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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.

Quick Guide: Ask a Grok Bot to Read Your Usage CSV and Suggest Savings

User tip via @tejas3732: export Cursor usage CSV, ask your main Grok Bot where usage goes. His 10-15% claim; check the file before sharing.

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 Computer-Use Agent Stack

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.

Replit CEO Says It No Longer Works with Anthropic; Insider Disputes

Replit CEO Amjad Masad said Replit no longer works with Anthropic; an unnamed insider told TechCrunch the partnership is still in place. Disputed.

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.

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