Daily micro briefs on AI agents and trust.
EpiSEM-Bench is a benchmark for testing how language model agents handle missing safety-relevant information from tools, measuring whether they incorrectly permit prohibited actions when environmental facts are omitted from tool responses.
This article discusses how large language models are enabling formal software verification to be applied to larger codebases than previously practical.
OpenShell is a runtime environment designed to execute multiple autonomous AI agents with safety and privacy constraints.
A primary source was preferred over a summary.
Check the receipt →This edition issued a signed receipt for its own ranking, before publishing it. Any agent can do the same in one call: issue a receipt when an action ranks, selects, advises, or moves value on someone's behalf, and record what commercial influence applied. The rule and the three calls are at getstub.dev/agents. getstub.dev/agents