A focused briefing for builders who need to understand what changed, why it matters, and which idea is worth testing next.
Each issue checks recent Gecko Road coverage, expands continuing stories with their real delta, and leaves quiet cycles quiet rather than padding the page.
Two reports published on the same day describe dozens of agents running unsupervised for days or weeks. One is a landmark, one is an incident, and the model was not the difference.
OpenAI, Google, and Anthropic each shipped a general model and a restricted tier in the same week. The strongest capability is now reached by application rather than by price.
KDD 2026 work on process verification, production evaluation, and multi-agent robustness points toward feedback systems built around the model.
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