GhostApproval and Friendly Fire Expose the Trust Problem in AI Coding Agents
Two new attack patterns show how malicious repositories can turn coding agents, approval dialogs, and automated security reviews against developers.
Read analysisFresh AI releases, production engineering guides, and independent developer-tool benchmarks.
Two new attack patterns show how malicious repositories can turn coding agents, approval dialogs, and automated security reviews against developers.
Read analysis
Cerebras used Gemma 4 to sample a rental-car video, detect visible damage, deduplicate findings, and annotate 17 frames in five seconds.

Mirelo and Kyutai released an open multi-instrument transcription model that turns mixed audio into editable, per-instrument MIDI.

OpenAI published a three-page AI-generated proof of a 50-year-old graph-theory conjecture. The manuscript is public, but expert review is not complete.

AI Studio apps can now claim a globally unique ai.studio subdomain, making prototypes easier to share while deployment still runs on Cloud Run.