Prime Intellect ships trainable fused Mega MoE kernel for faster training
Self-reported full steps on Qwen3 MoE models were 32% to 34% faster than prime-rl and up to 55% faster than TorchTitan.
Self-reported full steps on Qwen3 MoE models were 32% to 34% faster than prime-rl and up to 55% faster than TorchTitan.
A scan of 7.25 million repositories kept only keys that still authenticated, led by 9,473 Alibaba Cloud AccessKey pairs.
Cache-read cuts matter most for coding agents, where cache reads are 96–99% of token spend, the author says.
On 34 benchmarks it improves on earlier V4 models and nears several closed-source baselines, with residual behaviors still flagged.
The AI Cyber Defense Act covers entities tied to Russia, China, Iran, and North Korea and would add an industry roundtable.
The order also covers other vendors' software built on DeepSeek models and bars future federal purchases.
Homeland Security told civilian agencies to remove DeepSeek products and stop procuring them, citing China-based servers.
DeepInfer serves V4.1-Flash on top of vLLM, and deepseek-recipe mirrors official API token processing for self-hosting.
The commerce proposal is not law, and DeepSeek also published DeepInfer, the inference stack it uses to serve tokens.
The feed contained only the headline; license, hardware targets, and release notes were not in the text.
The order also covers affiliates and third-party products built on DeepSeek, with CISA reviewing exceptions.
The order also blocks procurement of third-party products and services built with DeepSeek technology.
Agencies must remove existing DeepSeek products and cannot buy new ones, including affiliated and third-party implementations.
The Hacker News item only links to deepseek-ai/DeepInfer and gives no release notes.
Artificial Analysis scores the 552B MoE at 45, up six points, tying GLM-5.3 among open weights.
The order also covers affiliate products and third-party services developed using DeepSeek, a phrase critics call undefined.
Search returns structured web results; Fetch returns one page as Markdown for agents and RAG.
Publisher says refusal was removed by a weight edit, not fine-tuning, and its MMLU score fell 3.86 points.
DeepSeek shipped open-weight V4.1-Flash-1017, claiming better agentic coding at under $0.20 per task.
DeepSeek released V4.1-Flash-1017, scoring 77.0 on DeepSWE and opening a Search API.
DeepSeek's October 17 V4.1 Flash snapshot is a 552B MoE with native vision and 1M context.
DeepSeek posted DeepSeek-V4.1-Flash-1017 on Hugging Face, drawing early Hacker News discussion.
A threat actor used AI agents to exploit PaperCut, compromising about 440 servers and stealing Windows credentials.
TAG-217 used the ARTEX AI framework in attacks that exposed data on 68,000 people at South Korean banks.
A Chinese-speaking attacker used ARTEX AI and Claude agents against South Korean banks, exposing customer data.
Ten major AI firms pledged UK data-protection changes after the ICO pushed transparency and opened a Grok probe.
CrowdStrike says a Chinese-speaking actor used ARTEX and LLMs to breach South Korean banks and steal data for sale.
A suspected Chinese operator used the ARTEX AI pentest tool to steal data from South Korean financial firms.
A suspected Chinese attacker used ARTEX and Claude to breach South Korean banks and steal customer data.
CrowdStrike says a financially motivated operator used agentic AI to breach South Korean banks and steal data.
Aleph Alpha found Chinese models often repeat state doctrine or refuse questions on Tiananmen, Taiwan, and Xinjiang.
DeepSeek released official macOS and Windows desktop apps for MIT-licensed DeepSeek Harness v0.2.
OpenAI’s GPT-6.1 Sol undercuts Astra on price while Sonnet 5.5 ranks high on Agent Arena.
DeepSeek released DeepSeek Harness, an open-source agent framework now in worldwide public preview.
A commentary says Western labs adopted DeepSeek KV-cache optimizations and cut cache-read prices.
DeepSeek open-sourced TileLang and chip libraries for Huawei's Ascend AI processors.
A local uncensored Qwen model revised an LSASS dumper until two lab EDRs no longer detected it.
Output-prefix attacks plus injected reasoning jailbreak Gemini, DeepSeek, and Claude models at up to 99% success.
A Chinese-speaking actor used autonomous AI agents to compromise online retailers and steal over 600,000 credit cards.
Cisco Talos says CLOSEDQUORUM lets four commercial AI models vote on credential and wallet theft.
Entities are extracted by the model from each article. First seen , last mentioned . Watching keeps it in this browser only (no account); the watchlist page and dashboard alerts use it.
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