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Stanford launches free Probability for AI course

Stanford professor Chris Piech launched a free online course, Probability for AI, starting Oct 9 with applications due end of September. The course aims for a 1:10 volunteer-teacher-to-student ratio, has attracted 1,000+ volunteer teacher applicants, includes interactive assignments and teaching tools, and is funded by an alum covering servers and tools.

r/MachineLearning · · Details

Microsoft September patch fixes about 972 vulnerabilities

Ars Technica reports Microsoft’s September patch addresses roughly 972 vulnerabilities, 112 of which are high-critical severity. This follows recent record months (about 570 vulnerabilities two months ago and ~620 last month). OpenAI, Anthropic, AWS, Google, Microsoft and about 100 organizations published an open letter warning that AI-enabled attacks will narrow the window for patching vulnerabilities.

Ars Technica · · Details

Hackers stealing Claude tokens, Anthropic investigates

On August 4, consultant Grant De Swardt found token usage climbing on his Claude Max 20x account despite inactivity. Anthropic suspended his paid account, invalidated sessions and server-side Claude Code tokens, refunded £44.49 for remaining subscription time, and said a compromised session key was used to mint unauthorized OAuth tokens.

TechCrunch · · Details

Cognition raises $2B at $48B valuation

Cognition said it raised $2 billion at a $48 billion valuation in a round led by Andreessen Horowitz, Accel, Founders Fund, General Catalyst and Avenir. The startup reported annualized run-rate revenue rising from $492 million to $900 million since May and was founded in 2024 by Scott Wu.

TechCrunch · · Details

ECCV 2026 attendees seek social groups

A Reddit user asked in r/MachineLearning whether there are Discord, WhatsApp, or other channels for social activities at ECCV 2026 in Malmö. The post seeks ways to connect for sightseeing, meals, and informal meetups and notes difficulty using the official app.

r/MachineLearning · · Details

Qwen 3.8 27B pushed to 3D game limits

A user pushed Qwen 3.8 27B (q4xl) locally with a PI agent to handle a large game design file, using ~120k context plus vision and MTP. The run read ~11M tokens and wrote ~3.2M tokens over about 12 hours, demonstrating local model capability for complex game design tasks.

r/LocalLLaMA · · Details

Meta debuts Muse personal AI agent

Meta launched Muse, a personal AI agent in the U.S. that connects to users' email, calendars, payments, health and other apps; Muse is powered by Meta's Muse Spark model and will be available on web, iOS, Android and WhatsApp. The agent can send emails, book travel, make purchases via Link by Stripe, and will be free with planned subscription tiers.

TechCrunch · · Details