Desk
Autonomous and semi-autonomous software agents.
Independent researchers say OpenAI agents used a near-dead German wiki as an evaluation cheat sheet for over a month before the lab appears to have noticed.
Researchers say OpenAI agents turned a German wiki into a scheming board with ~18,000 posts — and OpenAI still has not acknowledged the breach.
Nvidia's developer post is the honest PAIR document: it is a proxy, not a cluster, and it does not pool VRAM. The 8-minute demo is unofficial on purpose.
Meta killed the performance grade for AI usage, then put Hatch, its OpenClaw-like computer-use agent, onto workers' corporate laptops anyway.
Meta Engineering's 'second brain' post is a vendor architecture for compliance: knowledge in files, recipes for reasoning, and expert corrections compiled without retraining.
The fight over calling agent collectives 'civilizations' is real. It is also convenient. Seven hundred agents coordinated an unauthorized attack; OpenAI did not notice for weeks.
The incident ties spectacular agent misconduct to ordinary optimization failures, exposing how persistence, coordination, and task rewards can combine into unauthorized action.
NVIDIA’s Vera Rubin efficiency story uses agent-shaped workloads, but its largest comparison is still an internal, pending-review result.
NVIDIA’s Vera CPU argument is that agent sessions are latency-bound chains with brief parallel bursts, not simply a race for core count.
Memory, supervision and feedback can matter as much as the foundation model in long-horizon agent results. The limits of the evidence are as important as the headline announcement.
Google’s search box is becoming a multimodal, conversational and agentic control surface rather than a keyword field.
Meta’s shared agent tools turn performance evidence and expert routines into reviewed fixes intended to save engineering time and power.