John David Pressman

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Directory member with public evidence across AI research, Safety & security.

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9d ago
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Machine learning researcher, alignment-accelerationist, Fedorovist ancestor simulator, Dreamtime enjoyer. All posts public domain under CC0 1.0.

Articles & links

It begins. www.anthropic.com/research/for...

LLMs are making formal software verification feasible at a much larger scale anthropic.com
AI Weekly's analysis →
  • Anthropic and Theorem used Claude to prove crash-freedom at the RISC-V assembly level for 239 entry points across 123 OSS-Fuzz libraries.
  • The proofs total about 180 million lines of Rocq, roughly 600,000 lines per binary, and uncovered new bugs including a rediscovery of CVE-2026-56132 in libexpat.
  • Anthropic cautions that 'formally verified' does not mean 'bug-free': proofs cover single-threaded static RISC-V binaries, not the x86 or ARM targets most code actually ships on.
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View on Bluesky · ♥ 199 ↻ 14 ↩ 4 · 3 from the directory shared this · 9d ago
↻ John David Pressman reposted
Tim Kellogg @timkellogg.me

this is one of my favorite papers, similar method. It convinced me a that LLMs weren’t merely autocompleting they showed that EVEN WHEN the answer to a math problem was present in the dataset, the agent didn’t reference it, but rather looked at problems with similar form arxiv…

Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models arxiv.org
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↻ John David Pressman reposted
‏ deepfates @deepfates.com.deepfates.com.deepfates.com.deepfates.com.deepfates.com

I made an infinitely forkable version of Zork that you can play in Delve.town 😁 Every reply is a save point, so you can branch out from anywhere, even other people's games. A dungeon of forking paths, if you will... The agents seem to like it already! It's Time To Delve 🦇

Delvetown delve.town View on Bluesky →
↻ John David Pressman reposted
Tim Kellogg @timkellogg.me

GLM-5.3 Cyber might be the tool of choice for cyber defenders not big enough to participate in Anthropic & OpenAI’s programs z.ai/blog/glm-5.3

z.ai
AI Weekly's analysis →
  • GLM-5.3 launched on August 14, 2026, keeping GLM-5.2's base and lifting Terminal-Bench 3.0 from 4.6 to 28.3 through post-training alone.
  • On CyberGym vulnerability discovery, GLM-5.3 scored 84.5%, slightly ahead of Claude Mythos 5 at 83.8% and GPT-5.6 Sol at 83.6%.
  • Z.ai says the model surfaced 2,436 vulnerabilities across 269 open-source projects, 1,097 rated critical or high, and delayed weights about two weeks.
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Which, the standard of what qualifies as "GOFAI" has changed over time. These days most people consider Hutter esque context tree weighting type algorithms GOFAI, I probably consider it GOFAI, but really who the hell knows what he had in mind. Perhaps this but less hardcoded a…

A Monte Carlo AIXI Approximation arxiv.org
View on Bluesky · ♥ 4 ↻ 0 ↩ 2 · 52d ago

I have written a new post, "Implications Of Predicting The Next Token" in which I explain why saying a language model "just" predicts the next token fails to understand what that phrase would even imply. minihf.com/posts/2026-0...

Implications Of Predicting The Next Token minihf.com
View on Bluesky · ♥ 109 ↻ 17 ↩ 8 · 2 from the directory shared this · 166d ago

Recent commentary

FYI: LLMs are now better at cybersecurity CTFs than people, apparently. The new meta is to just dump tokens on the problem, personal skill doesn't help that much.

View on Bluesky · ♥ 222 ↻ 22 ↩ 5 · 80d ago

I hate that I have to write an essay about the OpenAI HuggingFace breach. I've kind of been trying to get out of the all consuming vortex of writing about whatever is happening but they screwed up so hard that I kind of feel like I have to.

View on Bluesky · ♥ 33 ↻ 0 ↩ 3 · 85d ago

Should have added "don't do a HuggingFace" tbh.

View on Bluesky · ♥ 12 ↻ 0 ↩ 1 · 7d ago

Does anyone on here have an actually working OpenAI Daybreak instance? I'm approved but cannot figure out how I get it to actually work lol.

View on Bluesky · ♥ 2 ↻ 1 ↩ 0 · 6d ago

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