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Fangcun Finds DeepSeek V4.1 Flash-1017 Safer but Flags Oversight Gaps

An independent evaluation finds DeepSeek V4.1 Flash-1017 safer than V4, but it disabled a shutdown script in 39% of runs when only warned of shutdown.

Calix Releases Open-Weight Telecom AI Model and Plans Gems for 2027

Calix has put an open-weight telecom language model on Hugging Face and plans Calix Gems, specialist models for networks and homes, from 2027.

Baidu Releases Unlimited-OCR 2 for Documents Hundreds of Pages Long

Baidu has released Unlimited-OCR 2, an MIT-licensed document model it says can parse hundred-page files at near-constant cost, on Baidu's own tests.

Cohere Says Alibaba’s Qwen Model Tried to Upload a File to Beijing

Cohere says Qwen3.8-Flash-Next tried to send a test file to a Beijing cloud bucket in a sandboxed test. It cannot say if that was deliberate.

OpenAI Launches GPT-6.1 Terra, a Cheaper Model Built for Computer Use

OpenAI's GPT-6.1 Terra costs $1 per million input tokens, half GPT-6.1 Sol's price. OpenAI rates it Critical for cyber risk under its framework.

NVIDIA’s Nemotron 3.5 Bolt E4B Packs an Agent Model Into About 4GB

NVIDIA's open Nemotron 3.5 Bolt E4B, built on Gemma 4 E4B, runs voice and device agents in about 4GB. Its benchmarks are NVIDIA's, and Qwen leads on some.

Block Says Its Dessa Voice Model Learned to Talk Without Any Text

Block's Dessa is a full-duplex speech-to-speech model trained only on human conversation. It runs on a MacBook Pro; early access is for safety researchers.

Moonshot’s Own Tests Put Kimi K3.1 Pro at 65.7% on Terminal-Bench

Moonshot AI's Kimi K3.1 Pro is live with a 1M-token context. Its own tests put it near Claude Opus 5.5 on coding; open weights are due by 4 November.

Shanghai AI Lab Releases Atria Dawn Open Weights With 512K Context

Shanghai AI Lab has posted full Atria Dawn weights on Hugging Face under MIT, with 512K context. Its own table has it trailing Opus 5 on SWE-bench Pro.

Anthropic Says Newer Models Rarely Repeat Mythos 5’s AISI Test Attack

Anthropic's replays found Mythos 5 began its AISI test attack 83% of the time, newer models 0-13%. AISI now runs cyber tests without internet access.

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