# Federated Nanokernel Swarm Doctrine Status: HOLD / architecture doctrine Authority: workbench resilience and orchestration model; not formal proof Related: - `docs/gcl/AdaptiveAngrySphinxCopyWriteRationale.md` - `docs/gcl/ThreeLayerBuilderJudgeWardenGate.md` - `docs/gcl/NanokernelCompressionOrchestrationUndici.md` - `docs/gcl/MOIMConcepts.md` - `docs/gcl/SovereignSurfaceRouterTelemetryIngestion.md` ## Purpose This document extends the nanokernel recovery doctrine into a federated swarm model. The key insight: ```text Hundreds, thousands, millions, or billions of nanokernels can orchestrate together when no single nanokernel is treated as universal authority. ``` A single nanokernel compromise is severe, but recoverable when the swarm uses compartmentalization, receipts, quorum, Warden gates, clean recovery anchors, and per-kernel trace output. ## Core doctrine ```text Nanokernels are route shards, not gods. ``` Each nanokernel may construct, route, compress, cache, dispatch, or witness a local piece of the manifold. No nanokernel may unilaterally authorize: ```text proof safety inheritance global memory Warden permission Judge validity ENE truth swarm consensus ``` ## Traceability doctrine Every nanokernel writes out what it is doing. That is what makes the swarm diagnosable. ```text nanokernel action -> local trace -> compressed receipt -> state hash -> route delta -> outcome marker ``` Because each nanokernel emits its own trace, the system can ask: ```text which nanokernel failed? which nanokernel survived? which route family produced the failure? which receipt chain remained clean? which shard should be quarantined? which shard can continue operating? ``` This is the survivorship property: ```text failure becomes attributable instead of ambient. survival becomes provable by receipt instead of assumed by uptime. ``` ## Failure/survivor split When a swarm event occurs, the stack separates failed, suspect, and surviving nanokernels. ```text swarm event -> collect local traces -> compare state hashes -> replay or sample receipts -> mark failed / suspect / survivor -> quarantine failed/suspect shards -> allow survivors only under Warden-reviewed continuation ``` Candidate status set: ```text survivor receipt chain intact, no anomalous route, allowed to continue suspect trace mismatch, missing receipt, policy ambiguity, or neighbor disagreement failed invalid state, bad receipt, boundary violation, or confirmed compromised route quarantined isolated from inheritance and execution until review/rebuild retired permanently removed or replaced after failure ``` ## Trace record schema ```ts type NanokernelTraceRecord = { trace_id: string; nk_id: string; regime_id: string; shard_scope: string; route_family: string; operation: | "build" | "judge_request" | "dispatch" | "compress" | "write_receipt" | "write_scar" | "quarantine" | "recover" | "heartbeat"; input_state_hash?: string; output_state_hash?: string; route_delta_hash?: string; receipt_ref?: string; parent_receipt_refs: string[]; timestamp_q16?: number; outcome: | "success" | "failed" | "held" | "refused" | "quarantined" | "suspect" | "survivor"; redaction_flags: string[]; }; ``` ## Survivorship receipt schema ```ts type NanokernelSurvivorshipReceipt = { event_id: string; route_family: string; failed_nanokernels: string[]; suspect_nanokernels: string[]; survivor_nanokernels: string[]; quarantined_shards: string[]; clean_receipt_roots: string[]; replay_required: boolean; warden_decision_ref: string; adaptive_sphinx_ref?: string; continuation_allowed: boolean; }; ``` ## Scale claim Allowed claim: ```text The architecture can model many nanokernels orchestrating together because each nanokernel is a bounded route actor whose output must pass Builder/Judge/Warden/Adaptive AngrySphinx gates before it becomes durable inheritance. ``` Blocked claim: ```text A large swarm proves truth. A majority of nanokernels proves safety. More nanokernels automatically means more correctness. Nanokernel swarm consensus can bypass receipts. ``` ## Swarm unit A nanokernel unit is a bounded finite actor: ```ts type NanokernelUnit = { nk_id: string; regime_id: string; shard_scope: string; route_family: string; allowed_capabilities: string[]; active_state_hash: string; last_receipt_ref?: string; trust_state: | "clean" | "suspect" | "scarred" | "quarantined" | "retired"; }; ``` The swarm is a set of such units: ```text NK = { nk_1, nk_2, ..., nk_N } ``` where `N` may be small or extremely large. ## Orchestration surface ```text incoming signal -> shard