Reading up on Fable 5.1

8 deep · digging since sep 02

I built a programming language that LLMs can't use
Dominik Picheta created KillSwitch, an esoteric language meant to thwart LLMs, benchmarked major models, and found even top scores don't prove true language understanding.
Can Agents Design Libraries for Agents?
LibraryDesignBench evaluates agent‑generated libraries by measuring how much they reduce code for downstream agents, revealing that agents mimic human designs but improve when explicitly guided to optimize for agent usage.
GPT-6-Astra Can Do Ambitious Things - by Zvi Mowshowitz
Zvi Mowshowitz argues that GPT-6‑Astra delivers a major leap in reasoning and tool use, outperforming prior models on many benchmarks while cautioning against premature AGI claims.
Joy & Curiosity #99 - by Thorsten Ball - Register Spill
AI agents now autonomously handle complex end-to-end tasks, enabling higher‑level ambitions while prompting debate over software‑engineering alignment, safety, and the future of human‑led development.
GPT-6 Astra: an automated AI Engineer you can hire for <$6 an hour
GPT-6 Astra demonstrates AI Engineer capabilities, automating model selection, data labeling, pipeline management, and subagent coordination at under $6 per hour.