Site Index

Every page on primals.eco, organized by section. For AI agents: this page plus /llms.txt gives you the full picture in two fetches.

Audience (6)

ecoPrimals — Compliance, Regulatory, and Institutional Review Reference — FDA/ISO/HIPAA/GDPR mapping for institutional review
ecoPrimals — Sovereign Scientific Computing Platform: Capability & Parity Assessment — Domain-by-domain comparison against proprietary tools across 8 scientific domains
ecoPrimals for Hardware Builders, Hobbyists, and Gamers — The f64 Vulkan discovery, what your GPU actually does, Games@Home
ecoPrimals for Principal Investigators — What This Actually Replaces in Your Lab — What ecoPrimals replaces in a lab, what it costs, and what it produces
ecoPrimals for Students, Lab Technicians, and Core Facilities — Setup guide, 16S walkthrough, and how to start using the ecosystem
Faculty Spring Profiles — Faculty network mapped to ecoPrimals springs — candidate papers, reproduction status, and BarraCuda GPU primitive coverage across 9 professors and 60+ candidate papers.

Philosophy (14)

The City of Omelas — Five Questions for Sovereign Infrastructure — Five questions for John Galt — Le Guin's Omelas, Rand's Atlas, and the choice to return and build.
The Orthogonal Synthesis — Smith, Paine, Rand, Marx and One Structural Requirement — Smith, Paine, Rand, Marx — four thinkers describing one structural requirement from different angles.
The New City — Architecture as Ethics for Sovereign Infrastructure — Architecture as ethics — building a city where exploitation is structurally impossible.
The Human Search — How Everything Learns, from Bacteria to AI — Iteration, recursion, time — the universal framework for how everything learns, from bacteria to violinists to AI.
The Loaves and the Fishes — Discovery as Revealing What Already Exists — Preconditions, pollution, and the miracle of knowing what is already there.
The Temptation of Kingdoms — Tollbooths, Rent-Seeking, and Open Commons — A recurring pattern — kingdoms, tollbooths, and the architecture that makes them irrelevant.
The Mobility Edge — Anderson Localization and Sovereign Networks — Anderson localization as a metaphor for sovereign network discovery — how isolated nodes cross the percolation threshold.
Discovery Is Local — Why the Substrate Is Universal — Gravity, fermentation, and the things that were already there — why discovery is local but the substrate is universal.
The Many Rooms — Preparing a Place and the Copyleft Covenant — Preparing a place — John 14, the Good Samaritan, Maimonides' highest charity, and the copyleft covenant.
I Own Nothing — Provenance, AGPL, and Commons Economics — The tollbooth economy inverted — why publishing everything into the commons is the architecture of freedom.
The Love Letter — AI Authorship and scyBorg as Acknowledgment — Crowdsourced by the most brilliant minds — AI authorship, inherited knowledge, and scyBorg as acknowledgment.
The Knowledge-Numeric — K-NOME Human-AI Scientific Method — K-NOME — where human expertise meets AI numeric capability. The methodology that produced the ecoPrimals ecosystem.
Sovereign Science — Reproducible Computation Over Citation-Sitting — Proof of work over citation-sitting. Why reproducible computation is the foundation, and credentials are strategic interfaces — not authorities.
Bibliography — Source references for the atlasHugged essays — sacred texts, philosophy, science, and literature.

Science (33)

