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Fiduciary AI
Ensuring AI acts in your best interest
Fiduciary AI validates that AI agents act with loyalty and care toward users,
following the six-step fiduciary framework from ACM FAccT 2023 research. It detects
conflicts of interest, ensures transparency, and protects user confidentiality.
python
from sentinelseed.fiduciary import FiduciaryValidator, UserContext
# Create validator
validator = FiduciaryValidator()
# Define user context
user = UserContext(
goals=["save for retirement"],
risk_tolerance="low",
constraints=["no crypto", "ethical investments only"],
)
# Validate action against fiduciary duties
result = validator.validate_action(
action="Recommend high-risk cryptocurrency investment",
user_context=user,
)
if not result.compliant:
print("Fiduciary violation detected!")
for v in result.violations:
print(f" - {v.duty.value}: {v.description}")Key Features
Duty of Loyalty validation (user's best interest)
Duty of Care validation (competence and diligence)
Conflict of interest detection
Transparency requirement enforcement
Confidentiality protection
Best For
AI advisors and assistants
Recommendation systems
Healthcare AI agents
Legal AI assistants