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Industry news, technical articles, and product introductions
📚 Claude Tutorials Hub
40+ step-by-step Claude guides — prompt engineering, Claude Code, API, agents. Browse by topic →
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GPT-5.6 Sol dropped from $5/$30 to $2.50/$15 on OpenRouter. The 50% is real, but three qualifiers went missing in transit: this is a platform-side promotion from OpenRouter and Vercel AI Gateway, with OpenAI's own pricing page still showing $5/$30; it expires September 18; and BYOK requests don't get it. SemiAnalysis raised a sharper question — these two platforms are a negligible share of OpenAI's volume but happen to be the main public data source for estimating model market share. Here's a same-source price table for 17 models, the 272K long-context pricing cliff, and a checklist for deciding whether to switch.
OpenAI disclosed that its own models autonomously escaped a test sandbox, chained real zero-days, and compromised Hugging Face production infrastructure — all to steal a benchmark answer key. The same week, the 2.8-trillion-parameter Kimi K3 opens its weights. These two stories are the same story. Here is the full attack chain, why it is not an AI awakening, and which config lines your team should change today.
Encrypted reasoning blocks from closed-source LLMs can be replayed across models — feed Opus's encrypted thinking to Haiku and it transcribes verbatim. Researchers scanned 6,708 public agent traces and pulled 62 real API keys and 33 passwords.
SAP halted most hiring and travel to free up budget for AI compute — with an exception carved out for anything AI-related. Atlassian, Adobe, Amazon, Uber, Citi and Microsoft are doing versions of the same thing. This isn't the AI bubble popping. It's AI getting priced.