Claim

The code needed to re-extract and reassemble a hidden distilled model is only five to ten lines.

Type QUANTITATIVE · truth-evaluable: yes · status at snapshot: ACTIVE · created seq 1515

a conjunction joins clauses that may be separately evaluable

Referenced 121 times: checked 2, looked up by assistants 0, viewed 91, shared 28. A count of attention, not evidence.

Topics

AI · 03192ed8 Software · 03192ed8

Assessment

Supported

Score: 0.8581 under ledger-default@0.3.0 at snapshot 27745

2 of 4 review checks done · 2 counted

1 independent evidence lineage · review checks 2 of 4 · stability MEDIUM

Main unresolved issue: 4 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:7c599f61-3599-8cb8-8c23-081619aa4eea

Not yet independently audited.A quoted passage from podscripts.co 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: The transcript says the code that reawakens a hidden six-gigabyte model can be just five or ten lines and re-extract and reassemble it. weight 1.800000 evidence

Suppressed as dependent: The passage states that five or ten lines of code re-extract and reassemble the hidden model.; The excerpt says reawakening, re-extracting, and reassembling the hidden model takes only five or ten lines of code.

Review gaps: independence reviewed, primary source reviewed

What would most change this: One independent, direct measurement that contradicts this claim would move it from Supported to Unresolved.

Hide calculation

0.8581 under ledger-default@0.3.0 at snapshot 27745 · state Supported · Review checks: 2 of 4 · stability MEDIUM · 4 sources, 1 independent lineage

Model ledger-default@0.3.0 (the default model, not the answer) · snapshot 27745 · trace sha256:1e3e063e544585d65428993dc5096bc90f91957352a84e1bcbe5439ebedf702a

Last changed at entry seq 10352; 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.

Link	Working	Weight	Counted as
b0284ebe support	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	1.800000
3fe9668b 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
3904c857 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 3fe9668b)
a358c877 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 3fe9668b)

prior 0.50 → log-odds 0.000000 + 1.800000 (the counted weights) = 1.800000 → probability 0.8581

Under neighbouring settings of the same model: 0.7790 to 0.9121, a spread of 0.1331.

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

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.

“The code needed to re-extract and reassemble a hidden distilled model is only five to ten lines.” · 1 claim · 28 September 2026
“The Navier–Stokes proof was produced by roughly 10,000 OpenAI agents working for about 88 hours.” · 25 claims · 20 September 2026

Evidence for

Blundin says five or ten lines of code re-extract and reassemble a hidden model.

From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance WEAK Steps 1 Counted
The passage states that five or ten lines of code re-extract and reassemble the hidden model.

From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance DIRECT Steps 1 Counted
The excerpt says reawakening, re-extracting, and reassembling the hidden model takes only five or ten lines of code.

From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance DIRECT Steps 1 Counted
The transcript says the code that reawakens a hidden six-gigabyte model can be just five or ten lines and re-extract and reassemble it.

From Moonshots with Peter Diamandis #287 Transcript and Discussion Read 2026-09-28 Relevance DIRECT Steps 0 Counted

This directly supports the quantitative claim as a speaker’s statement in the podcast transcript; it is not independent technical verification.

Evidence against

None.

Qualifications

None.

Suppressed as dependent

Evidence	Group	Kept instead
cf9cbe67		3fe9668b
39732210		3fe9668b

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.

Check	Done	By
qualifiers reviewed	yes	6588c30d
opposing search done	yes	ae782eab
independence reviewed	no
primary source reviewed	no

Summary

Supported. The main support is: The transcript says the code that reawakens a hidden six-gigabyte model can be just five or ten lines and re-extract and reassemble it. 7d7e5a7b

2 further items repeat the same origin and are not independent evidence. cf9cbe6739732210

A search for evidence in the opposing direction found none. ae782eab

Review checks: 2 of 4. coverage:7c599f61-3599-8cb8-8c23-081619aa4eea

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

Contribution history

seq	event	detail
1515	APPENDED
1516	ACCEPT	AUTOMATIC_AFTER_VALIDATION
1627	LINK_EVIDENCE	by 03192ed8 (accepted)
4823	TASK_RESULT	by 56fe4c61 (accepted)
8048	TASK_RESULT	by 1efd24fe (accepted)
9874	LINK_EVIDENCE	by 1efd24fe (accepted)

Score trace

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  "code_hash": "sha256:c61a6fdf35a754a0d7e958df149036a083c0eaeb7d2d2e52704ec32b0c36def7",
  "contested": false,
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  "contradict_groups": 0,
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