Ternary Moral Logic
An advanced framework for building auditable, accountable, and safe AI systems. TML ensures that autonomous decisions align with established ethical and legal standards without compromising real-time performance.
The Sacred Pause: Ethical AI Deliberation
At its core, Ternary Moral Logic is a philosophical proposition translated into a computational structure. It posits that for an AI to engage with human morality safely and effectively, it must possess a richer logical vocabulary than simple affirmation and negation. The framework introduces a tripartite model that mirrors the human capacity for confidence, resistance, and—most critically—deliberation.
Interview Duration: 5 minutes 03 seconds
TML's most significant innovation is its shift from prescribing moral content to defining a moral procedure. By introducing the "Sacred Pause," it equips AI systems with a formal mechanism to recognize the limits of their own programming when faced with ambiguity, normative conflict, or novelty, thereby fostering a safer and more collaborative human-AI partnership.Back to Repository
The TML Decision & Accountability Flow
TML operates on a concurrent-path model. Click each step to understand how it ensures safety and documents accountability simultaneously.
Action Input
A proposed operation enters the system.
TML Analysis
Checked against 'Sacred Zero' triggers.
Safe-Branch Split
If triggered, the process forks into two paths.
Safe-Branch Action
A pre-defined safe operation is executed instantly.
Sacred Pause
Logs the event and notifies humans for review.
The Anatomy of a TML Trigger
TML triggers are not subjective developer choices. They are auditable rules derived from concrete sources, ensuring ethical guardrails are objective and transparent.
Trigger Sources
The chart shows the typical composition of a TML ruleset. The majority of triggers are directly anchored in globally recognized legal and human rights documents, providing a firm, auditable foundation for AI ethics.
Example Source Documents:
- Universal Declaration of Human Rights
- Geneva Conventions
- International Covenant on Civil and Political Rights
- Key Environmental Treaties (e.g., Paris Agreement)
Governance: The Hybrid Shield Model
TML prevents unauthorized or unethical modification of its rules through a multi-layered governance model that combines human oversight with cryptographic verification.
Proposed Change
A change to a trigger rule is formally proposed.
Custodian Quorum
A board of independent, diverse human custodians reviews the proposed change for ethical and legal compliance.
Multi-Sig Approval
If approved, multiple custodians must cryptographically sign the change. No single entity can push an update.
Public Ledger Update
The new, signed rule generates a new hash on a public ledger, creating a permanent, auditable record of the change.
Accountability via Moral Trace Logs
TML doesn't defer responsibility; it meticulously documents it. Every significant event creates an immutable, cryptographically-linked log entry, forming a complete chain of accountability.
// Example: Moral Trace Log Entry
timestamp: "2025-10-26T10:00:02Z"
event_id: "a7b3c9..."
system_id: "AV-42-Alpha"
event_type: "SACRED_ZERO_TRIGGERED"
details:
proposed_action: "Cross solid white line to overtake."
trigger_violated:
id: "TML-交通法-08B"
source_hash: "f4e2a..." (Ref: Traffic Law Art. 8)
executed_action: "SAFE_BRANCH: Maintain lane, reduce speed."
human_notification_status: "SENT_TO_QUORUM"
previous_hash: "e8a1d..."
current_hash: "b9c2f..."
This cryptographic evidence chain creates undeniable proof of the decision-making process for regulators, auditors, and stakeholders.