2026-01-28
scaling laws for agent specialization are so cool-unsurprisingly, you can get much better multipliers if you do repo specific trajectory generation great work @Tim_Dettmers @ethnlshn! [image]
SiliconANGLE
Ai2 launches Open Coding Agents, starting with SERA, an open-source family that includes 32B and 8B parameter models designed to adapt to private codebases
2026-01-27
scaling laws for agent specialization are so cool-unsurprisingly, you can get much better multipliers if you do repo specific trajectory generation great work @Tim_Dettmers @ethnlshn! [image]
SiliconANGLE
Ai2 launches Open Coding Agents, starting with SERA, an open-source family that includes 32B and 8B parameter models designed to adapt to private codebases
Artificial intelligence is moving swiftly, changing how developers craft, as code flows ever faster into repositories such as GitHub …
2025-12-16
I've been grumbling about tokenizers but it took a @bminixhofer to do something about it! Really neat approach: rather than committing to tokenizer-free methods from the get-go, we show how to switch from BPE at any point during training run 👾
VentureBeat
Allen Institute for AI launches Bolmo 7B and Bolmo 1B, claiming they are “the first fully open byte-level language models”, built on its Olmo 3 models
and every token gets the same compute, regardless of complexity. Benjamin Minixhofer / @bminixhofer : There are also some things Bolmo lets us do which we just can't do using subwo...
2023-06-27
very good & timely article by @jjvincent beside harms to minortitized populations, bland AI-generated content polluting the internet is one of the saddest effects of current wave of LLMs / image generation models https://www.theverge.com/...
The Verge
AI is killing the web with spam sites, mass article producing “AI editors”, AI-generated junk on Etsy, Reddit, and Wikipedia that exhausts moderators, and more
In recent months, the signs and portents have been accumulating with increasing speed. Google is trying to kill the 10 blue links.