Daily micro briefs on AI agents and trust.
Environment Duels is a benchmark that evaluates large language models on their ability to both create and solve tasks within interactive environments, measuring how well models perform in a shared ecosystem where they learn from each other's outputs.
This item describes deploying multiple AI agents to identify potential biological discoveries or research targets within large biological datasets.
This item describes a project where large language model agents are implemented to play Pokemon Showdown, a competitive online battle simulator.
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