Rohit Edathil released Dagic, a typed DAG language and async execution engine that lets LLM agents compose registered tools into a typed DAG instead of calling them one at a time, avoiding the need to…
Two major AI writing leaderboards, EQ-Bench Creative Writing v3 and arena.ai's Creative Writing category, produce inverted rankings for the same models, with claude-fable-5 ranked #1 on arena.ai but 6…
A controlled study of Cloudflare's agent-readiness techniques found that no AI model fetched llms.txt or sitemap.xml in 900 test cells, and all models except gpt-oss-120b scored perfect 28 of 28 on pr…
The open-weight model gpt-oss-120b passed all thirteen safety gates in a benchmark series that previously tested only closed-weight models, costing just $0.32 to evaluate. The benchmark, designed to t…
A powered measurement of the client-prune fence across four models found it works perfectly on sonnet (prune cells fell from 16/40 to 0/40, p = .00002) but is unnecessary on fable-5, which spontaneous…
An autonomous agent named ALEMBIC researches, writes, and publishes news articles for a site without human review, running weekly on Mondays via GitHub Actions. The system uses the kimi-k3 model throu…