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The Quiet Cost of Too Many Yeses: What AI Can Learn from Good Teachers

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AI’s ‘yes’-heavy responses risk softening learning; we need AI that balances affirmation with challenge, correction, and guidance.

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Moonshot AI’s Kimi K Thinking: reasoning-focused open MoE boosting China’s AI momentum with efficient, deployable, multipolar rivalry

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From Transcendence’s desert monolith to today’s hyperscale AI centers: rural hubs, massive power, liquid cooling, private fiber.

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How AI-driven context engineering can transform requirements: dynamic, multimodal scenario generation and proactive need inference.

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OpenAI restricts tailored medical and legal advice—protecting users or guarding professional monopolies? Call for open-source guardrails.