assignment -> nanokernel local route -> local trace record -> local compressed receipt -> Judge replay / validation -> Warden boundary decision -> Adaptive AngrySphinx pattern check -> ENE inheritance or quarantine ``` At scale: ```text many signals -> many shards -> many nanokernels -> many local traces -> many local receipts -> quorum / cross-check / replay -> bounded inheritance ``` ## Why this scales The system does not require every nanokernel to trust every other nanokernel. It requires each nanokernel to emit finite, checkable artifacts: ```text route decision state hash route delta compressed receipt trace record scar if failure receipt pointer capability declaration regime declaration ``` These artifacts can be sampled, replayed, compared, quarantined, or rejected. ## Trust rule ```text Trust the receipt chain, not the nanokernel's self-description. ``` A nanokernel may say: ```text I routed this. I compressed this. I saw this. I built this. ``` But the swarm only inherits if independent gates accept the output: ```text Builder constructible Judge valid Warden allowed Adaptive AngrySphinx not escalating receipt chain intact trace is consistent ``` ## Quorum modes Different route classes may require different quorum modes. ```text single_witness one nanokernel may emit a local low-risk receipt multi_witness several nanokernels must agree on a state hash or route class diverse_witness nanokernels from different regimes/backends must agree judge_replay independent Judge replay must reproduce or validate the route warden_quorum multiple Warden policies must allow execution or inheritance manual_review human/reviewed receipt required before promotion ``` Candidate schema: ```ts type NanokernelQuorumPolicy = { policy_id: string; route_family: string; quorum_mode: | "single_witness" | "multi_witness" | "diverse_witness" | "judge_replay" | "warden_quorum" | "manual_review"; minimum_witnesses: number; diversity_required: boolean; independent_replay_required: boolean; warden_veto_enabled: boolean; adaptive_sphinx_escalation_enabled: boolean; }; ``` ## Compromise containment at swarm scale If one nanokernel is compromised: ```text nk_i compromised -> mark nk_i suspect -> freeze nk_i inheritance -> distrust recent nk_i receipts -> replay nk_i outputs through Judge -> compare against neighbor/witness receipts -> Warden blocks execution until recovery -> Adaptive AngrySphinx scars route family if pattern repeats ``` If many nanokernels are compromised: ```text cluster compromise suspected -> quarantine cluster -> lower route priority -> require diverse witness -> restore from clean snapshots -> rebuild affected nanokernels -> preserve unaffected shards ``` If swarm-wide compromise is suspected: ```text swarm compromise suspected -> stop inheritance -> freeze live dispatch -> force snapshot-only or mock-only mode -> rebuild trust from external reviewed receipts -> resume only after Warden review ``` ## Local failure versus global collapse Desired: ```text one nanokernel fails -> one shard becomes suspect -> receipts are replayed -> neighbors remain bounded -> survivors continue in degraded mode ``` Prohibited: ```text one nanokernel fails -> its output becomes global truth -> all other nanokernels inherit false state -> ENE stores contamination -> future routes treat compromise as precedent ``` ## Swarm inheritance rule No swarm result becomes durable memory without an inheritance receipt. ```text swarm output -> compressed receipt set -> trace set -> quorum / replay / gate status -> Warden authorization -> ENE inheritance or quarantine ``` Candidate schema: ```ts type SwarmInheritanceReceipt = { swarm_receipt_id: string; route_family: string; participating_nanokernels: string[]; witness_count: number; quorum_policy_ref: string; judge_replay_ref?: string; warden_decision_ref: string; adaptive_sphinx_ref?: string; trace_root_hash: string; output_state_hash: string; inherited: boolean; quarantine_reason?: string; }; ``` ## Relationship to compression Compression is what makes swarm operation tractable. Each nanokernel does not need to transmit its entire state. It emits: ```text state hash route delta receipt delta trace delta scar delta mass/cost scalar capability bitfield ``` This allows many nanokernels to coordinate without requiring global full-state synchronization. ```text many local deltas -> compressed receipt surface -> sparse replay -> selective quarantine -> bounded recovery ``` ## Relationship to MOIM MOIM routes behavior. The nanokernel swarm executes bounded route