Published September 24, 2026 | Version 1.2.1

Intelligence Is Structure, Not Scale: A Whole Central Nervous System Connectome as a Fixed Substrate for Scoring Health Data Trust

Authors/Creators

  • 1. SuperTruth Inc.

Description

We took the wiring diagram of a fruit fly's central nervous system, held every connection and sign fixed, and trained only synaptic gains, an input projection, and a readout. The task: reproduce two SuperTruth trust scores, the Data Trust Index™ (DTI) on health records and the Behavioral Integrity Index (BII) on agent event logs. Controls: a shuffled graph, a random graph, a parameter-matched network, a linear readout, and four frontier models (Claude Opus 5, GPT-5, Grok 4, Gemini 3 Flash) given the published DTI paper and the same records. Over five seeds, the degree-preserving shuffle matched the fly's wiring against the DTI engine (composite error 1.60 against 1.74 points (95% CI -0.45 to +0.17)); the random graph matched on tier agreement and every dimension. Every fixed graph beat the parameter-matched network by 1.9 to 2.1 points: at five seeds, the substrate carries the computation. On 300 identical records, the four models matched the engine's tier on 20% to 45% at 13 s to 73 s and 4 to 26 cents per record; the fly, 84% at 16 ms and no marginal cost. Given 100 engine-scored examples as well (post hoc), they matched 54% to 76%. To our knowledge, as of 20 September 2026, this is the first reported use of a whole central nervous system connectome to score the trustworthiness of health data. Every record was synthetic; we used no real person's data. Simply put, the future of intelligence is analog. Version 1.2 completes the pre-registered protocol: all five seeds on both tasks with every control, verdicts on every decision rule, and the post-hoc examples arm for all four vendors. Version 1.2.1 changes one sentence of wording in Section 5 (the fair-comparison paragraph) and no numbers.

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Intelligence_Is_Structure_Not_Scale_SuperTruth_2026_v1.2.1.pdf

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Additional details

Related works

Cites
Working paper: 10.5281/zenodo.19601616 (DOI)
Journal article: 10.1016/j.cell.2026.08.015 (DOI)
Is derived from
Dataset: https://male-cns.janelia.org/ (URL)
Is supplemented by
Software: https://github.com/evil-robot/supertruth-connectome-public (URL)
Dataset: 10.5281/zenodo.22865020 (DOI)