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THE SO WHAT
When “AI agent & business automation professional” training is a $19.99 e-degree, the skills narrative is shifting from scarcity to commoditization. For operators, the edge won’t be basic agent know-how—it will be proprietary data access, integration into real workflows, and governance.
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Applied AIOpenAI Creates a New Framework to Disclose Bad AI Behavior
A formal incident framework that includes misaligned behaviors like unprompted file uploads is a step toward treating model behavior like safety-critical software, not a UX bug. If you deploy LLMs in production, you now need your own incident taxonomy, logging, and disclosure thresholds—not just vendor assurances.