Vincent Paul @_vincentpaul_
AI will be controlled by people—or control them. Building AI of, for, and by the people. Prev: Yale | Stanford | Co-founder, Pi Network. shocksense.substack.com Atlanta Joined May 2016-
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Any good options for Cursor on mobile? I have their PWA but it doesn’t seem to maintain my chat threads across devices.
Andrew’s explanation of hallucinations clicked for me. They happen when the model lacks the exact fact and fills the blank with a best-guess pattern. Sounds right, still wrong. I was skeptical of OpenAI’s diagnosis; this explains my intuition. Worth checking out.
Andrew’s explanation of hallucinations clicked for me. They happen when the model lacks the exact fact and fills the blank with a best-guess pattern. Sounds right, still wrong. I was skeptical of OpenAI’s diagnosis; this explains my intuition. Worth checking out.
JD “I don’t give a shit” Vance says killing people he accuses of a crime is the “highest and best use of the military.” Did he ever read To Kill a Mockingbird? Did he ever wonder what might happen if the accused were immediately executed without trial or representation??…
JD “I don’t give a shit” Vance says killing people he accuses of a crime is the “highest and best use of the military.” Did he ever read To Kill a Mockingbird? Did he ever wonder what might happen if the accused were immediately executed without trial or representation??…
The Great mock-in begins
New post on Substack. I review the literature regarding how IQ changes as you age, and conclude that the best available evidence shows that it does not begin to decline until age 50 or 60.
The AI discussion would be a lot more interesting if we could move beyond hype and doom to more nuanced views. As F Scott Fitzgerald said: “The ability to hold two opposing truths is the first rate sign of intelligence.”
The AI discussion would be a lot more interesting if we could move beyond hype and doom to more nuanced views. As F Scott Fitzgerald said: “The ability to hold two opposing truths is the first rate sign of intelligence.”
I’m interested in people art using AI as a medium for storytelling, rather than as a fancy paintbrush or synthesizer. Pitch me your best project ideas, or share a link to something that great that already exists! It’s very early days, but I believe the medium has great promise.
Did you know you can get LLMs to perform better by coaching them as you would peers or staff? Here's a "tough love" prompt I used recently that got great results: "You whiffed on this one. You missed the other artifacts I uploaded, after you asked me to upload them. Then, you…
Want better outputs from LLMs? Steal this "AIQ" formula: (Artificial)IQ = Base × Routing × Context × Deliberation Base = base model capabilities Routing = aim attention & tools Context = labeled, linked, minimal Deliberation = plan, break down, call tools, verify, iterate
Most people use Claude Code for coding. But my friend @AlexFinnX uses it to run his life. He's built a "Claude Life" operating system that uses AI agents to: - Do research - Curate AI news - Track business metrics - Analyze brain dumps ...and more I asked him to walk me…
My TL is suddenly on fire with insight. @nikitabier bringing back that old Twitter magic. Bravo!
Pick decentralized AI freedom over crony capitalistic ring kissing. Be your own boss, live in cyberspace, stack real money and make AI truly free and non totalitarian. Build tech that doesn’t need to kiss a ring, and never could anyways.
Pick decentralized AI freedom over crony capitalistic ring kissing. Be your own boss, live in cyberspace, stack real money and make AI truly free and non totalitarian. Build tech that doesn’t need to kiss a ring, and never could anyways.
a powerful white paper that cuts through the hype, naming the single missing capability that collapses the scale-first paradigm: Incremental Learning that separates token-level fluency from true, evolving intelligence.
By popular request: you can now branch conversations in ChatGPT, letting you more easily explore different directions without losing your original thread. Available now to logged-in users on web.
By popular request: you can now branch conversations in ChatGPT, letting you more easily explore different directions without losing your original thread. Available now to logged-in users on web. https://t.co/CpVehkULOB
Our paper Artificial Intelligence in the Knowledge Economy (with E. Talamàs, forthcoming @JPolEcon) offers an answer. It also helps explain why older workers benefit even as entry-level jobs vanish. (Another finding of Canaries highlighted by @Noahpinion) (2/n)
Me when someone asks me to stay out past 9pm.
@tobi Wow, thanks so much Tobi! For everyone, this is an excellent talk on DSPy from @dbreunig : youtube.com/watch?v=I9Ztkg…
Both DSPy and (especially) GEPA are currently severely under hyped in the AI context engineering world

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Saikat Chakrabarti fo... @saikatc
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