Article 5(1)(a): Prohibited Manipulative & Subliminal Loops

Statutory Framework: EU AI Act Article 5(1)(a) (Recitals 27, 28, 29 & Annex III)
Rule ID: RULE-EU-001 | Severity: PROGRAMMATIC BLOCKER
Mitigation Action: BLOCK_COGNITIVE_MANIPULATION

1. Statutory Mandate & Legal Boundary

"Intercepts and blocks neuro-symbolic execution loops designed to deploy subliminal techniques or exploit human vulnerabilities."

2. Technical Invariant & AST Engine Matcher

[POLICIES.RULE-EU-001]
rule_id = "RULE-EU-001"
statute = "EU AI Act Article 5(1)(a) (Recitals 27, 28, 29 & Annex III)"
severity = "BLOCKER"
action = "BLOCK_COGNITIVE_MANIPULATION"

[ENFORCEMENT]
fail_closed = true
audit_trail = "Ed25519_DAC"
latency_max_us = 800

3. Production Python / Rust Integration

from anchor import AnchorGuard

@AnchorGuard.guard(policy="RULE-EU-001")
def process_machine_payload(payload: dict):
    # Evaluated in <0.8ms against RULE-EU-001 AST query bounds
    return compliance_engine.enforce(payload)