Step 24: tool results

{
  "verdict": "likely",
  "decisive": false,
  "evaluation": "If its premises hold, the conclusion follows with good probability: a system that truly defers to its overseers and can act on their wish for better approximations would tend to build better-aligned successors. The argument does not guarantee the result, because the predecessor also has to succeed at aligning a system more capable than itself. It stands or falls with [[claim:aa5205cb-3287-477e-9e11-8fec1abc78c7|the basin-of-attraction thesis]], which has not been tested and is contested. It also rests on the unestablished assumption that approximately aligned systems are corrigible in this sense, and not merely in appearance.",
  "argument_id": "bf15a85a-495b-4830-9428-a01a107eee88"
}

{
  "verdict": "likely",
  "decisive": false,
  "evaluation": "If its premises hold, the argument makes it likely that preservation fails in some cases. The claim says alignment will be preserved, so counterexamples tell against it. The argument does not show how often preservation fails. Its weight rests on [[claim:a2191f46-c63d-4d0a-bbc1-5b5910370edc|undetected transmission of flaws to successors]], which subliminal-learning and weak-to-strong experiments support as a possibility, mainly between closely related models. It also rests on the premise that some approximately aligned systems fall short in their values rather than their competence, which is plausible but has not been measured.",
  "argument_id": "32fb1b38-bfd0-4cae-a645-f3f263786b45"
}

{
  "claim_id": "aada82ab-4dce-496e-986c-ec721c66704d",
  "reasoning": "This is a load-bearing premise for plans to hand alignment work to AI systems and for iterated amplification. Getting it wrong would have serious consequences, and it is actively disputed between the Christiano and MIRI traditions. It is narrower than the central AI-risk claims, so 0.5.",
  "importance": 0.5,
  "contestation": 0.6
}

{
  "claim_id": "aada82ab-4dce-496e-986c-ec721c66704d",
  "reasoning": "First pass. Added a for-argument (the corrigibility basin, with a new subclaim aa5205cb) and an against-argument (inherited flaws, linking the existing a2191f46). Recorded Christiano 2018 as an affirming instance with reduced confidence, since he conditions on corrigibility. Assessed doubtful at 0.6 confidence, credence 0.3. Consistent with the dependent claim b425195a (doubtful, 0.2), so no notification is needed. Importance 0.5, contestation 0.6.",
  "action_taken": "structured_and_assessed"
}

{
  "answers": [
    {
      "note": "Structured with two arguments and assessed doubtful (credence 0.3).",
      "message": "m1",
      "outcome": "changed"
    },
    {
      "note": "Assess pass done: doubtful, confidence 0.6, credence 0.3.",
      "message": "m2",
      "outcome": "changed"
    }
  ]
}