# Hanzo Papers Index

Auto-generated catalogue of research papers. Regenerate: `scripts/gen-index.sh` (or `make index`).

| Paper | Path |
|-------|------|
| `astle-reactive-sdk` | `astle-reactive-sdk/astle-reactive-sdk.tex` |
| `attestation` | `attestation/attestation.tex` |
| `clearing` | `clearing/clearing.tex` |
| `cloud-plugin-decomposition` | `cloud-plugin-decomposition/main.tex` |
| `cloud-unified-binary` | `cloud-unified-binary/main.tex` |
| `code-trajectory` | `code-trajectory/code-trajectory.tex` |
| `coinage` | `coinage/coinage.tex` |
| `cover-hanzo` | `cover-hanzo.tex` |
| `crowdstart-commerce` | `crowdstart-commerce/crowdstart-commerce.tex` |
| `custody` | `custody/custody.tex` |
| `hanzo-agentic-ai` | `defense/hanzo-agentic-ai.tex` |
| `hanzo-agentic-prowess` | `defense/hanzo-agentic-prowess.tex` |
| `hanzo-assured-networking` | `defense/hanzo-assured-networking.tex` |
| `hanzo-cloud-economics` | `defense/hanzo-cloud-economics.tex` |
| `hanzo-compendium` | `defense/hanzo-compendium.tex` |
| `hanzo-compliance` | `defense/hanzo-compliance.tex` |
| `hanzo-countermeasures` | `defense/hanzo-countermeasures.tex` |
| `hanzo-cross-domain` | `defense/hanzo-cross-domain.tex` |
| `hanzo-edge-ai-ml` | `defense/hanzo-edge-ai-ml.tex` |
| `hanzo-fhe-native` | `defense/hanzo-fhe-native.tex` |
| `hanzo-formal-verification` | `defense/hanzo-formal-verification.tex` |
| `hanzo-full-spectrum-cyber` | `defense/hanzo-full-spectrum-cyber.tex` |
| `hanzo-overview` | `defense/hanzo-overview.tex` |
| `hanzo-quantum-sensing-qkd` | `defense/hanzo-quantum-sensing-qkd.tex` |
| `hanzo-security` | `defense/hanzo-security.tex` |
| `hanzo-test-evaluation` | `defense/hanzo-test-evaluation.tex` |
| `hanzo-vs-claude` | `defense/hanzo-vs-claude.tex` |
| `hanzo-zap-protocol` | `defense/hanzo-zap-protocol.tex` |
| `earle-genetic-marketing` | `earle-genetic-marketing/earle-genetic-marketing.tex` |
| `equality` | `equality/equality.tex` |
| `evolutionary-schedule-search` | `evolutionary-schedule-search.tex` |
| `hanzo-4-0-launch` | `hanzo-4-0-launch/hanzo-4-0-launch.tex` |
| `hanzo-aci` | `hanzo-aci/hanzo-aci.tex` |
| `hanzo-adversarial-mean-field-feedback` | `hanzo-adversarial-mean-field-feedback.tex` |
| `hanzo-agent-grpo` | `hanzo-agent-grpo/hanzo-agent-grpo.tex` |
| `hanzo-agent-sdk` | `hanzo-agent-sdk/hanzo-agent-sdk.tex` |
| `hanzo-agi-platform` | `hanzo-agi-platform/hanzo-agi-platform.tex` |
| `hanzo-ai-chain` | `hanzo-ai-chain/hanzo-ai-chain.tex` |
| `hanzo-ai-cloud` | `hanzo-ai-cloud/hanzo-ai-cloud.tex` |
| `hanzo-ai-commerce` | `hanzo-ai-commerce/hanzo-ai-commerce.tex` |
| `hanzo-ai-safety` | `hanzo-ai-safety/hanzo-ai-safety.tex` |
| `hanzo-analytics-ml` | `hanzo-analytics-ml/hanzo-analytics-ml.tex` |
| `hanzo-api-gateway` | `hanzo-api-gateway/hanzo-api-gateway.tex` |
| `hanzo-aso` | `hanzo-aso/hanzo-aso.tex` |
| `hanzo-base-runtime` | `hanzo-base-runtime/hanzo-base-runtime.tex` |
| `hanzo-bitexact-oracle` | `hanzo-bitexact-oracle.tex` |
| `hanzo-blockchain-platform` | `hanzo-blockchain-platform/hanzo-blockchain-platform.tex` |
| `hanzo-candle` | `hanzo-candle/hanzo-candle.tex` |
| `hanzo-chat` | `hanzo-chat/hanzo-chat.tex` |
| `hanzo-checkout` | `hanzo-checkout/hanzo-checkout.tex` |
| `hanzo-cloud-infrastructure` | `hanzo-cloud-infrastructure/hanzo-cloud-infrastructure.tex` |
