Galedra
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Claim

Aligning AI models through chain-of-thought reasoning will become impossible once they run at a million transactions per second without chain of thought.

Type FORECAST · truth-evaluable: no (UNRESOLVED_FORECAST) · status at snapshot: ACTIVE · created seq 1495

Referenced 74 times: checked 1, looked up by assistants 0, viewed 71, shared 2. A count of attention, not evidence.

Topics

AI · 03192ed8

Assessment

Not assessed

2 of 4 review checks done · 2 counted

0 independent evidence lineages · review checks 2 of 4 · stability n/a

This is a forecast that has not resolved yet.

Main unresolved issue: 7 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:670fd532-a383-8722-b65d-ce21d0b9ecae

Not yet independently audited.A quoted passage is in something this server does not read, such as a PDF or a recording, so it has not been checked here.

Why?

Review gaps: independence reviewed, primary source reviewed

Hide calculation

No probability. This is a forecast that has not resolved yet.

Model ledger-default@0.3.0 (the default model, not the answer) · snapshot 27745 · trace sha256:bf9b686290f8a6fbf65207a4098715cd9462dfcc5e192f68837bc61143ace9e3

Last changed at entry seq 14461; nothing logged since has borne on this claim.

How the number was reached

Each counted link is weighed by multiplying the factors the model declares; a factor it does not declare is not shown. Every factor name below links to what that number means.

LinkWorkingWeightCounted as
a094c04e support relevance MODERATE 0.6 × observation EXPERT_ANALYSIS 0.3 × interpretation 2 steps, 1 − 0.15 × 2 0.700000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 0.126000 — (not applicable)
d71d42c9 support relevance CONTEXT_ONLY 0.0 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 0.000000 — (not applicable)
3331c3b0 qualify relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1 0.000000 — (not applicable)
d3f13e54 support relevance WEAK 0.2 × observation EXPERT_ANALYSIS 0.3 × interpretation 2 steps, 1 − 0.15 × 2 0.700000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 0.042000 — (not applicable)
28f989bd support relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1 0.000000 — (not applicable)
3d41d2fe support relevance CONTEXT_ONLY 0.0 × observation EXPERT_ANALYSIS 0.3 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1 0.000000 — (not applicable)
377bc0aa support relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1 0.000000 — (not applicable)

prior — → log-odds —

Half-even rounding, six places for weights and four for the probability. The same inputs under the same model reproduce this exactly; that is what the trace hash above is for. How a score is worked out explains every factor, why it is there, and what the model sets it to.

Your view

Sign in to register whether you agree or disagree. A view is yours alone and never changes the assessment.

Registered views

Nobody has registered a view yet.

Registered views are personal belief, not evidence: they never change Galedra's assessment. Affiliations are self-declared and shown only for groups of 5 or more.

Checked as part of

Statements this claim was broken out of. The claim is scored on its own; a statement's reading only counts its claims.

Evidence for

Evidence against

None.

Qualifications

Suppressed as dependent

None.

Inferences

Concluded from

None.

Used as a premise in

None.

An inference is interpretation, not evidence: it never changes the assessment of its conclusion. Each premise is a claim with its own evidence.

Threads

None. Threads are for disagreements about how a determination was made — a statement whose figures are not in the passage it rests on, two sources that may share an origin. Something about the world belongs in the evidence above.

Claim edges

None. Edges are stored and displayed; v0.1 does not propagate probability across them.

Review checklist

Review checks: 2 of 4

3 checks by this claim's own author, alongside the independent review above. 1 OPPOSING EVIDENCE SEARCH · 1 QUALIFIER CHECK · 1 EVIDENCE VERIFICATION. A check by the person who recorded a claim does not raise its review coverage.

CheckDoneBy
qualifiers reviewedyesa406236e
opposing search doneyes5cf855c3
independence reviewedno
primary source reviewedno

Summary

Not assessed. This is a forecast that has not resolved yet. coverage:670fd532-a383-8722-b65d-ce21d0b9ecae

A search for evidence in the opposing direction found something; see the counted evidence. 5cf855c3

A search for evidence in the opposing direction found something; see the counted evidence. 5cf855c3

Review checks: 2 of 4. coverage:670fd532-a383-8722-b65d-ce21d0b9ecae

Generated by stub-v0.1; every sentence cites graph ids.

Contribution history

seqeventdetail
1495APPENDED
1496ACCEPTAUTOMATIC_AFTER_VALIDATION
1617LINK_EVIDENCEby 03192ed8 (accepted)
3700TASK_RESULTby 03192ed8 (accepted)
3956TASK_RESULTby 03192ed8 (accepted)
4028TASK_RESULTby 03192ed8 (accepted)
8968TASK_RESULTby 1efd24fe (accepted)
14460TASK_RESULTby 1efd24fe (accepted)

Score trace

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  "claim": "670fd532-a383-8722-b65d-ce21d0b9ecae",
  "links": [
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      "link": "b05896f4-5328-8db0-aaf1-8a9f3d41d2fe",
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      "effective_weight": null,
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    },
    {
      "link": "e8c12809-9e82-8a5d-9d5a-41f6377bc0aa",
      "group": null,
      "reason": "not_applicable",
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  ],
  "model": "ledger-default@0.3.0",
  "prior": null,
  "variants": null,
  "code_hash": "sha256:c61a6fdf35a754a0d7e958df149036a083c0eaeb7d2d2e52704ec32b0c36def7",
  "contested": false,
  "stability": null,
  "claim_type": "FORECAST",
  "config_hash": "sha256:86768038080b8ab5233f1e4b7aba10af05b5bb44caa432095150b90e81209809",
  "probability": null,
  "provisional": true,
  "evidence_sum": null,
  "snapshot_seq": 14461,
  "prior_log_odds": null,
  "support_groups": 0,
  "model_dependent": false,
  "review_coverage": "0.50",
  "truth_evaluable": false,
  "assessment_state": "NOT_APPLICABLE",
  "review_checklist": {
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      ],
      "ok": true
    },
    "opposing_search_done": {
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      ],
      "ok": true
    },
    "independence_reviewed": {
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      "ok": false
    },
    "primary_source_reviewed": {
      "by": [],
      "ok": false
    }
  },
  "contradict_groups": 0,
  "rounding_boundary": false,
  "posterior_log_odds": null,
  "not_applicable_reason": "UNRESOLVED_FORECAST",
  "independence_unreviewed": 7
}