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Origin Says Five Sessions of Prompts Let gpt-5.4 Rebuild Private Rules

Jul 20, 2026
Origin Technology
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Summary

Origin Technology reports gpt-5.4, run blind, rebuilt private operating rules from five sessions of employees' AI prompts alone, and five more from endpoint traces. Across 200 sessions, endpoint traces yielded 10 verified private claims, 91% of its non-public calls correct. David Kaplan ran the test.

Key Points

  • Alex Karp tells CNBC that technical customers want to own the means of production.
  • Satya Nadella describes a "reverse information paradox" in which companies pay for intelligence twice.
  • A clean model's Python implementation of one recovered rollout rule passes all four hidden behavior tests.

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