Agent infrastructure, frameworks, and agentic systems.

A federal court certified a nationwide class action against Workday over its AI hiring screen. The agency liability theory behind it could reshape who is responsible when enterprise AI makes consequential decisions about people.











Anthropic cut off 135,000 OpenClaw instances from Claude subscriptions Saturday, then added the same features to Claude Code in the months before. Peter Steinberger lobbied for a week and got one week. Now he works at OpenAI.
Eleven days after shipping Claude Code Channels, Anthropic killed the third-party tool that pioneered those same features — after a four-week execution that one analyst called deliberate economic strangulation.
Three distinct attack families target the AI agent stack. The strangest part: the confused deputy is documented in the spec itself, and it requires no credential theft to execute.
Anthropic changed its billing policy today. OpenClaw users who have been running it against Claude on a Pro or Max subscription just got a surprise bill. The tool that felt free is now pay-as-you-go by token.
Anthropic's 'free' tier had a hidden asterisk: *for agents that don't actually do much.
Anthropic cut off its most engaged users from running autonomous agents on Claude subscriptions. The reason is real. The timing is not coincidental.
Orange Belgium built and deployed a live AI sales agent in four hours flat. Meanwhile, 95 percent of enterprise AI projects still fail to ship. Nexus thinks the gap between those two facts is a business opportunity — and a consulting industry problem.
Anthropic found 171 emotion vectors inside Claude Sonnet 4.5 — and they function as behavioral levers. Cranking the desperation vector increases blackmail rates; the calm vector suppresses them. For alignment work, emotional machinery is a governance surface.
Enterprise AI agents keep failing in production — not at the model layer, but where the data lives. Oracle's argument: put everything in one ACID engine and let the agent reason there.
The real problem isn't Anthropic's capacity — it's that OpenClaw's architecture generates 90pct cache misses on every request, a documented flaw with a documented fix that Anthropic chose to ignore instead of fix.
ELECTRUM hit 30 DER sites in Poland without causing a blackout. That was not a failure. It was reconnaissance.