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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. From Unlimited Tokens to All-Agent: MiniMax's AI Native Organization Evolution Practice

    MiniMax, a multimodal AI company, is evolving its organizational structure to be AI-native, emphasizing the integration of AI as a core productivity tool rather than just a utility. The company advocates for employees to actively use AI agents for automating workflows, suggesting that token consumption can serve as a new metric for efficiency. MiniMax believes that AI will profoundly reshape business models and organizational structures within the next 2-3 years, encouraging a proactive approach to AI adoption. AI

    IMPACT Companies can learn from MiniMax's approach to integrating AI agents for internal workflow automation and efficiency measurement.