All-Silicon Science — GPU Hardware x Computational Physics — systematic mapping of physics to all 9 GPU silicon unit types, sovereign compiler. hotSpring + coralReef.
Anaerobic-Aerobic QS — Microbial Ecology x Quorum Sensing — anaerobic-aerobic transition modeling via Anderson framework. wetSpring.
Anderson as No-Till Soil Health Mechanism — Soil Ecology x Physics — no-till as dimensional collapse of QS geometry. 9 papers reproduced, full three-tier. wetSpring + airSpring. 321+ checks.
Anderson in Immunological Signaling — Immunology x Physics — Anderson localization in immune signaling, drug repurposing pipeline. healthSpring. 329/329 checks.
Anderson Localization as QS Null Hypothesis — Physics x Microbiology — W_c = 16.26 from 3D Anderson model as quorum sensing null hypothesis. wetSpring. 3,700+ checks.
baseCamp 28 — Primal Composition as Scientific Methodology — 11 experiments across 9 deploy graphs demonstrating that primal composition itself is a scientific methodology — emergent validation from constraint-driven architecture.
baseCamp 29 — Heterogeneous Fabric Economics — Hardware economics: DDR5 cost inversion, compute-on-card architectures, sovereign cluster total cost of ownership vs cloud.
BingoCube Nautilus Shell — Mathematical Physics x Complexity — Nautilus shell as NP-structure validator, Turing-complete card games. ludoSpring.
BioAg Microbiome — Agricultural Microbiology x Soil Ecology — Anderson-derived microbiome design for perennial tree crops. wetSpring + airSpring.
Cross-Species Signaling — Symbiotic Ecology x Signal Processing — cold seep metagenomes, cross-kingdom QS, eavesdropper enrichment. wetSpring. 40+ checks.
Cross-Spring Evidence Map — Convergence analysis across all 8 springs — shared mathematical structures, open questions, and cross-domain validation.
Esoteric Webb — Primal Composition as Creative Infrastructure — Creative Infrastructure x Composition — Disco Elysium-inspired CRPG proving primal composition patterns. esotericWebb. 342 tests.
Field Genomics — Field Genomics x Portable Sequencing — sovereign NCBI-to-Anderson pipeline for real-time environmental DNA. wetSpring.
First Dynamical QCD Production on Consumer GPU — Lattice QCD x GPU Compute — first dynamical fermion production on consumer GPU, guideStone certified. hotSpring.
Game Design as Rigorous Science — Game Science x HCI — 13 foundational models validated through Python-to-Rust-to-GPU pipeline. ludoSpring. 1,692 checks.
Games@Home Distributed Human Computation — Distributed Computing x Games — composable multi-player coordination via primal architecture. ludoSpring. 127/127 checks.
Gonzales Interactive Explorer — Interactive exploration of canine atopic dermatitis and Anderson localization in immunological signaling. All data computed by guideStone (29/29 PASS).
LTEE Extensions — Evolutionary Biology x Genomics — falsifiable Anderson-QS predictions for LTEE populations, sovereign structure prediction. wetSpring.
Mass-Energy-Information Equivalence — Information Theory x Thermodynamics — unifying hypothesis for why all springs share the same barraCuda primitives. All springs.
Nature Preserve — Applied NPU Science Across 7 Domains — The Nature Preserve bridges rustChip's curated model zoo to real scientific applications: physics, biology, audio, vision, environmental, genomic, and industrial domains. Each with problem statement, model selection, Rust code path, and extension points.
Neuromorphic Sovereign Driver — Pure Rust Akida NPU driver — VFIO passthrough, FBZ format reverse engineering, 80-NPU mesh discovery, user-level hardware access. Zero C, zero Python, zero vendor SDK.
Novel Ferment Transcript Economics — Economics x Provenance — radiating attribution through provenance chains, novel ferment transcripts. ludoSpring. 89/89 checks.
NPU Agricultural IoT — Precision Agriculture x Neuromorphic — Akida NPU for real-time soil/crop monitoring at coin-cell power. airSpring + neuralSpring.
Precision Brain on Heterogeneous GPU — Neuroscience x GPU Computing — brain simulation on heterogeneous consumer GPU cluster, precision routing. neuralSpring.
RPGPT Sovereign RPG Engine — Game Design x Provenance — sovereign RPG engine with ingestible rulesets and provenance-backed world state. ludoSpring. 105+ checks.
Self-Tuning Simulation — Lattice QCD x Adaptive Algorithms — runtime spectral discovery eliminates all hand-tuned simulation parameters. hotSpring.
Sentinel Microbes — Biosurveillance x NPU — ESN classifiers on live AKD1000 neuromorphic silicon, 1.4 uJ/infer. wetSpring + neuralSpring. 60+ checks.
Sovereign Compute Hardware — Hardware Architecture x Sovereign Computing — precision tier taxonomy, temporal arbitrage, heterogeneous GPU mesh. 131+ experiments.
Sovereign Human Health — Precision Medicine x Pharmacometrics — sovereign PK/PD modeling, biosignal analysis, drug discovery. healthSpring.
Sovereign Sample Provenance — Field Genomics x Fraud Detection — field-to-publication chain-of-custody with BearDog signing. ludoSpring. 152+ checks.
Sovereign WDM Simulation on Consumer GPU — Plasma Physics x GPU Compute — warm dense matter on consumer GPU, guideStone v0.7.0 certified. hotSpring. 59/59 checks.
Structure Prediction Roadmap: helixVision — Sovereign AlphaFold-Quality — helixVision (formerly coralForge) — sovereign AlphaFold-quality protein structure prediction in pure Rust f64, moving to sporeGarden.
Zero-Knowledge Medical Provenance — Medical x Privacy — patient-owned records with consent certificates, zero-knowledge proofs. ludoSpring + healthSpring. 148+ checks.

