Demo catalog

Demos and use cases

Public use-case reports with replay evidence, artifact packages, and MCP handoff context. These are the release-facing examples people can inspect before running their own workflow.

Paper · Figure 4A–C

NeuroMark schizophrenia connectivity across analysis choices

The main group-difference result changed completely with the connectivity estimator. A human audit also caught a sign-scoring error that automated review had missed.

case1-neuromark-schizophrenia-multiverse
Paper · Figure 4D–E

Cocaine-use-disorder connectivity robustness

Across 36 defensible analysis choices, none of five prespecified connectivity-behavior findings survived correction. Brain Researcher stopped confirmatory promotion and produced a replication plan.

case2-cocaine-network-segregation
Paper · Figure 4F
Historical report

Cross-cultural social cognition meta-analysis

The analysis suggested an mPFC pattern, but the literature was too small and imbalanced for a settled cross-cultural claim. Brain Researcher stopped at an exploratory, paradigm-matched follow-up.

This PDF is an archived snapshot; the manuscript-current Figure 4F result is summarized above.

case4-ingroup-outgroup-cultural-boundaries
Paper · Figure 5

HCP prediction workflow search

The frozen workflow had a directional advantage in 47 of 50 same-cohort repeat-level comparisons. Across 116 candidate workflow proposals, 104 parent-run evaluations returned scores and 12 ended in controller transport failure; there was no external replication.

bounded-self-evolving-predictive
Paper · Figure 6

TRIBE speech–tools representation geometry

The four-new-source endpoint was inconclusive after Holm correction: 3/4 directions were concordant and Holm p=.39636. The recurring-source panels were directionally concordant in 11/12 cells.

bounded-self-evolving-discovery
Additional case report

Additional use case: Connectome hubness and decoding

A separate curated report on hubness, decoding, and generative fidelity in high-dimensional connectome matrices. It is not one of the five manuscript cases.

case3-connectome-hubness-decoding