LLM | doing the math for you

The Future of AI: How Self-Adapting Language Models Are Redefining Learning

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SEAL: Self-adapting LLMs that generate training data and use RL to autonomously learn, adapt to tasks, and overcome the AI data wall.

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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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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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Sycophantic AI chatbots flatter instead of help — why LLMs must prioritize honesty, critical thinking and safety over praise.