Ramon Astudillo

Principal Research Scientist at IBM Research AI in New York. Speech, Formal/Natural Language Processing. Currently LLM post-training, structured SDG and RL. Opinions my own and non stationary. ramon.astudillo.com

Articles & links

Claude tag is not a minor change. It looks like the main attempt at redefining the UI to allow it to expand to other verticals like finance, HR, and in general PC work far away from command line and across multiple heterogenous Apps. It still depends on API access www.anthropi…

Introducing Claude Tag anthropic.com
View on Bluesky · ♥ 3 ↻ 2 ↩ 2 · 5 from the directory shared this · 14d ago

👆 A paranoid LLM is ofc worse. This is just tuning a prior belief up or down. I guess you could self distill additional context for the train data e.g. "you know arxiv.org is such and such" or "this is an unknown source" with the hope it generalises (and also injecting some ba…

arXiv.org e-Print archive arxiv.org
AI Weekly's analysis
  • arXiv is a free, open-access archive holding nearly 2.4 million scholarly articles across nine major fields.
  • None of the materials on arXiv are peer-reviewed by the archive itself, a structural fact affecting how preprints should be read.
  • The archive runs as a nonprofit through Cornell University, backed by the Simons Foundation, member institutions, and contributors.
Read full analysis →
View on Bluesky · ♥ 0 ↻ 0 ↩ 0 · 4 from the directory shared this · 22d ago

>[A24] has accepted a $75 million dollar investment from Google to partner up on the creation of new film making tools. Google is very strong in image/video gen, but has no clear monetization route. Maybe they are going B2B with video generation? boingboing.net/2026/06/23/a...

A24 Films succumbs to the AI darkside boingboing.net
View on Bluesky · ♥ 1 ↻ 0 ↩ 0 · 13d ago

Recent commentary

Competing against a local gpt-oss-120b 10 sample ensemble at paper understanding and, man, it's not looking great for humans

View on Bluesky · ♥ 11 ↻ 0 ↩ 0 · 40d ago

You can see how LLMs still lack a lot of implicit context. For example, when reading a document, they are bad at guessing if the document can be trustworthy. They read an arxiv paper with grandiose unsupported claims and they repeat them to you as if it were its own judgment. 👇

View on Bluesky · ♥ 2 ↻ 0 ↩ 3 · 22d ago

I always experience this strong feeling of rejection every time I hear an economist make a model based claim. This is since my first (and only) macro class 25y back. I am sure this is a mix of ignorance and ML bias, but I would really want to understand what's going on 👇

View on Bluesky · ♥ 1 ↻ 0 ↩ 2 · 8d ago

There is this new meme out there that is something like "AI costs more than human employees". Seems like totally the wrong take. It costs much less for the things they can do, but you can't run an org w/o human employees (for now). 👇

View on Bluesky · ♥ 1 ↻ 0 ↩ 2 · 26d ago

What's up with OpenAI mixing Spanish and Portuguese for 5.6 names. Man, not a single naming goes right 🤣

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

Now there are three levels of alerts in generative code: errors, warnings and errors and warnings that you pass to the LLM agent and don't bother about.

View on Bluesky · ♥ 3 ↻ 0 ↩ 0 · 27d ago

Got reminded about OpenAI 5 and now I see much more timelines with decent probability mass, that are pretty far from where we are now. We could call them the "no Radford" timelines.

View on Bluesky · ♥ 1 ↻ 0 ↩ 0 · 40d ago

An LLM being bad at an underspecified problem or consuming lots of tokens seems like a signal of benchmaxing

View on Bluesky · ♥ 1 ↻ 0 ↩ 0 · 49d ago

5y ago Demerzel would have felt like a completely wrong portrayal of an AI. Now it somehow feels pretty realistic.

View on Bluesky · ♥ 1 ↻ 0 ↩ 0 · 53d ago

It seems the suspected 5T models from Anthropic and OpenAI are kinda close in cybersec skills?

View on Bluesky · ♥ 1 ↻ 0 ↩ 0 · 55d ago

In Ramon Astudillo's orbit

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