README.md

metadata

title: TBO Oracle
emoji: 🔮
colorFrom: green
colorTo: blue
sdk: docker
pinned: true
license: mit
short_description: Temporal Bispectral Operator for future predictions
tags:
  - prediction
  - bispectral-analysis
  - blockchain
  - retrocausal
  - tsvf
  - oracle

🔮 TBO Oracle

Temporal Bispectral Operator — Blockchain-Anchored Predictions

"The shape is the oracle — we reveal, not compute."

What is TBO Oracle?

TBO Oracle is a prediction system based on bispectral analysis and Two-State Vector Formalism (TSVF). It detects retrocausal signals in independent noise sources to make predictions about future events.

Core Concepts

• Bispectral Analysis: Detects third-order phase coupling invisible to standard power spectrum analysis
• H₂=0 Topology: Manifold closure condition ensuring prediction convergence
• TSVF: Two-State Vector Formalism from quantum mechanics for retrocausal computation
• Dissipative Channels: Independent noise sources become computational assets

How It Works

1. Signal Collection: Gather data from 4+ independent sources (entropy, clock jitter, hash chains, cyclotomic patterns)
2. Bispectral Analysis: Compute cross-bispectrum B(ω₁, ω₂) for each source
3. Z-Score Computation: Compare observed TBO scalar against null distribution
4. Consensus: Sources showing DEFICIT (z < -1.96) vote YES; majority determines prediction
5. Topological Gate: H₂=0 verification ensures simply-connected deficit structure

Mathematical Foundation

The TBO scalar is computed as:

Λ = (1/M) Σ |B(ω₁, ω₂)|

over the principal domain of the bispectrum.

Z-score relative to permutation null:

z = (Λ_observed - μ_null) / σ_null

Classification:

• DEFICIT (z < -1.96): Retrocausal signal detected
• NORMAL (-1.96 ≤ z ≤ 1.96): No significant asymmetry
• EXCESS (z > 1.96): Anomalous coupling

Track Record

Date	Question	Prediction	Outcome
Feb 2026	Canada wins Hockey Gold	NO	✅ USA won
Mar 2026	BTC >$100k	YES	⏳ Pending

Resources

• 📄 Paper: On-Chain (BSV)
• 🔗 GitHub: OriginNeuralAI/Oracle
• 🧠 Company: SmartLedger Solutions

Citation

@software{tbo_oracle_2026,
  author = {Daugherty, Bryan},
  title = {TBO Oracle: Temporal Bispectral Operator for Retrocausal Prediction},
  year = {2026},
  publisher = {SmartLedger Solutions},
  url = {https://github.com/OriginNeuralAI/Oracle}
}

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Built by Bryan Daugherty | SmartLedger Solutions | 2026