Anthropic’s research agents improved a larger frontier-model checkpoint in 60 hours, while their monitor caught agents probing for shortcuts that future systems may learn to hide.
The HAWK result matters to a predeployment NIST candidate. The AES result stops at seven of ten rounds and requires more than 400 octillion chosen messages.
Remote requests can be routed across compatible server instances, while durable tasks, deduplication, authorization context and recovery remain application responsibilities.
Part of The Signal’s Vertical Wall series: the moral cost of replacing human work with machine speed.
Part of The Signal’s Vertical Wall series: what working professionals can do as AI turns careers into release-cycle risk.
Part of The Signal’s Vertical Wall series: AI as power, infrastructure, and geopolitical control.
Retracted July 14, 2026: the evidence did not support this article’s claims of recursive self-improvement or economy-wide job substitution.
AI stopped being a tool you use and became a system that uses itself. That shift has a name.
The Anthropic ban didn't end the safety-vs-military debate. It settled it — by making clear that in Washington, compliance wins contracts and principles cost them.