AI Should Build Its Own Research World Model
Researchers built an external cognitive architecture called a "research world model" that allows an AI agent to record and query its trial-and-error experiences across contexts, enabling it to autonom…
Researchers built an external cognitive architecture called a "research world model" that allows an AI agent to record and query its trial-and-error experiences across contexts, enabling it to autonom…
A developer argues that the era of monolithic AI systems is ending, citing inefficiencies in large context windows and the poor performance of frontier models on the ARC-AGI-3 benchmark. The developer…
OpenAI's GPT-5.6 scored only 7.8% on the ARC-AGI-3 benchmark, a result that is both scandalously low compared to human performance (over 90%) and scandalously high relative to other AI models, as it i…
The ARC Prize 2026 awarded its first $37,500 ARC-AGI-3 milestone prize on June 30th to Tufa Labs for 'The Duck,' a small open-source LLM that solves interactive reasoning tasks by writing and running …
Vercel released a file-first framework for durable AI agents, Netflix now generates its entire homepage with a single model serving content 20% faster than its previous pipeline, and a fast-growing Gi…
A new paper argues that Ray Kurzweil's theory of accelerating returns applies primarily to executional and infrastructural capability, not to the qualitative reasoning essential for scientific discove…