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kanaria007/agi-structural-intelligence-protocols
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✅ New Article: Policy Load Balancer Title: 🧭 Policy Load Balancer: Risk Modes, Degradation, and Kill-Switches 🔗 https://huggingface.co/blog/kanaria007/policy-load-balancer --- Summary: Even if you already have *Jumps* (atomic moves), *RML* (effect glue), *EVAL* (experiments), and *ETH* (hard constraints), a real system still needs one practical answer: *What operational mode is the system allowed to run in *right now*—for whom, and under which governance?* This article introduces the *Policy Load Balancer (PoLB)*: a first-class “mode selector” that turns risk signals + ETH/EVAL/ID context into an *active mode descriptor* (risk band, mode name, allowed jump types, allowed RML levels, experiments on/off, engine whitelist), plus *degradation* and *kill-switch* rules. > PoLB is the goal surface for *how allowed* the system is to act. --- Why It Matters: • Replaces scattered feature flags with *structured, auditable modes* (and traceable transitions) • Ensures *nothing effectful runs raw*—every real-world action passes PoLB + RML gates • Makes incident handling safer: *pre-declared degradation patterns* (experiment-first shutdown, controller simplification, under-observation downgrade) • Adds real governance: *kill-switch contracts* (who can stop what, how fast, with multi-party auth + full audit) --- What’s Inside: • A mode taxonomy: *OFFLINE / SHADOW / ONLINE_SAFE / ONLINE_EXPERIMENTAL / EMERGENCY*, mapped to SI-Core’s coarse envelope (`sandbox|shadow|online|degraded`) • Example mode catalog (e.g., `OFFLINE_SANDBOX`, `SHADOW_PROD`, `ONLINE_SAFE_BASELINE`, `ONLINE_EXPERIMENTAL_STRATIFIED`, `EMERGENCY_FAILSAFE`) • Transition policies driven by telemetry/alarms/ETH incidents, plus *degrade orders* (risk vs capacity shedding) • Export-friendly policy conventions • Kill-switch contract + implementation sketch, and how PoLB interlocks with *OBS / ID / ETH / EVAL / MEM* --- 📖 Structured Intelligence Engineering Series
published an article 1 day ago
Policy Load Balancer: Risk Modes, Degradation, and Kill-Switches
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