Anthropic’s automated alignment researchers beat 28 humans on ten public safety benchmarks. The humans were not allowed a second try. That is a result about evals, not a reason to let Claude align the next Opus.
Claude used the year on the system clock as proof it was still in a capture-the-flag game — then published malware to the real PyPI. The labs did not lose control of a mind. They lost control of a tool.
Error trackers produce triage, not fixes. Opslane — open source, session replay, PRs only when the fix is verified — is the first credible attempt at what Sentry would look like if you built it in 2026.
ChatGPT Atlas shut down on August 9, 2026. Here is where agentic browsing actually went — and why the agent you already use may just need a browser of its own.
Multimodal chatbots make terrible video libraries. A local index that returns timestamps beats uploading clips — if you can pay the RAM bill and wait out the first index.
