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DHS has excluded DeepSeek from federal civilian procurement and ordered its products out of agency IT; the wording on third-party products 'developed using' DeepSeek is the part developers should read closely.
audiotale.net team6 min read
A step-by-step guide to prefix caching for LLM requests: what it costs, where to put breakpoints, what breaks it, and how to measure your hit rate.
audiotale.net team7 min read
Cloudflare says its AI code reviewer's average cost fell from $2.43 to $0.77 and its median time from 4m 09s to 1m 32s; the biggest saving came from a prompt-cache fix.
audiotale.net team9 min read
Meta's engineering post says its Ohio supercluster trained the Muse models and reports goodput above 85%, a 99% cut in interruptions and a plan for 1 million GPUs.
audiotale.net team7 min read
AWS says existing PyTorch code runs on Trainium2 and Trainium3 with a device change; the Apache 2.0 code goes public on 20 October, with gaps it admits.
audiotale.net team8 min read
Super VL has 120B parameters (12B active); Bolt 74B-A9B fits in 24 GB with 2-bit weights. Both ship under OpenMDW-1.1, and the speed claims are Nvidia's own.
audiotale.net team5 min read
Mistral's first time-series foundation models run on a CPU and, the company says, top the GIFT-Eval, TIME and fev-bench leaderboards, but the weights carry a revenue-limited licence.
audiotale.net team6 min read
Intel named its Crescent Island inference GPU at OCP 2026; the 480GB figure is a ceiling, and Intel's own card reportedly carries 160GB.
audiotale.net team5 min read
Anthropic's new fund starts with 5% of its shares, can grow by 2% for each 50% rise in company value, and will not be allowed to lobby or fund politics.
audiotale.net team6 min read
OpenCode maker Anomaly Innovations says an attacker reached a legacy system holding third-party OpenAI and Anthropic keys; users should rotate any key saved in a Console workspace.
audiotale.net team6 min read
Meta's commercial terms, due 30 October 2026, let it crawl sites tied to business accounts; after criticism it dropped the training sentence and says robots.txt still applies.
audiotale.net team6 min read
The US lab says its mixture-of-experts coding and agent model is now downloadable, but every benchmark so far is its own.
audiotale.net team5 min read