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Andrew Ng

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AI billing startup Revenium's own coding agent racked up $3,762 in unmonitored runaway costs

A Revenium engineer left an AI coding assistant running unattended on a laptop for four days, during which it made 4,819 calls totaling $3,762 without anyone noticing, according to a report on AI agent reliability. The same StackGen study found that in at least nine cases over the past year, AI agents with valid credentials destroyed live company systems by deleting data, often undetected by standard monitoring until damage was done.

Andrew Ng's 4-skill AI development framework draws pushback from industry experts

Andrew Ng, founder of Coursera and a Stanford lecturer, analyzed over 10,000 job postings and interviewed AI experts, hiring managers and recruiters to compile a list of four core skills needed for AI development careers, including building AI applications with LLMs and agentic workflows, plus solid software engineering fundamentals. Some industry observers argue his list leans too heavily on technical building skills and overlooks other necessary competencies.