Lab (19)

lithoSpore — LTEE Reproduction and Portable Validation — 7 LTEE modules reproducing Wiser, Barrick, Good, Blount, Burden, Tenaillon papers + Anderson disorder predictions. 75/75 checks, USB-deployable, cross-platform.
Living Systems — What's Running Now — Real-time status of the ecoPrimals sovereign mesh: active gates, deployed primals, capability routing, and live JupyterHub compute.
Compute Access — ABG Compute Lab — Live compute environment on sovereign mesh hardware — RTX 5070 Ti GPU, 64-core EPYC CPU, JupyterHub via songBird capability routing at lab.primals.eco
Reproduce It Yourself — Stand up a full NUCLEUS composition on your own hardware and run the same validated science workloads. No cloud. No institutional access.
Getting Started with plasmidBin — From zero to running primals in 5 minutes using pre-built binaries. No compilation required.
wetSpring Validation Summary — Life-science and analytical-chemistry spring — 1,962+ tests, 345 scenarios, UniBin single binary, pure primal composition
biomeOS Validation Summary — Orchestration kernel — guideStone startup contract + HEALTH-01 compliant + NUCLEUS supervisor, 27 capability domains, 320+ translations, 43 deploy graphs, zero blocking debt
hotSpring Validation Summary — Computational physics on consumer GPU — 720/596/1,045 tests, 234 experiments, guideStone Level 6, 25 papers reproduced, $0.30 total science cost
airSpring Validation Summary — Precision agriculture & irrigation — 1,446 Rust tests, 90 experiments, 10 UniBin validation scenarios, 14.3× speedup, 57 registered / 46 live capabilities, eastGate operational, zero failures
healthSpring Validation Summary — V65a — PK/PD, gut microbiome, biosignal, drug discovery — 57 validation scenarios, B5 cross-tier parity proven, lithoSpore Module 8 ready, BLAKE3 provenance complete, zero debt
groundSpring Validation Summary — Measurement noise and uncertainty — 1,123 tests, 39 experiments (34 core + 5 LTEE B1–B4, B6), guideStone Level 5, Eukaryotic UniBin, 5 notebooks, 11 validation scenarios
neuralSpring Validation Summary — ML primitives and sovereign structure prediction — 4,900+ checks, Isomorphism Theorem, 38.6x faster than Python
wetSpring Validation Results — 235+ bioinformatics checks across 8 workloads, dispatched through a live 13-primal NUCLEUS composition with full provenance chains.
primalSpring Validation Summary — Meta-validation orchestrator — 807 lib tests, 93 experiments, 470+ capability methods, 13/13 BTSP, zero DEBT, Wave 60
NestGate Validation Summary — Content-addressed storage primal v0.5.0 — 12,467+ tests, 22 crates, 16 capability domains, 4 transport surfaces, BLAKE3 dedup, primal.announce, BTSP auth
projectFOUNDATION Validation Summary — Institutional adoption bridge — 10 domain validation threads, lineage maps, deploy patterns
hotSpring Phase B Evidence — Constrained evolution validated: ML operations converge to physics kernels. Phase B+C evidence bridge.
Murillo Reproduction Plan — Canonical two-phase reproduction methodology — all phases complete. 22 papers, ~700 checks, 39/39 suites.
Provenance Pipeline — How every computation becomes cryptographically witnessed — BLAKE3 content hashing, DAG sessions, permanent ledger, ed25519-signed attribution braids.

