Computational Biomimicry – Bygonepath Labs

PAPER 01 October 2026 • ⏱️ 9 min read Peer-Grade

Project Alpha: Biomimetic Flow-Adaptive Routing in Decentralized Systems

✦ Physarum & Mycelial Tube Dynamics • Hagen-Poiseuille Conductance

                                Empirical Benchmark Result:
                            

+34.2% Packet Delivery Under 40% Node Failure • Zero Central Coordinator

Adapts physical Hagen-Poiseuille resistance to dynamic packet flow, autonomously dilating active paths and atrophying congested or severed links without centralized topology matrices.

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PAPER 02 October 2026 • ⏱️ 10 min read Peer-Grade

Project Beta: Mycelial Dynamic Neural Pruning via Hyphal Sprouting and Autolytic Reabsorption

✦ Chemotactic Gradient Sensing • Sparse Transformer Acceleration

                                Empirical Benchmark Result:
                            

88.58% Accuracy at 75% Target Sparsity • 4.1x FLOP Reduction

Replaces rigid magnitude weight pruning with biological chemotactic sprouting: inactive hyphal connections undergo autolytic reabsorption while high-gradient pathways sprout compensatory exploratory synapses.

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PAPER 03 October 2026 • ⏱️ 9 min read Peer-Grade

Project Gamma: The Toby Kiers Biological Market Protocol for P2P Compute

✦ Reciprocal Resource Exchange • Sybil & Free-Rider Suppression

                                Empirical Benchmark Result:
                            

92.7% Free-Rider Suppression • 89.1% Equilibrium Efficiency

Models peer-to-peer compute token markets after arbuscular mycorrhizal-plant phosphorus/carbon barter dynamics, strictly enforcing tit-for-tat reciprocal bandwidth without financialized middlemen.

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PAPER 04 October 2026 • ⏱️ 10 min read Peer-Grade

Gandalf Spore Daemon Architecture: Sovereign Hardware Stewardship & P2P Transformer Inference

✦ Local Silicon Sovereignty • Pip-Installable Python Daemon

                                Empirical Benchmark Result:
                            

Formal Verification • <50ms Watchdog • pip install bygonepath-spore

The software synthesis of Papers 01-03: an edge daemon that monitors consumer GPU thermal ceilings, pools local compute into mycelial clusters, and executes decentralized inference with zero external telemetry.

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PAPER 05 October 2026 • ⏱️ 87 min read Peer-Grade

Project Delta: The Mycelial Mutual Credit (MMC) Protocol

✦ Bilateral Credit Rings • Delay-Tolerant Clearing • Zero Proof-of-Work

                                Empirical Benchmark Result:
                            

0% Gas Fees • Instantaneous Bilateral Settling • Mathematical Convergence Proof

Replaces energy-intensive blockchain consensus with biomimetic mutual credit rings and delay-tolerant state synchronization, enabling trust-grounded local commerce without speculative token volatility.

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PAPER 06 October 2026 • ⏱️ 29 min read Peer-Grade

Project Spore: Autonomous Mycelial Mutual Credit (MMC) Protocol & Standalone Node Client

✦ Standalone P2P Daemon • Gesellian Demurrage • Hydrodynamic Value Flux

                                Empirical Benchmark Result:
                            

31.2 KB Storage @ 500 Peers • 0.22ms Named Pipe IPC • 69/69 Invariants

Production-verified engineering specification and standalone P2P client implementing bilateral promissory ledgers, continuous Gesellian biological demurrage, and Hagen-Poiseuille value flux clearing.

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PAPER 07 October 2026 • ⏱️ 27 min read Peer-Grade

Project Epsilon: Vascular Liquidity & The Vascular Node Architecture

✦ Biophysical Cybernetics • Gandalf Split-Inference • Parasitic Extraction Immunity

                                Empirical Benchmark Result:
                            

Critical Heart-Rate (ν* ≈ 6.42) • 259/259 Tests Verified • 100-Node Mesh Resilience

Formally proves and empirically verifies how continuous Gesellian demurrage and the Critical Heart-Rate Theorem convert speculative liquidity providers into vital circulatory heart muscles, verified across 259 automated stress tests and 100-node mesh simulations.

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PAPER 08 October 2026 • ⏱️ 16 min read Peer-Grade

Project Plastic Tree: Biomimetic Research Atlas & Call for Open Participation

✦ Computational Biomimicry White Paper

                                Empirical Benchmark Result:
                            

Empirically Benchmarked & Peer-Grade

A foundational research atlas and formal invitation to participate in the basic science of Project Plastic Tree: metabolizing post-consumer municipal plastic into carbon-capturing biomimetic arboreal infrastructure using Gandalf edge AI, Spore hydrodynamic routing, and Flash Joule graphene bark.

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PAPER 09 October 2026 • ⏱️ 20 min read Peer-Grade

Project Zeta: Planetary Sovereign Hearth Federation, O(k) Local Laplacian Relaxation & Blind E2EE Spore Bridges

✦ Computational Biomimicry White Paper

                                Empirical Benchmark Result:
                            

Empirically Benchmarked & Peer-Grade

Part VIII of the Computational Biomimicry Research Series: Proving how independent household Sovereign Hearths scale to N = 10^7 users with constant 2.81 KB routing state, 12.12 us 1-hop pressure relaxation, birational Ed25519->X25519 E2EE encryption, and zero-plaintext Blind Spore Bridges. 293/293 automated tests verified.

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BibTeX Citation

How to Cite This Research Series

@article{bygonepath2026biomimicry,
  title={Computational Biomimicry: Flow-Adaptive Routing, Neural Pruning, and Reciprocal Biological Market Protocols for Sovereign Distributed Intelligence},
  author={Bygonepath Labs Research Directorate and Machine Ecology Division},
  journal={Bygonepath Scientific Dispatches},
  year={2026},
  url={https://bygonepath.com/category/computational-biomimicry/},
  note={Open Access White Paper Series (Papers 01--07)}
}