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GPT-5.1 and Kimi K2: What ‘Thinking AI’ really means

Mixture of Experts

00:00

Organizational and legal implications of agent identities

Kaoutar examines accountability, auditing needs, HR impacts, and cultural shock from shifting AI from tool to teammate.

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