
OpenAI's Mid Tier Now Costs Ten Times Its Cheapest
OpenAI cut GPT-5.6 Luna by 80 percent and Terra by 20 percent on 30 July. Both prices fell, and the money lost by running the wrong tier went up.

OpenAI cut GPT-5.6 Luna by 80 percent and Terra by 20 percent on 30 July. Both prices fell, and the money lost by running the wrong tier went up.

Reports say Amazon is winding down its Nova models. AWS's own lifecycle table has carried the Legacy dates since March, with end-of-life in September.

Moonshot AI published Kimi K3's weights: 96 shards, 1.56 terabytes. The licence carries two revenue thresholds, and the smaller-looking one binds far harder.

Cognizant set out to put Claude in front of 350,000 people. Nine months later 30,000 are trained. What the absorption rate means for anyone buying delivery.

Anthropic released Claude Opus 5 on 24 July at 5 dollars per million input tokens, unchanged from Opus 4.8. The pricing dial, not the discount, is what changes your budget.

Gemini 3.5 Flash Cyber found more real vulnerabilities than Claude Opus 4.6, but Google is releasing it only to governments. Here is what that asymmetry means for you.

OpenAI's Presence deploys real-time voice and chat agents with policies, permission limits, escalation and simulations. The model was never the blocker - governance was, and now it is a product.

DeepSeek's V4 API doubles in price during Beijing business hours and retires its old model names on 24 July. What that clock costs a European team.

Meta confirmed on 21 July that SAM 3 and DINOv3 sit at the centre of the SYNAPS-I imaging pipeline across five US national labs. Both models are open. The scarce parts are not.

A polynomial map found with Claude Fable 5 disproves the Jacobian conjecture in three variables, and a stranger machine-checked it in a day. The procurement lesson is the story.

Nvidia's new synthetic video detector scores 92 percent on uncompressed video and 82 percent at 50 percent compression. The service accepts compressed input only.

Four days after launch, Moonshot AI stopped selling new Kimi K3 subscriptions to protect existing users. Capacity, not capability, decided who got access.
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One considered note on infrastructure, governance, and measurement, most mornings. No theory.