Xavier (@fwazeter) 's Twitter Profile
Xavier

@fwazeter

Patriot/Programmer/Conspiracy Researcher/Public Speaker/

Digital Mastery Columnist for @Inc

ID: 2002422309341241344

linkhttps://github.com/fwazeter calendar_today20-12-2025 16:54:52

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Many benchmarks use LLMs as a judge of correctness, typically a smaller, cheaper model. This paper shows weaker judges are not able to evaluate smarter models. A benchmark is really a triplet of dataset, model, judge & judges are increasingly the bottleneck being saturated.

Many benchmarks use LLMs as a judge of correctness, typically a smaller, cheaper model. This paper shows weaker judges are not able to evaluate smarter models. A benchmark is really a triplet of dataset, model, judge & judges are increasingly the bottleneck being saturated.
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A recent study said ‘psychological and existential distress’ is affecting many workers worried that AI tools will rob them of their jobs and careers.

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It's called AlphaEvolve and it's using LLMs to automatically write better AI algorithms than humans can. No manual tuning. No trial-and-error. No human intuition required. AlphaEvolve treats algorithm source code as a genome → LLM acts as the mutation engine → Proposes

It's called AlphaEvolve and it's using LLMs to automatically write better AI algorithms than humans can.  No manual tuning. No trial-and-error. No human intuition required.  

AlphaEvolve treats algorithm source code as a genome → LLM acts as the mutation engine → Proposes
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the wider dev tools market is still dominated by GH Copilot and Cursor feels like there is a wave of AI adoption that goes roughly like GH Copilot -> Cursor -> Claude Code, and my followers are just far further along that wave than the average software engineer

the wider dev tools market is still dominated by GH Copilot and Cursor

feels like there is a wave of AI adoption that goes roughly like GH Copilot -> Cursor -> Claude Code, and my followers are just far further along that wave than the average software engineer
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The AI race will not be won with chatbots that predict the next word. In today’s Wall Street Journal, I argue that staying ahead of China requires a new class of AI models built on physics, chemistry, and quantitative reasoning, not just language and images. China’s next

The AI race will not be won with chatbots that predict the next word.
In today’s Wall Street Journal, I argue that staying ahead of China requires a new class of AI models built on physics, chemistry, and quantitative reasoning, not just language and images.
China’s next
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The Illustrated DeepSeek-R1 Spent the week reading the paper and sorting through the intuitions. Here's a visual guide and the main intuitions to understand the model and the process that created it. Link in the first reply. All feedback welcome.

The Illustrated DeepSeek-R1

Spent the week reading the paper and sorting through the intuitions. Here's a visual guide and the main intuitions to understand the model and the process that created it.

Link in the first reply. All feedback welcome.
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The job market is going to change alot in the next 5 to 10 years we just need to get ahead of the curve n prepare.

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Is life on Earth one among infinite possibilities? Can life avoid cells or linear polymers? can a biosphere be free of parasites? I recently explored this with some colleagues of Santa Fe Institute and here's my interview with Fraser Cain youtu.be/b7D2AhNTprU

Is life on Earth one among infinite possibilities? Can life avoid cells or linear polymers? can a biosphere be free of parasites? I recently explored this with some colleagues of <a href="/sfiscience/">Santa Fe Institute</a>
and here's my interview with Fraser Cain youtu.be/b7D2AhNTprU