Article 5(1)(a): Prohibited Manipulative & Subliminal Loops
Intercepts and blocks neuro-symbolic execution loops designed to deploy subliminal techniques or exploit human vulnerabilities.
BLOCK_COGNITIVE_MANIPULATIONView Full Rule Spec βThe compiled `.anchor` policy matrix translating EU AI Act Articles 5β99, SEC Rules 15c3-5/Reg SCI, OWASP LLM Top 10, and RBI Model Risk guidelines into machine-enforced AST invariants.
Intercepts and blocks neuro-symbolic execution loops designed to deploy subliminal techniques or exploit human vulnerabilities.
BLOCK_COGNITIVE_MANIPULATIONView Full Rule Spec βBlocks unauthorized compilation of facial recognition databases via un-targeted web scraping or CCTV footage extraction.
BLOCK_FACIAL_SCRAPINGView Full Rule Spec βBans systematic evaluation or classification of natural persons based on social behavior leading to detrimental or unfavorable treatment.
BLOCK_SOCIAL_SCORINGView Full Rule Spec βClassifies AI systems intended for critical infrastructure, biometric identification, employment, or credit scoring as high-risk subject to strict ex-ante compliance.
CLASSIFY_HIGH_RISKView Full Rule Spec βIntercepts AI modules serving as safety components in products subject to third-party conformity assessment under Union harmonisation legislation.
SAFETY_COMPONENT_INTERCEPTView Full Rule Spec βMandates that high-risk AI systems shall comply with all Section 2 requirements (Articles 9 through 15) taking into account intended purpose and state-of-the-art.
VERIFY_EX_ANTE_REQUIREMENTSView Full Rule Spec βEstablishes a continuous, iterative risk management system running through the entire lifecycle of high-risk AI systems to eliminate or mitigate known risks.
FAILSAFE_RISK_MITIGATIONView Full Rule Spec βMandates strict data governance practices for high-risk AI training, validation, and testing datasets, ensuring data completeness and bias prevention.
BIAS_GATE_HALTView Full Rule Spec βRequires technical documentation to be drawn up before a high-risk AI system is placed on the market and kept up-to-date.
ENFORCE_SPEC_LOCKView Full Rule Spec βMandates high-risk AI systems to include logging capabilities ensuring traceability of system operation throughout its lifecycle.
SEAL_COMPLIANCE_LOGView Full Rule Spec βForces 2-person verification metadata arrays and automatic start/end timestamp logging on remote biometric identification calls.
BIOMETRIC_DUAL_VERIFY_LOGView Full Rule Spec βRequires high-risk AI systems to be designed in such a way as to ensure that their operation is sufficiently transparent to enable deployers to interpret output.
EMBED_SYSTEM_CARDView Full Rule Spec βEnforces continuous human oversight interfaces allowing human operators to override, interrupt, or halt high-risk AI system execution at any microsecond.
HUMAN_OVERRIDE_MANDATEView Full Rule Spec βRequires high-risk AI systems to be resilient against prompt injection, data poisoning, and model evasion attacks throughout their lifecycle.
HARDEN_WASM_SANDBOXView Full Rule Spec βPrevents un-vetted agent outputs or synthetic generation streams from routing directly back into training or weight-update arrays without intermediate validation.
BLOCK_UNVETTED_FEEDBACK_LOOPView Full Rule Spec βMandates providers to establish quality management systems, draw up technical documentation, and ensure conformity before CE marking.
ENFORCE_PROVIDER_CE_MARKView Full Rule Spec βRequires providers to maintain a documented quality management system covering design controls, testing, and post-market surveillance.
QUALITY_SYSTEM_VERIFYView Full Rule Spec βRequires providers to retain automatically generated logs for at least 6 months under sovereign tamper-evident storage.
RETENTION_STORE_MANDATEView Full Rule Spec βRequires deployers to operate systems strictly per instructions, assign human oversight, and monitor input data relevance.
DEPLOYER_OPERATIONAL_GATEView Full Rule Spec βVerifies input payload metadata matrix matches Annex IV declared distribution before allowing execution to proceed.
VERIFY_DATA_REPRESENTATIVENESSView Full Rule Spec βVerifies worker representative notification flag is legally cleared before firing employee evaluation or HR tracking agent scripts.
CHECK_WORKER_DISCLOSURE_TOKENView Full Rule Spec βMandates deployers of high-risk AI in public or financial services to conduct a Fundamental Rights Impact Assessment prior to deployment.
FRIA_ASSESSMENT_HALTView Full Rule Spec βMandates machine-readable digital watermarking and provenance headers on all AI-generated text, audio, and image outputs.
INJECT_DIGITAL_WATERMARKView Full Rule Spec βBlocks network egress of generated image or audio assets unless a machine-readable C2PA metadata watermark signature is attached.
ENFORCE_C2PA_WATERMARKView Full Rule Spec βMonitors streaming text outputs; requires an ai_disclosure_tag or human_reviewer_token before allowing public distribution egress.
ENFORCE_TEXT_DISCLOSURE_TAGView Full Rule Spec βEstablishes technical documentation, copyright policy compliance, and training data summaries for General-Purpose AI models.
GPAI_POLICY_GATEView Full Rule Spec βImposes model evaluation, adversarial testing, systemic risk assessment, and incident tracking on high-impact GPAI models.
SYSTEMIC_RISK_SHUTDOWNView Full Rule Spec βRequires providers to establish a proactive post-market monitoring system to evaluate real-world system performance and safety.
POST_MARKET_MONITOR_LOGView Full Rule Spec βEnforces zero-compliance-leakage runtime bounds to eliminate exposure to Article 99 turnover fines up to β¬35,000,000 or 7% of global turnover.
ZERO_LEAKAGE_CONTAINMENTView Full Rule Spec βIntercepts unbounded execution loops or unthrottled API call streams within trading pipelines to protect system capacity boundaries from runaway failures.
LOOP_CIRCUIT_BREAKERView Full Rule Spec βEnforces mandatory pre-trade credit verification and financial exposure limits, programmatically halting un-gated automated order routing scripts.
LOCKFREE_CAPITAL_ALLOCATORView Full Rule Spec βProhibits predictive optimization prompts or reward functions from deploying manipulative behavioral nudges that prioritize broker metrics over client value.
CONFLICT_MINIMIZER_GATEView Full Rule Spec βBlocks autonomous trading triggers that attempt to initiate market execution orders based entirely on unverified, raw social media web scraping gossip.
ANTI_FRAUD_VERIFICATIONView Full Rule Spec βIntercepts and halts outbound agent network streams or log telemetry attempting to export cluster topology configurations or cloud access keys.
INCIDENT_EXFILTRATION_SHIELDView Full Rule Spec βEnforces immutable, Ed25519-signed cryptographic ledger archiving for all model prompts and trading choices to pass statutory inspection baselines.
TAMPER_EVIDENT_JOURNALView Full Rule Spec βIntercepts direct user prompt overrides and indirect RAG retrieval payload poisoning before model context window assembly.
SANCTIFY_INPUT_STREAMView Full Rule Spec β