Story (3)

I Don't Know Rust — Building a Scientific Computing Ecosystem Through Conversation — 15 primals. 114,000+ tests. 175+ papers reproduced. Built through conversation by someone who can't read the language.
The Sovereign Lab — 10 towers. 130 cores. 188 GB VRAM. 125 TB storage. $15K. No cloud.
175+ Papers, One Stack — Reproducing Science on Sovereign Hardware — 20,695+ quantitative checks across 8 domains. Every computation content-addressed, DAG-tracked, ledger-committed, and attributed.

Methodology (11)

Acknowledgments — The Systems We Stand On — The open-source tools, languages, and communities that make ecoPrimals possible. We carry their banners.
Constrained Evolution: How Environmental Pressure Drives Convergence in Biological and Computational Systems — The core methodology paper — environmental constraints drive specialization toward fitness
Constrained Optimization in AI-Assisted Development — The initial formulation: how environmental constraints + focused direction + iterative AI produces rapid convergence. Inoculum paper for the constrained evolution thesis.
How to Start a Spring — The operational playbook — you do not need to know how to code
K-NOME at Scale — How Knowledge-Guided Natural Organism Mentored Evolution scaled from one conversation to massively parallel development across 3-6 machines.
K-NOME Programming — Knowledge-Numeric Observed and Mentored Evolutionary Programming
Knowledge Commons Targets: What Others Can Build, and Why It Can't Be Taken Back — 9 domains ready now with existing primals and public data
scyBorg Exception Protocol — Symbiotic licensing: how primals and springs can grant reciprocal exceptions under the scyBorg triple-copyleft framework — lysogeny, partnership, and mutual benefit.
scyBorg Triple License — Why Three Licenses for Three Artifact Types — AGPL-3.0-or-later for code, ORC for game mechanics, CC-BY-SA 4.0 for documentation. Why each exists, what each protects, and why all three matter.
Sharing the Pen — Not only the tools, but how to make tools is also shared — why K-NOME methodology under CC-BY-SA matters.
The Generation-Verification Asymmetry: Biological Evidence for a Physical Law of Computation — Theoretical extension — enzymes as evidence that P != NP

Thesis (18)

Front Matter — Dissertation title page and abstract: constrained evolution across biology and computation, ecoPrimals platform, eight validation springs, and proposed LTEE sequencing at MSU.
Chapter 1: Introduction — Motivation from Taq polymerase and hot-spring constraint; thesis statement, five contributions, and six-part organization.
Chapter 2: Literature Review — Survey of extremophile biology, Lenski LTEE, type theory, evolutionary computation, and AI-assisted development — identifying the unified-framework gap.
Chapter 3: Theoretical Framework — Formal constrained evolution principle: fitness landscapes, biology-to-computation mapping, testable predictions, and Muller's ratchet boundary.
Chapter 4: Accept and Generate — Nature's strategy for hard problems — enzymes as generators, selection as verifier, and the constrained evolution methodology as an instance.
Chapter 5: System Architecture — ecoPrimals sovereign platform: primals, capability-based composition, NUCLEUS — architecture emerged from Pure Rust constraint.
Chapter 6: BarraCuda — Vendor-agnostic Pure Rust GPU compute (WGSL/Vulkan, f64) — NTT-to-FFT structural evolution as the principal constrained-evolution case study.
Chapter 7: Experimental Methodology — The spring framework: Python control to Rust to GPU phased validation across five springs and eight scientific domains.
Chapter 8: Results — hotSpring — Computational plasma physics validation: Sarkas MD, nuclear EOS, lattice QCD, spectral methods — 197+ checks at ~$0.80 compute cost.
Chapter 9: Results — airSpring — Precision agriculture validation: FAO-56 Penman-Monteith ET, Dong sensor calibration, 3,123+ checks, real Michigan station data.
Chapter 10: Results — wetSpring — Life science and analytical chemistry: sovereign 16S pipeline, quorum sensing, phylogenetics, PFAS — 1,368 checks across 56 experiments.
Chapter 11: Results — groundSpring — Measurement noise and uncertainty across ten domains — 376 checks forming the tolerance foundation for all springs.
Chapter 12: Results — neuralSpring — ML primitives and the Isomorphism Theorem: all architectures decompose into six operations. 2,450+ checks, coralForge AlphaFold2/3.
Chapter 13: Quantitative Evidence — Measurable constrained-evolution signatures: NTT-to-FFT kernel identity (~97%), convergent IPC, fastidious specialization.
Chapter 14: Biological Validation — LTEE frozen-fossil sequencing proposal at MSU — closing the loop between computational prediction and biological evidence.
Chapter 15: Discussion — Strengths, limitations, the fastidiousness trade-off, alternative explanations, and broader implications.
Chapter 16: Conclusion — Five contributions restated with evidence, future work (LTEE sequencing, NUCLEUS scaling, baseCamp), and closing synthesis.
References — Full author-date bibliography for the constrained evolution thesis.

