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Compelling a GPT-5-Class AI to Unlearn a Century of Mathematical Knowledge

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Unlocking New Frontiers in AI: The Gesture vs. The Lever

In the rapidly evolving landscape of AI, most believe that scaling up models and data will deliver breakthroughs. However, this approach may be a dead end. My work on Xeno-Architecture shifts the focus from traditional levers to innovative gestures—global shifts that spark new paradigms of thinking.

Key Insights:

  • The Power of Gestures: Historical leaps, like the invention of the transformer or Cantor’s transfinite numbers, demonstrate that true progress occurs through paradigm shifts, not mere optimizations.
  • Experimental Approach: I confined a GPT-5 model within a conceptual prison of 19th-century mathematics, compelling it to explore complex questions through historical axioms.
  • Findings: The AI’s conclusions highlight the limitations of scaling without redefining rules, emphasizing that novel discoveries require new frameworks rather than just more data.

Next Steps: The future of AI lies in creating Gesture Engines designed to innovate and challenge existing paradigms.

Join the discussion and share your thoughts! What do you believe is the future of AI discovery?

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