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feat(examples): CMB consciousness explorer — IIT Phi analysis of cosmic microwave background#321

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ruvnet merged 1 commit intomainfrom
feat/cmb-consciousness-explorer
Mar 31, 2026
Merged

feat(examples): CMB consciousness explorer — IIT Phi analysis of cosmic microwave background#321
ruvnet merged 1 commit intomainfrom
feat/cmb-consciousness-explorer

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@ruvnet ruvnet commented Mar 31, 2026

Summary

SOTA example applying IIT 4.0 to the Cosmic Microwave Background radiation, searching for signatures of integrated information.

  • 948 lines Rust across 4 source files + 453-line RESEARCH.md
  • Downloads real Planck 2018 TT power spectrum (2,507 multipoles from ESA)
  • Constructs TPM from angular scale correlations
  • Full analysis: IIT Phi (exact/spectral), regional sub-systems, sliding window spectrum, causal emergence, SVD emergence
  • Null hypothesis testing against 100 Gaussian random field realizations (z-score, p-value)
  • SVG report with power spectrum, TPM heatmap, Phi spectrum, null distribution
  • Scientific result: CMB consistent with Gaussian random field (p=1.0, z=0.0) — as expected
cargo run --release -p cmb-consciousness -- --bins 16 --null-samples 100

Uses: ruvector-consciousness (IIT Phi, causal emergence, SVD emergence)

Test plan

  • cargo check -p cmb-consciousness compiles
  • cargo run --release -p cmb-consciousness -- --bins 8 --null-samples 10 runs successfully
  • Downloads real Planck data, produces SVG report
  • CI builds pass

🤖 Generated with claude-flow

…ic microwave background

SOTA example application applying Integrated Information Theory (IIT 4.0)
to the Cosmic Microwave Background radiation to search for signatures of
structured intelligence or anomalous integrated information.

Features:
- Downloads real Planck 2018 TT power spectrum (2,507 multipoles)
- Constructs transition probability matrix from angular scale correlations
- Computes IIT Phi (exact/spectral engines) on full system and regions
- Sliding window Phi spectrum across angular scales
- Causal emergence analysis (effective information, determinism, degeneracy)
- SVD emergence (effective rank, spectral entropy, emergence index)
- Null hypothesis testing against Gaussian random field ensemble
- Self-contained SVG report with power spectrum, TPM heatmap, Phi spectrum,
  and null distribution visualization
- Comprehensive RESEARCH.md with scientific methodology

Usage: cargo run --release -p cmb-consciousness -- --bins 16 --null-samples 100

Co-Authored-By: claude-flow <ruv@ruv.net>
@ruvnet ruvnet merged commit 16d15ad into main Mar 31, 2026
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