RFC-031: Universal Humanity AI Governance — The Capstone Unification — 7. SDK Integration

AIGP Specification › RFC-031: Universal Humanity AI Governance — The Capstone Unification › 7. SDK Integration

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7. SDK Integration

7.1 declareUniversalContext()

The SDK provides a single entry point for activating universal governance:

from dataclasses import dataclass, field
from typing import List, Optional, Dict
from datetime import datetime
from enum import Enum


class SafetyTier(Enum):
    LOW = "LOW"
    MEDIUM = "MEDIUM"
    HIGH = "HIGH"
    CRITICAL = "CRITICAL"


class GovernancePrinciple(Enum):
    HUMAN_AUTHORITY = "HUMAN_AUTHORITY"
    ACCOUNTABILITY = "ACCOUNTABILITY"
    NON_DISCRIMINATION = "NON_DISCRIMINATION"
    TRANSPARENCY = "TRANSPARENCY"
    PROPORTIONALITY = "PROPORTIONALITY"
    PRECAUTIONARY = "PRECAUTIONARY"
    CULTURAL_SOVEREIGNTY = "CULTURAL_SOVEREIGNTY"
    COMMUNITY_BENEFIT = "COMMUNITY_BENEFIT"
    INNOVATION_ENABLEMENT = "INNOVATION_ENABLEMENT"
    GOVERNANCE_AS_CONTROL_SYSTEM = "GOVERNANCE_AS_CONTROL_SYSTEM"


class JurisdictionalFramework(Enum):
    IHL = "IHL"
    EU_AI_ACT = "EU_AI_ACT"
    AU_CONTINENTAL_STRATEGY = "AU_CONTINENTAL_STRATEGY"
    JAPAN_AI_PROMOTION_ACT = "JAPAN_AI_PROMOTION_ACT"
    UNIVERSAL_DEFAULTS = "UNIVERSAL_DEFAULTS"


@dataclass
class ReinforcementLoopConfig:
    enabled: bool = True
    feedback_interval: str = "CONTINUOUS"
    drift_detection: bool = True
    outcome_tracking: bool = True


@dataclass
class UniversalContext:
    active: bool = True
    version: str = "1.0"
    framework: str = "UNIVERSAL_HUMANITY_AI_GOVERNANCE"
    principles_active: List[GovernancePrinciple] = field(
        default_factory=lambda: list(GovernancePrinciple)
    )
    governance_model: str = "DUAL_GOVERNANCE_REINFORCEMENT"
    evaluation_order: List[JurisdictionalFramework] = field(
        default_factory=lambda: list(JurisdictionalFramework)
    )
    jurisdictional_contexts: Dict[str, bool] = field(
        default_factory=lambda: {
            "ihl_context": False,
            "eu_context": False,
            "african_context": False,
            "japanese_context": False,
        }
    )
    safety_tiers: List[SafetyTier] = field(
        default_factory=lambda: list(SafetyTier)
    )
    reinforcement_loop: ReinforcementLoopConfig = field(
        default_factory=ReinforcementLoopConfig
    )
    declaration_date: Optional[datetime] = None
    declared_by: str = "SYSTEM_OPERATOR"

    def activate_jurisdiction(self, jurisdiction: str) -> None:
        """Activate a jurisdictional context overlay."""
        if jurisdiction in self.jurisdictional_contexts:
            self.jurisdictional_contexts[jurisdiction] = True
        else:
            raise ValueError(f"Unknown jurisdiction: {jurisdiction}")

    def resolve_precedence(self, dimension: str) -> JurisdictionalFramework:
        """Resolve which framework takes precedence for a given dimension."""
        for framework in self.evaluation_order:
            ctx_key = self._framework_to_context(framework)
            if ctx_key and self.jurisdictional_contexts.get(ctx_key, False):
                return framework
        return JurisdictionalFramework.UNIVERSAL_DEFAULTS

    def _framework_to_context(self, fw: JurisdictionalFramework) -> Optional[str]:
        mapping = {
            JurisdictionalFramework.IHL: "ihl_context",
            JurisdictionalFramework.EU_AI_ACT: "eu_context",
            JurisdictionalFramework.AU_CONTINENTAL_STRATEGY: "african_context",
            JurisdictionalFramework.JAPAN_AI_PROMOTION_ACT: "japanese_context",
        }
        return mapping.get(fw)


def declareUniversalContext(
    declared_by: str = "SYSTEM_OPERATOR",
    jurisdictions: Optional[List[str]] = None,
) -> UniversalContext:
    """
    Declare universal governance context for an AIGP-compliant system.

    This is the entry point for activating the Universal Humanity AI
    Governance framework. All AIGP systems MUST call this at initialization.

    Args:
        declared_by: Identity of the system operator declaring context
        jurisdictions: Optional list of jurisdictional contexts to activate

    Returns:
        UniversalContext: The active governance context

    Example:
        >>> ctx = declareUniversalContext(
        ...     declared_by="acme_corp_ai_team",
        ...     jurisdictions=["eu_context", "japanese_context"]
        ... )
        >>> ctx.resolve_precedence("transparency")
        <JurisdictionalFramework.EU_AI_ACT>
    """
    ctx = UniversalContext(
        declaration_date=datetime.utcnow(),
        declared_by=declared_by,
    )
    if jurisdictions:
        for j in jurisdictions:
            ctx.activate_jurisdiction(j)
    return ctx

7.2 Usage Example

# Initialize universal governance at system startup
context = declareUniversalContext(
    declared_by="multinational_corp_ai_ops",
    jurisdictions=["eu_context", "african_context"]
)

# Check which framework governs transparency in this configuration
precedence = context.resolve_precedence("transparency")
# → EU_AI_ACT (highest active precedence for transparency)

# Verify reinforcement loop is operational
assert context.reinforcement_loop.enabled is True
assert context.reinforcement_loop.drift_detection is True

# All 10 principles are active by default
assert len(context.principles_active) == 10

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