spiderpilot89/doe-genesis-sealed-n2500

DOE Genesis sealed banks (n=2500)

15 dual-regime physics envelopes. Each bank is n=2500 trajectories (37,500 total). Generated by genesis-core (Rust), written as Snappy Parquet with a per-row proof_hash and a file-level cryptographic_seal.

Topics 1 · 3 · 4. Free download. Humanoid banks live in humanoid-failure-boundaries-n2500.

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Quick start

from datasets import load_dataset

grasp = load_dataset("spiderpilot89/doe-genesis-sealed-n2500", "grasp", split="train")
print(len(grasp), grasp[0].keys())

compounding = load_dataset("spiderpilot89/doe-genesis-sealed-n2500", "compounding", split="train")
dark = load_dataset("spiderpilot89/doe-genesis-sealed-n2500", "dark_window", split="train")

Each row is one trajectory (not a 1 ms step dump). Failure / success flags are columns on the row.

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Topic 1 — living process + compounding (6 banks)

Rates from topic AGENTS / Parquet (re-measure on conflict).

Config	File	Dual-regime flag (headline)
biomolecular	biomolecular_design_inverse_catalysis.parquet	denature 20.1%
genotype_phenotype	genotype_phenotype_terran_coupling.parquet	phenotype emergence 47.7%
microbiome	microbiome_predictive_engineering_fkpp.parquet	dysbiosis collapse 31.5%
bioreactor	bioreactor_biomanufacturing_impeller_shear.parquet	shear / kLa 25.2% / 67.6%
genome_multiplex	genome_engineering_multiplex_edits.parquet	chromosomal translocation 78.8%
compounding	compounding_pharmaceutical_potency.parquet	potency / dissolution 86.4% / 30.4%

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Topic 3 — materials under load / heat / wear (5 banks)

Config	File	Dual-regime flag (headline)
materials_inverse	materials_inverse_design_eigenvectors.parquet	yield fail 12.0%
materials_multi_objective	materials_inverse_properties_multi_objective.parquet	multi-objective pass 28.0%
plasma_alloys	materials_plasma_facing_extreme_alloys.parquet	composite fail 34.0%
tribology	materials_accelerated_aging_tribology.parquet	galling seizure 71.4%
forge	materials_forge_eigenvector_strut.parquet	forge yielded 75.2%

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Topic 4 — hold · link · blackout (4 banks)

Config	File	Dual-regime flag (headline)
grasp	autolab_dexterous_grasp_tactile.parquet	reflex clamped safe 20.8%
rf_link	autolab_atheric_network_rf.parquet	telemetry resonant 51.7%
fleet	autolab_fleet_orchestration_ebrake.parquet	collision prevented / e-brake 86.1% / 74.6%
dark_window	autolab_soma_memory_dark_window.parquet	mmap live / blackout / both 91.8% / 33.0% / 24.7%

Partner door. Hold the sample · Keep the fleet linked · Survive blackout. Two-pager: sales/contacts/autolab-distribution/AUTOLAB_CAPABILITY.md. Same four configs — grasp · rf_link · fleet · dark_window. No second Parquet upload.

A 5 kHz grasp sibling exists on disk (autolab_dexterous_grasp_tactile_5khz.parquet). It is not in this dataset unless added as grasp_5khz.

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Engine

Layer	Role
Forge	johnkruze/genesis-core
Reflex	johnkruze/ztp-runtime — 1000 Hz last-state on the body
Site	zerotrustphysics.com

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License

MIT. See LICENSE.

Citation

@dataset{kruze_doe_genesis_sealed_n2500_2026,
  author = {Kruze, John},
  title = {DOE Genesis sealed banks: dual-regime physics envelopes (n=2500)},
  year = {2026},
  url = {https://huggingface.co/datasets/spiderpilot89/doe-genesis-sealed-n2500},
  note = {15 Parquet banks, SHA-256 proof_hash per row}
}