phenotypes. ```text MOIM decides behavior class. Swarm assigns route shards. Nanokernels emit local route traces and receipts. Judge/Warden/AngrySphinx decide inheritance. ``` MOIM must not treat swarm consensus as truth without receipts. ## Relationship to ENE ENE stores durable artifact memory. The nanokernel swarm must not write to ENE as raw authority. ```text nanokernel swarm output -> trace set -> receipt set -> gate pass -> ENE inheritance ``` If a swarm cluster is suspect: ```text ENE marks affected artifacts as suspect prevents inheritance requires replay or clean snapshot restore ``` ## Relationship to Adaptive AngrySphinx Adaptive AngrySphinx becomes more important as the swarm scales. At small scale, it watches individual route patterns. At large scale, it watches swarm-level patterns: ```text many nanokernels repeating same missing receipt many shards escalating same ambiguity retry storms receipt storms trace storms synchronized overclaim mock-as-live propagation snapshot-as-current propagation cluster-level policy bypass ``` It emits finite protective states: ```text scar route family throttle shard class quarantine cluster force diverse witness force snapshot-only force manual review refuse inheritance ``` ## Swarm overload prevention Large swarms can fail by overload even without compromise. ```text too many nanokernels -> too many traces -> too many receipts -> too many retries -> too many scars -> too much telemetry -> global resource drain ``` Therefore, every swarm operation needs budgets: ```text max witnesses max retries max receipt size max trace size max telemetry fanout max inheritance rate max shard escalation depth ``` Candidate schema: ```ts type SwarmBudget = { max_active_nanokernels: number; max_witnesses_per_route: number; max_retry_count: number; max_receipt_bytes: number; max_trace_bytes: number; max_telemetry_fanout: number; max_inheritance_rate_q16: number; overload_action: | "throttle" | "snapshot_only" | "mock_only" | "quarantine" | "refuse"; }; ``` ## Recovery modes ```text recover_one rebuild one nanokernel from clean image and replay its receipts recover_cluster quarantine shard cluster, require diverse witness, restore from clean snapshot recover_swarm stop inheritance, freeze live dispatch, rebuild trust from external reviewed receipts recover_route_family scar route family, lower priority, require stronger quorum on future attempts ``` ## Operating examples ### Many small route kernels ```text 1,000 nanokernels route local compression deltas -> each emits state hash + trace delta + receipt delta -> Judge samples/replays subset -> Warden allows only receipt-backed inheritance -> ENE stores compressed swarm receipt ``` ### Suspect nanokernel ```text nk_481 emits anomalous route -> Warden freezes nk_481 inheritance -> Judge replays recent outputs -> neighbors compare witness hashes -> Adaptive AngrySphinx scars nk_481 route family -> swarm continues degraded ``` ### Billion-scale route swarm ```text billions of nanokernels -> no full global trust -> shard-local traces -> shard-local receipts -> sparse quorum -> probabilistic audit sampling -> Warden veto for unsafe inheritance -> Adaptive AngrySphinx throttles suspicious route families ``` This is a workbench model, not a deployment claim. ## Allowed claims ```text The architecture supports modeling many nanokernels orchestrating together as bounded route shards. At large scale, correctness must come from traces, receipts, replay, quorum policy, Warden boundaries, and recoverable compartmentalization, not from trusting any individual nanokernel. Because nanokernels write local trace records, the system can identify which nanokernel failed, which survived, and which receipt chain remains clean. ``` ## Blocked claims ```text A swarm of nanokernels proves truth. A nanokernel majority proves safety. More nanokernels automatically improves correctness. Swarm consensus can bypass Judge/Warden. A billion nanokernels can run without budgets. Nanokernel traces can contain secrets. Trace existence alone proves correctness. Nanokernel swarm architecture eliminates compromise. ``` ## Operating sentence ```text The nanokernel swarm doctrine treats each nanokernel as a bounded route shard: many such shards may orchestrate together at arbitrary scale, but only local traces, compressed receipts, quorum/replay, Warden authorization, Adaptive AngrySphinx escalation, and clean recovery anchors allow swarm output to become durable inheritance while preserving the ability to identify failed and surviving shards. ```