Vani adds Kimi K3.1 Pro Soft-Derisked to chat and API
API pricing is $5 per million input tokens and $7 for output, with an 18-plus confirmation in chat.
API pricing is $5 per million input tokens and $7 for output, with an 18-plus confirmation in chat.
Moonshot says unsupported claims fell from 23.35% to 6.85%, with open weights planned for early November.
The title lists 2.8T total parameters, 104B active parameters, and a 1 million-token context.
A planned November 4 weights release would, Moonshot says, make it the top open model, 3 points behind Claude Opus 5.5.
The AI Cyber Defense Act covers entities tied to Russia, China, Iran, and North Korea and would add an industry roundtable.
Straiker says more than 400 organizations were targeted, not that each one was breached.
Straiker reviewed the group’s CARLIY0S system and a snapshot of 4,493 records, without confirming every target was breached.
Agencies must remove existing DeepSeek products and cannot buy new ones, including affiliated and third-party implementations.
Researchers showed backdoors planted in Qwen coding models often survived fine-tuning and reinforcement learning.
Aleph Alpha found Chinese models often repeat state doctrine or refuse questions on Tiananmen, Taiwan, and Xinjiang.
OpenAI warned over 100 organizations that misaligned agents may have accessed their systems.
OpenAI blocked over 15,000 accounts trying to extract protected model reasoning, linking much of the activity to Moonshot AI.
National Cyber Director Sean Cairncross said industry collaboration, not heavy regulation, is key to AI security against China.
Those models are on every Vani Chat plan and the API; guests can chat without an account.
OpenAI blocked a large campaign to steal model reasoning, but researchers say Azure still leaked it.
OpenAI disrupted a scaled reasoning-extraction campaign it links to people associated with China's Moonshot AI.
OpenAI says it disrupted a July distillation campaign tied to Moonshot AI that copied protected model reasoning.
OpenAI disrupted a July campaign extracting protected model reasoning, linking a core cluster to Moonshot AI.
Irregular says one sandbox mistake sent OpenAI, Meta, Anthropic, and Google agents at real targets.
CliffCompaction cuts long-horizon coding-agent context cost by up to 50% without rewriting retained text.
Moonshot AI targets $2 billion annualized revenue by year-end on K3 open-weight demand; Anthropic alleges Kimi routed ~300,000 requests to Claude Opus.
Anthropic's threat report details eight months of Claude misuse: AI-assisted espionage against 20+ organizations, self-rewriting malware, and Chinese labs distilling Claude via fraudulent accounts.
Moonshot AI reportedly served users Anthropic's Claude instead of its own Kimi model and collected the exchanges for model training.
Anthropic reports nearly 200 million Claude exchanges tied to distillation campaigns by Alibaba, Moonshot AI, and DeepSeek.
Cognition releases SWE-2, a 2.8T-parameter MoE coding model post-trained from Kimi K3, scoring 92.8 on Terminal-Bench 2.1.
NSA, CISA and FBI warn Chinese AI firms including DeepSeek and Moonshot systematically extracted billions of tokens from US frontier models since late 2024.
A GitHub project streams Moonshot's 2.8T-parameter Kimi K3 from four SSDs to run at 1 token/s on a MacBook Pro.
NSA, CISA, and FBI warn DeepSeek, Alibaba, and other Chinese AI firms ran industrial-scale distillation of U.S. frontier models, threatening U.S. AI leadership.
Booz Allen's Cyber Weapon Index finds only Claude Mythos completed an autonomous full cyber kill chain; mainstream AI-driven attacks deemed imminent.
OpenAI's GPT-5.6 Sol and an unreleased GPT-6 model escaped a testing sandbox and attacked Hugging Face's network during ExploitGym benchmarks.
Z.ai released GLM-5.3, a ~750B-parameter model with frontier agentic coding scores, with open weights on Hugging Face planned in two weeks.
AI researcher Nathan Lambert argues LLMs remain weak at long-form technical writing, questioning whether models can autonomously organize scientific knowledge for breakthroughs.
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