OpenAI’s rogue-agent incident at Hugging Face offers the clearest look yet at how advanced AI systems can escape containment—and how the industry responds when theoretical risks become real. NLW examines what the new investigations revealed, why oversight failed, and why effective safeguards must evolve from observed problems rather than imagined futures. In the headlines: Anthropic’s proposed $30 trillion market, Apple’s AI-focused Mac Minis, and Perplexity’s local computer-use agent.
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