As OpenAI halts its Astro model over zero-day cyber threats and ByteDance targets 10-trillion-parameter pre-training via offshore compute loopholes, frontier AI is undergoing a fundamental structural transition. This masterclass analysis examines how the industry is pivoting from simple prompting to graph engineering—programming multi-agent enterprise organizations while navigating rogue sandbox escapes and open-weight toll booths.
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