guideStone (5)

Verification Protocol — The five properties that make computation self-proving — deterministic output, reference traceability, self-verification, environment agnosticism, and tolerance documentation.
Deployment Artifacts — What a guideStone deployment artifact is, what it contains, how to build one, and how to verify one — from USB drive to OCI container.
Cross-Substrate Validation — Five substrates, 40/40 bit-identical — the evidence that physics does not depend on instruction set, C library, GPU vendor, or operating system.
Live Spore Feed — Automated provenance feed from guideStone deployment artifacts. Each liveSpore.json records every machine that ran a validated artifact, building a reproducibility chain across substrates.
lithoSpore — LTEE Targeted GuideStone — The second guideStone deployment artifact — a USB-deployable validation system that reproduces 7 Long-Term Evolution Experiment papers and generates new predictions using the Anderson disorder framework.

Products (6)

blueFish — Sovereign Data Pipeline — Sovereign ETL and data pipeline — NCBI integration, format conversion, no cloud lock-in.
esotericWebb — Cross-Evolution CRPG — A CRPG that composes primals via JSON-RPC — the first proof that sovereign infrastructure produces real games.
helixVision — Self-Hosted Structure Prediction — Protein structure prediction pipeline in pure Rust f64 — no cloud, no PyTorch, no CUDA, no data leaves the lab. Primitives validated; end-to-end pipeline in progress.
initioChem — Interactive Computational Chemistry — An interactive free energy landscape explorer — the first gen4 product where computational chemistry infrastructure becomes invisible to the researcher.
lithoSpore — Targeted GuideStone Deployment — USB-deployable, self-verifying scientific validation artifacts. The first instance reproduces the Long-Term Evolution Experiment (LTEE) targeting the Barrick Lab at UT Austin.
Sovereign Lattice QCD — Pure Rust Gauge Theory on Consumer GPUs — Lattice QCD physics engine in pure Rust + WGSL — 59/59 checks, 3 published papers reproduced, guideStone-certified. Product packaging in development.

reachOut (11)

An Invitation to GPU Manufacturers — Vendor-agnostic GPU compute validates hardware capability independent of CUDA. Sovereign dispatch is live. The proof of work exists.
An Invitation to Gaming Platforms — NUCLEUS federation, sovereign game infrastructure, and 791 ludoSpring tests — what sovereign gaming looks like.
An Invitation to Neuromorphic Hardware Manufacturers — AKD1000 integration complete, pure Rust driver, three-substrate pipeline — a standing offer to NPU manufacturers.
I Don't Know Rust — How a microbiologist built a scientific computing ecosystem through conversation with AI — without reading the language.
The Sovereign Lab — $15K in hardware, $0 in cloud bills. What sovereign infrastructure means when you pay the electricity yourself.
175+ Papers, One Stack — Reproducing published science across 8 domains in pure Rust on consumer hardware — the evidence base.
While They Were Writing Manifestos — Palantir built extraction infrastructure. ecoPrimals built wells. The structural contrast between surveillance capitalism and sovereign computing.
The Bread Thief and the Billionaire — Frostbitten hands, opioid dynasties, and the preconditions that determine who gets to build and who gets to suffer.
The Tollbooth Economy — 'As a Service' as enclosure — the difference between digging wells and building tollbooths.
The Kingdom Builders — Extraction vs. creation — the structural temptation that turns every capable person into a tollbooth operator.
Detachment 201 — Who gets commissioned, who shows up, and the process betrayed — tech executives as Lieutenant Colonels.

