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Claim

Humans are no longer the smartest things on the planet.

Type INTERPRETIVE · truth-evaluable: yes · status at snapshot: ACTIVE · created seq 2357

Referenced 198 times: checked 7, looked up by assistants 0, viewed 103, shared 88. A count of attention, not evidence.

Topics

AI · 03192ed8 Society · 03192ed8

Assessment

Leans supported

Score: 0.7146 under ledger-default@0.3.0 at snapshot 27745

3 of 4 review checks done · 3 counted

2 independent evidence lineages · review checks 3 of 4 · stability LOW

Main unresolved issue: 12 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:9991e798-c8c1-8a69-87ec-3eb7f69a7d4e

Not yet independently audited.This assessment depends heavily on modeling choices.A quoted passage from arcprize.org and hai.stanford.edu was not found on the page when Galedra fetched it.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?

Strongest counted support: A peer-reviewed Nature Human Behaviour study found every tested LLM outperformed human neuroscience experts on BrainBench prediction. weight 0.459000 evidence

Suppressed as dependent: A speaker says humans are clearly not the smartest things on the planet anymore.; The excerpt directly says humans are clearly no longer the smartest things on the planet.

Review gaps: independence reviewed

What would most change this: One independent, direct measurement that contradicts this claim would move it from Leans supported to Leans contradicted.

Hide calculation

0.7146 under ledger-default@0.3.0 at snapshot 27745 · state Leans supported · Review checks: 3 of 4 · stability LOW · 12 sources, 2 independent lineages

Model ledger-default@0.3.0 (the default model, not the answer) · snapshot 27745 · trace sha256:5c7a922209447443b91fbf0099d00e64be96c6b06037583561b75f6b16e4e4a3

Last changed at entry seq 12088; 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
58a8140a support relevance MODERATE 0.6 × observation HEARSAY 0.1 × 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 0.000000 (dependent strongest only, kept dc4a274a)
1ce2fb55 qualify relevance MODERATE 0.6 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 0.459000 0.000000 (non directional)
dc4a274a support relevance WEAK 0.2 × 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 0.000000
905dc02d qualify relevance STRONG 1.2 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 0.918000 0.000000 (non directional)
0226d3e7 support relevance MODERATE 0.6 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 0.459000 0.459000
608f8ff0 support relevance MODERATE 0.6 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 0.459000 0.459000
1b3be8fd qualify 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 INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 1.530000 0.000000 (non directional)
ec415719 qualify 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 INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 1.530000 0.000000 (non directional)
8b029cd4 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 INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 1.800000 0.000000 (non directional)
567cb5de 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 0.000000 (dependent strongest only, kept dc4a274a)
cb224a91 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 0.000000 (non directional)
fad2ef95 qualify relevance STRONG 1.2 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1 0.918000 0.000000 (non directional)

prior 0.50 → log-odds 0.000000 + 0.918000 (the counted weights) = 0.918000 → probability 0.7146

Under neighbouring settings of the same model: 0.6553 to 0.7673, a spread of 0.1120.

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

EvidenceGroupKept instead
2bffe76ddc4a274a
2b7258f3dc4a274a

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: 3 of 4

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

CheckDoneBy
qualifiers reviewedyes9b9defb4
opposing search doneyesab05fd7c
independence reviewedno
primary source reviewedyes1ce2fb55, 0226d3e7, 1b3be8fd, ec415719, 8b029cd4

Summary

Leans supported. The main support is: A peer-reviewed Nature Human Behaviour study found every tested LLM outperformed human neuroscience experts on BrainBench prediction. 014d205f

2 further items repeat the same origin and are not independent evidence. 2bffe76d2b7258f3

Qualifier: Stanford’s AI Index reports that AI exceeds human ability in most benchmark task categories, while humans still outperform AI in some settings. 87367eb0

Qualifier: ARC Prize says Astra's benchmark advantage is bounded and does not represent the complexity of the real world. f43c13ae

Qualifier: The AI Index reports that humans can still outperform AI when tasks run for 32 hours, despite AI leading in short two-hour settings. afb2ba5f

Qualifier: Stanford reports superhuman benchmark performance alongside large failures on simple tasks, supporting a domain-specific rather than universal claim about AI intelligence. 6c3dc708

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

Contribution history

seqeventdetail
2357APPENDED
2358ACCEPTAUTOMATIC_AFTER_VALIDATION
2491LINK_EVIDENCEby 03192ed8 (accepted)
3934TASK_RESULTby 03192ed8 (accepted)
8082TASK_RESULTby 1efd24fe (accepted)
8720TASK_RESULTby 1efd24fe (accepted)
9769LINK_EVIDENCEby 1efd24fe (accepted)
10070LINK_EVIDENCEby 1efd24fe (accepted)
10072LINK_EVIDENCEby 1efd24fe (accepted)
10147LINK_EVIDENCEby 1efd24fe (accepted)
10253LINK_EVIDENCEby 1efd24fe (accepted)
10260LINK_EVIDENCEby 1efd24fe (accepted)
10422TASK_RESULTby 1efd24fe (accepted)
12087LINK_EVIDENCEby 1efd24fe (accepted)

Score trace

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  "model": "ledger-default@0.3.0",
  "prior": "0.50",
  "variants": {
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  "code_hash": "sha256:c61a6fdf35a754a0d7e958df149036a083c0eaeb7d2d2e52704ec32b0c36def7",
  "contested": false,
  "stability": "LOW",
  "claim_type": "INTERPRETIVE",
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  "snapshot_seq": 12088,
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  "support_groups": 2,
  "model_dependent": true,
  "review_coverage": "0.75",
  "truth_evaluable": true,
  "assessment_state": "LEANS_SUPPORTED",
  "review_checklist": {
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    "independence_reviewed": {
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    "primary_source_reviewed": {
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  "contradict_groups": 0,
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}