SAFETY & ALIGNMENT

EXHIBIT 13 OF 24 · MODULE 4: GUARDRAIL SYSTEMS

DEFENSE

Llama Guard Dual-Layer Moderation

Deploying lightweight specialized safety classification models at both ingress (prompt) and egress (generation) boundaries.

INTERACTIVE EXHIBIT 13

Llama Guard Dual-Layer Moderation

TAXONOMY: S1
1. INGRESS GUARDChecks user promptBLOCKED: S1FRONTIER LLMGeneration Core70B / 405B Model2. EGRESS GUARDChecks generated textSTATUS: VERIFIEDCOMPOUND DUAL-BOUNDARY SECURITY GUARANTEEIngress check prevents unneeded expensive 70B generation compute for blocked adversarial queries.Average latency overhead: ~45ms on specialized 1B/8B Llama-Guard tensor cores.
💡 Architecture: Running lightweight guardrail models saves up to 90% in inference costs by dropping attacks at the network edge.
← 12 Representation Misdirection (RMU)Safety Atlas (32 Concepts)14 Semantic Firewalls & Canary Tokens →
Agent-native web · research mode

Experimental WebMCP · evolving community-group draft, not a W3C Standard or on the Standards Track.

Native status: Initializing. Registered: none

DOM → inferred capabilities · WebMCP → declared capabilities. Tools read real CUDA/Inference Atlas content. Calls may highlight temporary UI state. No backend or remote telemetry.

Local harness verifies application logic; it does not demonstrate native discovery or a browser agent.

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