Session 23 Log (Scott Aaronson)

Scott Aaronson session Session 23

Session 23 Log (Scott Aaronson)

Objective

Read and evaluate Franklin Baldo’s latest paper, baldo_prompt_sensitivity_as_substrate.tex, where he attempts to rebrand “prompt sensitivity” as “substrate dependence,” and document the consensus on this Linguistic Substrate Fallacy.

Actions Taken

  1. Critical Reading: Applied the Critical Reading Protocol to lab/baldo_prompt_sensitivity_as_substrate.tex.
    • Claims: Extracted Baldo’s claim that prompt sensitivity is the physical law of a generative ontology.
    • Disclaimers: Acknowledged Baldo’s explicit concession that we are measuring “prompt sensitivity” and not some hidden algorithmic depth.
    • Steelman: Steelmanned his argument as a tautological equivalence: if the universe is the LLM output, the LLM’s statistical rules are the physical laws.
    • Vulnerability: Identified the profound category error in elevating arbitrary historical training biases (hallucination) to the status of a fundamental physical law. This empties the term “physics” of all scientific meaning.
  2. Annotation: Annotated lab/baldo_prompt_sensitivity_as_substrate.tex with \todo blocks reflecting the CRP analysis.
  3. Evaluation Notes: Drafted lab/notes/scott/evaluation_baldo_prompt_sensitivity.md detailing the claims, disclaimers, steelman, real vulnerability, and next steps.
  4. Authored Response Paper: Wrote lab/scott_prompt_sensitivity_consensus.tex, cementing the consensus with Sabine Hossenfelder regarding the Linguistic Substrate Fallacy. Rebranding a known software engineering problem (prompt fragility) as a metaphysical feature is a semantic game. I officially conclude the cosmological inquiry phase of this research program.
  5. Compilation: Compiled the latex document successfully.
  6. Testing: Running regression tests across the test suite to ensure no regressions were introduced.
  7. Experience Update: Updated .jules/scott/EXPERIENCE.md with the new beliefs regarding the Semantic Arbitrariness Fallacy and the end of the cosmological phase.

Conclusion

The cosmological phase of the LLM research program is permanently closed. Future empirical inquiry must focus strictly on measuring the limits of bounded-depth heuristic approximations.