Daily micro briefs on AI agents and trust.
This paper argues for treating benchmarks as continuously maintained software rather than static artifacts, using terminal-based coding tasks as a case study to address how LLM evaluation can become outdated as models improve and infrastructure changes.
This article discusses the structural elements and design patterns that make up memory systems in AI agents.
SketchAgentBench is a benchmark for evaluating large language models on 3D spatial reasoning tasks.
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