Deterministic Traceability
Reconstruct the exact internal path of a token from prompt to output. No more guessing why the model behaved a certain way.
Causal Accountability
Powered by the Neural Symbolic Potential (NSP) observer on Riemannian Manifold, identify the specific input fragments that mathematically support every model claim.
Cryptographic Proof
Every inference and human review is recorded in a tamper-proof HMAC-SHA256 hash chain—a "Blockchain of Auditing."
EU AI Act (Regulation 2024/1689)
Mapping technical Geodesia capabilities to the requirements for High-Risk and General-Purpose AI (GPAI).
Technical Documentation
Providers must draw up detailed technical documentation demonstrating compliance before placing systems on the market.
Record-Keeping (Logging)
Mandatory automatic recording of events (logs) over the system's lifetime to ensure traceability relevant to identifying risks.
Transparency to Deployers
Systems must ensure operation is transparent enough to enable deployers to interpret outputs and accompagnied by clear instructions.
Solution: The Transparency Manual Generator creates high-quality Deployer Transparency Manuals disclosing active thresholds and behavioral limitations. Official Article 13 LinkHuman Oversight
Design must allow effective oversight by natural persons to prevent risks and mitigate automation bias.
Transparency for Generative AI
AI-generated content must be marked in a machine-readable format and detectable as such.
Solution: The Latent Content Watermarking service provides Manifest Disclosure (visible multi-language labels) and Latent Disclosure (cryptographic HMAC-SHA256). Official Article 50 LinkRight to Explanation
Affected persons have the right to receive a clear and meaningful explanation for high-risk decisions.
Solution: The Explanation Export Module uses causal attribution to identify the exact "support-token evidence" for the specific AI output. Official Article 86 LinkAdditional EU AI Act Coverage
Multi-Jurisdictional Alignment
Anthropocentric Governance
Geodesia enforces Level-3 review notifications to the ACN within the mandated 72-hour window, ensuring the AI remains a recommender and human oversight is recorded in our deterministic ledger.
AI Transparency & Control
Our Security Kill-Switch Protocol ensures sub-72h compliance with state-wide suspension mandates. Public watermark verification is fully enabled via the secure Verification Endpoint.
Harm Mitigation Reporting
Mapping safety scores to specific psychological and economic harm categories, while auto-generating plain-language manuals for public accessibility.
The Right to Contest
Tracking contested decisions through our oversight module, providing a legally clear path for human intervention in automated decision-making.
Civil Liability & Rights
Aligning with the Brazilian AI Framework by categorizing models into risk tiers and ensuring that users' rights to non-discrimination are technically enforced.
Generative AI Security
Supporting technical requirements for generative AI service security, including specific content filtering and mandatory provenance record-keeping.
Technical Standard Mapping
ISO/IEC 42001 (AIMS)
Geodesia automates Control A.10 (System Evaluation). Our Audit Pack serves as primary evidence for Clause 8 (Operation) and Clause 9 (Performance Evaluation).
NIST AI RMF 1.0
- GOVERN: Automated via oversight chains.
- MAP: Automated via Deployer Config.
- MEASURE: Real-time hallucination/safety scores.
- MANAGE: Proactive kill-switch activation.
NIS2 Directive
Ensuring supply chain security of AI assets and mandatory incident reporting (72h) via automated ACN alerts.
MiFID II
Record-keeping for financial advisory agents, ensuring full traceability of automated advisory data points.
HIPAA
Protecting PHI through localized runtime deployment and strictly enforced sub-processor auditing.
From Inference to Audit Bundle
This pipeline is the operational implementation of our MuPAX-based Architecture.
Pre-Inference Governance
The system performs a "Pre-Flight Check": Querying the Kill-Switch status and verifying Provider Identity. If a regulatory suspension is active, the call is blocked within 100ms.
Evaluation & Manifold Observation
As the model generates, GLAD Manifold calculates raw logs for safety and hallucination. These aren't just scores; they are Compliance Signals recorded in real-time.
Post-Inference Enrichment
The Neural Symbolic Potential observer identifies causal parts of input, watermarks are injected, and the payload hash is chained to the append_only_log. Retention policies are applied automatically.
Oversight Escalation
If thresholds are breached, human review tasks are created. The system records natural persons involved and notifies the responsible officer for high-res review.
Audit Bundle Export
The compliance officer generates the Audit Pack: Annex IV documents, FRIA bundles, and a cryptographically signed JSON trail proving 100% compliance over time.
Auditeur's Glossary
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