and you pay for tokens, the reason the tokens are discounted is not so they can grow the market. They’re discounted so that they can get access to their IP, so that their models get better. And there was functionally no honest conversation about this or disclosure. Now, that’s point one. Point two is: without an application layer and without post-training, which is currently being done with open-weight models on the classified side—and it’s just taking off across America because it’s cheaper and ends up being safer, and you control your future and your present" ---- From "CNBC Television" YouTube channel, (full video link in comment)
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Zuckerberg gets it. No drama. Do the work.
Last month I wrote about how we can build a positive and safe future for everyone: meta.com/thefutureisforevery… Every lab has the responsibility and incentive to move at the pace required to train its models safely, and the ability to take its own actions to ensure that happens. The reality is: - People won't want to use agents that are misaligned with them and that don't do what they ask, so labs have a strong natural incentive to make their models more aligned. There is a lot of debate about slowing progress on capabilities until alignment catches up. My view is that trust and alignment are quickly becoming the most important capabilities that will differentiate agents and models. Any lab that doesn't focus on alignment will fall behind. - Labs face significant liability if their models cause harm, so they have a strong incentive to prevent this as well. Meta delayed shipping Muse for several months to focus on safety and security. We didn't call for everyone else to do this before we would. We just did it as part of our day-to-day work because it was clearly the right thing for people and for us. I'm proud of the security foundations we've built. - Engaging independent evaluators and advisors is industry best practice. MSL already does this today in several areas because it helps produce better work. Other labs can just do this too. In general, it would be helpful for there to be a larger and more diverse ecosystem of evaluators. - Committing the significant majority of compute towards serving people rather than racing towards recursive self-improvement is one of the best ways to ensure we develop this technology safely. Meta has made this commitment and other labs can do this as well. I believe the key to building a positive future for everyone is maintaining the right balance of power. This is within our power to do.
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I have done a good deal of fly fishing. Never like this.
Newsom tells @jaketapper he won’t run in 2028 if Kamala Harris runs.
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Model Enforcement
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Never stop building
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What would Sarah Connor do to accelerate John's education in a world on the verge of AGI?
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Yes
PETER THIEL CALLED IT. The Antichrist wouldn’t build the doomsday machine. This clip aged terrifyingly well. Peter Thiel predicted in June, 26, 2025 exactly what is happening right now with Anthropic, Coxon and the AI-safety landscape. “The way the Antichrist would take over the world is you talk about Armageddon non-stop, you talk about existential risk non-stop.” The 'Antichrist' wouldn’t seize power by creating an AI apocalypse, but by CONVINCING everyone that the apocalypse was coming and then offering safety in exchange for CONTROL. A must watch.
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If AI is going to kill us all, I just want to be clear that Inspector Columbo should not be accusing Anthropic, because Fable can't even save a Word document properly without corrupting the file.
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