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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