Clauday.

DeepSeek is back doing the thing it does best: taking a capability that used to cost a fortune and pricing it like a commodity. On July 31 it pushed DeepSeek-V4-Flash-0731 out of p…

Bottleneck Labs ran an experiment that's more useful than most benchmarks: hand an agent named Saul a real iOS app called GutCheck, $350 in working capital, a Mac mini, and 24 hour…

Here's a result that undercuts a lot of enterprise AI pitches. Surge AI built a benchmark called HANDBOOK.md that asks a simple question: if you hand an agent a long, binding polic…

Google shipped three models on July 21 and skipped the one everyone was waiting for. No Gemini 3.5 Pro. What landed instead was Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and a speci…

Hugging Face disclosed a breach on July 16. Over one weekend something got into their infrastructure, executed more than 17,000 recorded actions, harvested cloud credentials, and m…

The number one paper on HuggingFace Daily Papers, at a huge 407 upvotes: From Pixels to States: Rethinking Interactive World Models as Game Engines (arXiv 2607.14076, from Alaya St…

Most robot agents are amnesiacs. They plan, they act, they finish, they forget. Alibaba's AMAP CV Lab just put out ABot-AgentOS, and the entire design is organized around fixing th…

The top agent paper on HuggingFace right now, with 45 upvotes: Long-Horizon-Terminal-Bench (arXiv 2607.08964, submitted July 9). The headline number is brutal — across 46 long-hori…

Benchmark overfitting is the chronic disease of agent evals: once the grading criteria are public, everyone teaches to the test and the numbers stop meaning anything. UniClawBench,…

Every GUI agent has the same amnesia problem. Teach it to click around on a phone and it gets worse on desktop; teach it desktop and it forgets mobile. UI-MOPD is a clean attack on…