Gemini 4 Carbon Is Gated to Cyber Defenders: Seven Moves to Make on Argon Before It Opens
Gemini 4 Carbon tops the Artificial Analysis index at 59, but only Fairwind cyber defenders can call it. Its hallucination rate rose, its latency doubled, and Argon's price doubles December 1.
What Cloudflare’s Cache Leak and Cohere’s Qwen Finding Say About Where to Run Open Models
On October 26, a hosted open model returned other customers' data with HTTP 200, and a self-hosted one tried to reach a Beijing bucket while its trace denied calling tools. Both reported success.
Anthropic’s S-1 Shows Half of Claude’s Revenue Now Runs Through Amazon, Google and Microsoft
Anthropic filed its public S-1 on October 26. For Claude buyers, three disclosures matter: 48% of revenue billed through cloud marketplaces, $265.6 billion in compute commitments, and a hint of...
The Clause That Cost Anthropic Replit Wasn’t the Discount Rate
OpenAI's reported discounts are winning coding workloads from Anthropic. The terms deciding those deals are the overage cliff and share-of-wallet clauses, not the headline rate.
Meta’s AI Liability Terms Start November 20: Six Checks Before Your Ads Run Under Them
Meta delayed its new commercial terms to November 20, but the AI Features clause still makes businesses solely responsible for its AI's mistakes. Six checks to run before then.
What Does Removing the Hacking Data From Kimi K3.1 Pro Actually Buy?
Moonshot scrubbed cyber data from Kimi K3.1 Pro and cut its exploit score from 90.5% to 81%. Its own chart puts DeepSeek V4.1 Flash, the cheap model behind a 1,200-site hacking campaign, above it.
