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A framework demanding evidence chains produces zero phantom references

development2026-07-31

Claim

Google's Science One Framework demands a recorded evidence chain for every claim, producing zero phantom references where baselines hallucinated 21%, and medaling on MLE-Bench.

Reported metric: 0% vs 21% hallucinated

Reporting date: 2026-07-31 (not necessarily the event date)

Sources

Attribution and reporting linked by this record; links do not imply independent verification.

Welcome to July 31, 2026 (theinnermostloop.substack.com)

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Reported in

Welcome to July 31, 2026

Actor

Google

Evidence for

Supersedes

Just 250 crafted documents can backdoor a trillion-token corpus

Referenced by

Welcome to July 31, 2026

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Citation formatCitation text

A framework demanding evidence chains produces zero phantom references
Innermost Loop KB — secondary record
Reporting date: 2026-07-31
KB permalink: https://nicholsn.github.io/innermost-loop-kb/developments/2026-07-31-zero-phantom-references-against-a-twenty-one-percent-baseline
Claim: Google's Science One Framework demands a recorded evidence chain for every claim, producing zero phantom references where baselines hallucinated 21%, and medaling on MLE-Bench.
Attributed sources:
- Welcome to July 31, 2026 — https://theinnermostloop.substack.com/p/welcome-to-july-31-2026
This citation does not imply independent verification of linked-source claims.

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