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AWS Releases TorchNeuron, a Native PyTorch Backend for Trainium
The PyTorch blog announces TorchNeuron, an open-source native backend for AWS Trainium. Code goes public on 20 Oct at PyTorch Conference; .to('neuron').
Tenstorrent Raises $1.5bn Series E at a $6.2bn Valuation
Jim Keller's Tenstorrent closed a $1.5B Series E at a $6.2B post-money valuation, led by Trace Capital and Innovation X, to scale Galaxy servers and IP.
Linux 7.3 Ships as a Record Kernel Release — and 7.4’s Merge Window Opens
Linus Torvalds released Linux 7.3; LWN counts a record 18,765 commits from 3,021 developers. The 7.4 merge window is now open.
OpenCode Console Breach Ran Up Charges on Users’ AI Accounts
OpenCode Console users report unauthorised AI charges after a breach. Anthropic and Google blocked keys, OpenAI is refunding, and the incident is ongoing.
DeepSeek Releases DeepSeek-V4.1-Flash-1017 Open-Weight Update
DeepSeek’s V4.1-Flash-1017 is a minor open-weight update. Its own table lifts many agent scores vs prior Flash; Opus 5 still leads HLE and Terminal-Bench.
Tencent Hunyuan Open-Sources Hy-Memory 2.0 Agent Memory SDK
Tencent Hunyuan open-sources Hy-Memory 2.0: SDK, MemHub app and Hy-Memory-30B-A3B writer. Authors claim 55.49% macro average on 20% benchmark subsamples.
Alibaba’s MAI-UI Team Open-Sources OpenGCUA for Generalist Computer-Use Agents
The MAI-UI team at Alibaba Token Hub open-sources OpenGCUA. Authors claim +19.6 mean partial score on OSWorld-v2 offline; harness and SDK are preliminary.
Cline v4.1.25 Adds Cloud Sessions That Keep Running After You Close the Editor
Cline v4.1.25 adds Cloud sessions: hosted GitHub sandbox tasks that keep running after you close the editor. Gradual rollout; defaults to Gemini 4 Argon.
DuckDB Posts Unaudited TPC-H SF1,000 Results for v2.0-dev on a Single NVIDIA Vera Socket
DuckDB published unaudited TPC-H SF1,000 results for a v2.0-dev preview on one NVIDIA Vera socket. Figures are DuckDB’s own, with NVIDIA’s help.
MBZUAI’s IFM and Inception42 Release Jais 3 Open Arabic Models and Jais Speech
MBZUAI's IFM and Inception42 released Jais 3, six open Arabic models from 900M to 375B parameters, plus Jais Speech. Licence not stated.
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