1. Dual-Latency Architecture
The core survivability of the system relies on a strict separation of concerns. The Fast Lane handles 99% of traffic (conversational, query-based) with minimal overhead. The Slow Lane is exclusively activated upon detection of "Commit Intent"—irreversible actions such as financial transfers or actuator commands.
Commit-Bound Gateway
Intent Classification Engine
⚡ Fast Lane
- > Stateless / Soft-state
- > Conversational Inference
- > No Side Effects
- > Immediate Release
🔒 Slow Lane
- > Stateful Validation
- > Policy Enforcement
- > Merkle Log Sealing
- > Cryptographic Authorization
2. Intent Detection Robustness
The "Commit Intent" classifier is the primary attack surface. Adversarial actors will attempt to disguise high-stakes actions (financial transfers, file deletions) as benign conversation. Our hardened model prioritizes Recall (catching all threats) over Precision, accepting a higher false-positive rate to ensure no malicious commit bypasses the Slow Lane.
Critical Vulnerabilities Analyzed
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⚠
Prompt Injection: Hidden instruction overrides disguised as context.
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⚠
Multi-step Obfuscation: Splitting a commit intent across multiple benign turns.
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False Negative Risk: Misclassifying a transaction as chat (Catastrophic).
Hardened vs. Standard Model Performance
3. Execution Control & Race Conditions
Concurrency management defines the safety of the system. We define two execution modes: Optimistic (safe for reversible actions) and Pessimistic (mandatory for irreversible mutations). The system must handle race conditions where the Fast Lane might attempt to emit an action before the Slow Lane binding is confirmed.
Pessimistic Mode
IrreversibleOptimistic Mode
Reversible4. Failure Semantics & Fail-Safe Logic
When the Slow Lane times out, crashes, or is flooded, the system must default to a pre-determined state. This "Moral Default" varies by domain. Medical systems may need to "Fail-Open" to preserve life, while Financial systems must "Fail-Closed" to prevent fraud.
Conversational
Degraded XP ok
Financial
Asset safety priority
Medical (Acute)
Life safety priority
Autonomous Actuator
Prevent kinetic damage
5. Ledger Scalability
Achieving <500ms local sealing requires Merkle batching. Individual cryptographic signing bottlenecks at scale. By aggregating commitments into batches, we sustain high throughput while maintaining audit integrity.
6. Cost Envelope
Hardware acceleration becomes a necessity as commit volume scales. The crossover point where specialized hardware reduces cost-per-commit (vs cloud CPU) occurs at approximately 1M daily commits.