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AI and infrastructure announcements, read against their primary sources. Newest first.
DevClaude on Google Cloud bills in $0.01 units and has no API keysClaude Models on Google Cloud (Anthropic managed) is not Claude on Vertex AI. What changes in auth, billing and limits, and what…23 October 2026
DevGranite Speech 5.0 2B claims #2 open, the live board says 10thA read of IBM's Granite Speech 5.0 post against the model card and the live Open ASR Leaderboard: what holds, what shifts,…23 October 2026
DevOpenAI’s 12-hour prompt cache pays off from the third requestGPT-5.6 and later can keep a cached prefix for 12 hours at a 2.5x write price. Worked break-even numbers, and the traps…23 October 2026
DevAnthropic’s new API version rejects temperature, even at its defaultAnthropic's 2026-10-21 API version rejects sampling parameters and some citation and document placements, and Python 2.0.0 and TypeScript 1.0.0 send it by…22 October 2026
DevTorchTPU 0.2.0 is out, and 96.5% of its runnable tests passTorchTPU 0.2.0 lets Transformers and Diffusers target a TPU with device_map or .to. The 96.5% pass rate counts only tests that run…20 October 2026
DevSorting your prompts speeds up MoE batch jobs by 5% to 17%Sorting prompts by domain before offline MoE inference gained up to 17.3% on Qwen3-30B-A3B, but only about 5% with unlabeled text, on…20 October 2026
DevNemotron 3.5 Super VL fits one DGX Spark, with fine printWe read both Super VL model cards and the NVFP4 file list. One Spark works on paper. The card's own BF16 versus…19 October 2026
DevClaude’s 17x quantum gate cut is measured against the slowest circuitAnthropic says Claude Mythos 5 found an elliptic-curve circuit with 17x fewer gates for 12% more qubits. We read Table S3 of…19 October 2026Free tools that keep your input on your machine
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Reference trackers for people who build on AI
Prices, licences, retirement dates and infrastructure deals, each row with its status and its source, and the date it was last checked.
LLM API pricing: cache reads, cliffs and expiry dates, per modelCurrent API prices for 38 language models, plus voice and document models, with cache-read rates, context cliffs, expiry dates and a dated change log.Open-weight models: licence, size and hardware, row by row42 open-weight and so-called open AI models checked in their repos: weights published, promised or API only, licence terms, size and hardware needs.AI retirements, price cliffs and breaking changes calendarA dated calendar of AI model retirements, price cliffs and breaking changes, with who is hit, what to change and the vendor source for each date.AI infrastructure deals: what was signed, what was only announced34 AI infrastructure deals sorted by the paper behind them: signed contracts, filings, MOUs and press reports, each with its source and status.
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