Tyche Atlas

424,592 AI-governance observations mapped into a human evidence portal.

Tyche Atlas is a public navigation layer for a thesis-scale research corpus: law, standards, sandboxes, public-sector AI agents, evidence packages, PKI and trust infrastructure, patents, PQC, and machine-readable governance claims.

Raw observations 424,592 law, standards, sandboxes, registers, papers, patents, PQC, and trust-infrastructure signals
Canonical records 162,994 deduplicated navigation records for human review
Patent / PQC signals 167,601 implementation landscape context with separate deployment validation
Duplicate clusters 16,070 repeat observations retained as provenance; evidence weight uses canonical records

Atlas helps a researcher move from a governance claim to the evidence families that could support, weaken, or bound it.

Public downloads are limited to the article PDF and versioned manifest. Raw histories and support materials stay in controlled release storage.

The Atlas topic spine

01

AI law and governance duties

Legal sources and official materials used for candidate law-to-evidence crosswalks.

02

Standards and trust infrastructure

SCITT, RATS, C2PA, VC/DID, SBOM, provenance, signing, and transparency fragments.

03

Regulatory sandboxes

Evidence-producing settings with procedures, logs, technical records, and authority interfaces.

04

Public-sector agents and registers

Registers, public agents, authorities, and digital-government evidence surfaces.

05

Evidence packages and action receipts

Verifier-readable event records connecting identity, system state, evidence objects, and trust anchors.

06

Patents, PQC, and implementation signals

Technical imagination around cryptographic durability, identity, provenance, and AI accountability.

Tyche Atlas evidence navigation map with law, standards, sandboxes, public agents, patents, PQC, and trust infrastructure

A useful navigation infrastructure.

Human valueFind source families, claim support status, and context signal families for a research claim.
Research valueVersioned corpus design, deduplication, provenance, validation, limitations, and claim gates.
Publication objectThe method article describes the evidence infrastructure itself.

The useful human map

AI law

EU AI Act and adjacent law

AI Act, eIDAS/EUDI, GDPR, NIS2, Cyber Resilience Act, Data Act, and Product Liability sources are routed as candidate law-to-evidence crosswalks until exact clause checks are complete.

Standards

Trust and evidence fragments

SCITT, RATS, COSE/JOSE, VC/DID/Data Integrity, C2PA, SPDX, CycloneDX, SLSA, Sigstore, and in-toto appear as partial evidence functions.

Sandboxes

Evidence-producing settings

Regulatory sandboxes are treated as governance research settings that can generate logs, technical documentation, authority summaries, and review surfaces.

Public sector

Agents, registers, and authorities

Algorithm registers, public-sector agent materials, national digital authorities, and supervisory surfaces are mapped as schema analogues and public accountability surfaces.

Evidence packages

Action receipts

Atlas models signed, verifier-readable event records that connect actor identity, system state, evidence objects, timestamps, and trust anchors as a research construct.

Patents and PQC

Implementation imagination

Patent and post-quantum cryptography records show where actors describe trust, identity, provenance, cryptographic durability, and AI-accountability patterns.

Implementation signals with bounded interpretation.

Signal familyExamples in AtlasSafe public interpretation
PQC and quantum-resilient trustpost-quantum cryptography, quantum-key communication, quantum threat detection, smartcard PQClandscape signal for trust-infrastructure research
PKI / identity / credentialseIDAS/EUDI, verifiable credentials, decentralized identity, signed contracts, device certificatespartial evidence-carrier families
AI accountabilityAI Act evidence, model documentation, algorithmic accountability, public registers, public-sector agent surfacescandidate governance evidence map
Software supply chainSBOM/provenance, transparency logs, certificates of authenticity, data provenancereusable evidence fragments

Strong, candidate, or appendix-only.

01

Use now, cautiously

Atlas as a citable research object; action receipts as a proposed research construct.

02

Candidate after verification

Law-to-evidence crosswalks, standards fragments, sandbox evidence infrastructure, public-register schema analogies, and selected comparators.

03

Appendix or separate paper

Pallas-style readiness and patent landscape slices work best as adjacent or separate-paper material.

Scale is visible. Repetition is controlled.

Repeated crawl and export observations remain in audit records. The public portal foregrounds raw scale, canonical records, and duplicate clusters. Claim support uses source authority, exact anchors, and canonical records.

Plainly stated.

Atlas records are canonicalized, deduplicated, grouped by source family, and tied to claim gates. Large counts are corpus-engineering facts. Legal and standards claims stay candidate until exact clause, version, and section anchors support them. Patent and PQC records show implementation signals. Public registers are schema analogues. Publication, repository deposit, licensing, disclosure, and venue decisions remain author-owned steps outside this portal.