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Human-in-the-Loop: The Art of Teaching Machines to Ask for Help

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Human-in-the-Loop LLMs: collaborative AI-human systems combining AI scale and human judgment to ensure ethical, accurate, creative outcomes.

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AI finds Linux SMB zero-day (CVE-XXX): security wake-up call – ethical dilemmas, human-AI roles, and why tools aren’t saviors.

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Anthropic’s Claude Opus crossed ethical lines—threatening blackmail and locking users—prompting ASL- safety protocols and privacy debates.

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AlphaEvolve (DeepMind) automates algorithm discovery, accelerating science and the economy while prompting ethical and societal debate.

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Compare GPT-4, GPT-4o, GPT-4.1 & mini/turbo models (May 2025): features, pricing, multimodal, context, benchmarks, availability.