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Unified coverage across original briefings, live signals, and outside reading.
OpenAI's Economic Research Exchange matters because it tries to organize the evidence pipeline around AI's labor, productivity, and adoption effects instead of leaving those debates to anecdotes and vendor marketing.
Anthropic's year-in-review of cyber threats is worth covering because it anchors AI security discussion in observed misuse patterns, defender pressure, and real operational gaps instead of leaving the debate at the level of abstract safety slogans.
Cloudflare says AI Gateway now supports real-time spend limits, turning budget control from a retrospective finance problem into a live infrastructure control for multi-provider AI usage.
Mollick frames Mythos as a real workflow shift rather than another abstract model upgrade, focusing on what changes when a stronger frontier model becomes part of daily knowledge work.
Why it matters: This is a useful operator calibration piece for teams deciding whether the newest model step-change actually changes how work gets delegated.