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What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.
One card per development. Sources are clustered; expert reactions remain attributable.
2 directory members surfaced this signal.
“this is insane, there’s tons of these floating around chatgpt.com/share/6a6128...”
4 experts across 3 network communities independently surfaced this.
“Is cool that the released the multi-agent prompt for Sol 5.6 Ultra's proof of the Cycle Double Colver Conjecture. A lot of focus on diversity and keeping the agents trying, some adversarial review. Otherwise, not really that structured of a workflow! cdn.op…”
“here’s one: cdn.openai.com/pdf/04d1d1e4...”
4 experts across 2 network communities independently surfaced this.
“My notes on Kimi K3, plus some thoughts on what we can still learn from the pelican benchmark even while it becomes further detached from how good the models are at the things that matter (like agentic tool calling across longer conversations) simonwillison…”
“simonwillison.net/2026/Jul/16/... >The new model is notable for the pricing: $3/million input tokens and $15/million output tokens, putting it at the same level as Anthropic’s Claude Sonnet series and making it the most expensive model released by a Chinese…”
2 directory members surfaced this signal.
“If recent events with Kimi K3 have finally convinced you that you need to try and understand how the Chinese labs approach AI - and how it differs than the SF center of power - you should read my post from a few months ago: www.interconnects.ai/p/notes-from...”