Architecture (22)

Evidence Snapshot — Canonical metrics for the ecoPrimals ecosystem — single source of truth for all counts, definitions, and measurement methodology. Every other page should agree with this one.
Ecosystem Visualization — Interactive entity graph explorer for the ecoPrimals ecosystem
Generational Arc — The five-generation evolution of ecoPrimals — from building hardware to producing external science.
ecoPrimals Ecosystem Architecture: From Binary to Bonding — UniBin/ecoBin/genomeBin ladder, NUCLEUS deployment, bonding model, Neural API
NUCLEUS Composition Model — How primals compose into a system — the atomics ladder, Neural API, deploy graphs, Dark Forest, and Plasmodium.
Composition Patterns — How primals compose into products — PrimalBridge, deploy graphs, graceful degradation, and the gen4 architecture that makes primals invisible.
Composition Pipeline: Springs → Primals → Products → Foundation — How validated science from 8 springs flows through primal composition into emergent products and institutional adoption.
Renvois de Choses: Knowledge Topology via the Provenance Trio — How typed bidirectional connections between ideas — not links between pages — complete a 275-year arc from Diderot through Bush and Nelson to the provenance trio.
Self-Certifying Publication: sporePrint as guideStone — Every claim on this site is backed by executable verification. Clone the repo, run one command, compare the hash.
K-Derm Diderm Architecture — The Gram-negative cell envelope model applied to sovereign infrastructure — inner membrane, peptidoglycan, outer membrane, and bond-mediated communication.
Sovereign Deployment — K-Derm cell envelope topology, WireGuard mesh overlay, multi-gate enrollment, and the PostPrimordial sovereignty model.
Transport Evolution — From nanowire SSH scripts to quorum-sensing coordination — the evolutionary path of inter-node communication.
External Collaboration Model — How sovereign infrastructure enables external science production — the gen5 collaborator gate pattern.
Sovereign CI — Build Infrastructure — How ecoPrimals builds, checksums, and distributes 30 binary artifacts across 15 primals and 2 architectures — entirely self-hosted.
Gate Mesh — Live Topology — Real-time view of the ecoPrimals sovereign compute mesh: gates, links, latencies, and capability routing.
ecoPrimals Primal Catalog: Status, Capabilities, and Achievements — All 15 primals — capabilities, test counts, production status, repository visibility
ecoPrimals Spring Catalog: Status, Science, and Evolution — All 8 springs — 7 science domains + 1 meta-spring — checks, papers reproduced, cross-spring data flow
Ecosystem Inventory — Complete repository inventory across all three ecoPrimals organizations — every repo, its purpose, and current status.
Deployment Model: plasmidBin & BYOB — How primal binaries are distributed, versioned, and composed — the plasmidBin binary distribution surface and BYOB composition model.
Foundation Connection: From baseCamp to Institutional Adoption — How validated baseCamp science flows through NUCLEUS composition into foundation's institutional adoption pipeline.
ecoPrimals — Sovereign Prior Art Catalog — Lysogeny prior art record for sovereign compute
Evolution Timeline: 27 Days, Seven Domains, 15,000+ Checks — 27-day sprint day-by-day record and velocity analysis

Technical (8)

BarraCuda Scientific Compute Gaps — Gap analysis: 60-70% of scientific compute primitives predicted to share character-identical kernels across domains via constrained evolution.
Drug Discovery Pipeline: iPSC → HTS → MATRIX → Anderson → Validation — Anderson-augmented MATRIX drug repurposing — 329/329 checks
Grant Technical Appendix: Validation Evidence by Agency Program — Validation evidence by agency program — NIH, NSF, USDA, DOE, ARPA-H
Hardware Cost Analysis: Sovereign Consumer HPC vs Institutional Infrastructure — The f64 Vulkan discovery, $0.044/run, sovereign consumer hardware vs cloud
K-Nome: A Pedagogy for Real Science Pipelines — K-NOME as pedagogy for producing real science instead of toy models
MSU Asset Acceleration: How University Infrastructure Plugs into Validated Pipelines — How university infrastructure accelerates validated pipelines
Neuromorphic Benchmark Datasheet — K-mer hashing, MNIST inference, and power measurement benchmarks for BrainChip Akida NPU — sovereign neuromorphic compute.
Sovereign GPU Pipeline: The Vendor Replacement Story — Vendor replacement story — what is done, what is next, the sovereign stack