| `hanzo-cloud-network-bench` | `hanzo-cloud-network-bench.tex` |
| `hanzo-collapse-methodology` | `hanzo-collapse-methodology.tex` |
| `hanzo-commerce-payments` | `hanzo-commerce-payments.tex` |
| `hanzo-comptime-autotune` | `hanzo-comptime-autotune.tex` |
| `hanzo-consensus-ai` | `hanzo-consensus-ai/hanzo-consensus-ai.tex` |
| `hanzo-consensus-plugin-platform` | `hanzo-consensus-plugin-platform/main.tex` |
| `hanzo-consensus-zap-compute` | `hanzo-consensus-zap-compute.tex` |
| `hanzo-console-dashboard` | `hanzo-console-dashboard.tex` |
| `hanzo-context-engine` | `hanzo-context-engine.tex` |
| `hanzo-context-memory` | `hanzo-context-memory.tex` |
| `hanzo-continuous-learning-privacy` | `hanzo-continuous-learning-privacy.tex` |
| `hanzo-cross-backend-inference` | `hanzo-cross-backend-inference.tex` |
| `hanzo-crypto-commerce-2018` | `hanzo-crypto-commerce-2018/hanzo-crypto-commerce-2018.tex` |
| `hanzo-crypto-payments` | `hanzo-crypto-payments/hanzo-crypto-payments.tex` |
| `hanzo-datastore` | `hanzo-datastore/hanzo-datastore.tex` |
| `hanzo-deepseek-v4-dspark` | `hanzo-deepseek-v4-dspark.tex` |
| `hanzo-digital-securities-integration` | `hanzo-digital-securities-integration/hanzo-digital-securities-integration.tex` |
| `hanzo-distributed-decode-latency` | `hanzo-distributed-decode-latency.tex` |
| `hanzo-distributed-open-problems` | `hanzo-distributed-open-problems.tex` |
| `hanzo-dormant-agents` | `hanzo-dormant-agents/hanzo-dormant-agents.tex` |
| `hanzo-dso` | `hanzo-dso/hanzo-dso.tex` |
| `hanzo-edge-inference` | `hanzo-edge-inference.tex` |
| `hanzo-encryption-security` | `hanzo-encryption-security/hanzo-encryption-security.tex` |
| `hanzo-engine-ml` | `hanzo-engine-ml.tex` |
| `hanzo-engine` | `hanzo-engine/main.tex` |
| `hanzo-evolutionary-orchestration` | `hanzo-evolutionary-orchestration.tex` |
| `hanzo-exchange-architecture` | `hanzo-exchange-architecture/hanzo-exchange-architecture.tex` |
| `hanzo-federated-agents` | `hanzo-federated-agents/hanzo-federated-agents.tex` |
| `hanzo-fhe-inference` | `hanzo-fhe-inference/hanzo-fhe-inference.tex` |
| `hanzo-flow` | `hanzo-flow/hanzo-flow.tex` |
| `hanzo-formal-verification` | `hanzo-formal-verification/hanzo-formal-verification.tex` |
| `hanzo-fusion-is-composition` | `hanzo-fusion-is-composition.tex` |
| `hanzo-gateway-krakend` | `hanzo-gateway-krakend.tex` |
| `hanzo-generative-games` | `hanzo-generative-games.tex` |
| `hanzo-gpu-inference` | `hanzo-gpu-inference/hanzo-gpu-inference.tex` |
| `hanzo-harness-hacking` | `hanzo-harness-hacking/hanzo-harness-hacking.tex` |
| `hanzo-heterogeneous-distributed-inference` | `hanzo-heterogeneous-distributed-inference.tex` |
| `hanzo-hmm` | `hanzo-hmm/hanzo-hmm.tex` |
| `hanzo-iam-platform` | `hanzo-iam-platform.tex` |
| `hanzo-ico-infrastructure` | `hanzo-ico-infrastructure/hanzo-ico-infrastructure.tex` |
| `hanzo-identity-nft` | `hanzo-identity-nft/hanzo-identity-nft.tex` |
| `hanzo-inference-stack` | `hanzo-inference-stack.tex` |
| `hanzo-ingress-proxy` | `hanzo-ingress-proxy.tex` |
| `hanzo-insights-analytics` | `hanzo-insights-analytics.tex` |
| `hanzo-int8-mmq-negative-result` | `hanzo-int8-mmq-negative-result.tex` |
| `hanzo-intrinsic-islands` | `hanzo-intrinsic-islands.tex` |
| `hanzo-jin-architecture` | `hanzo-jin-architecture/hanzo-jin-architecture.tex` |
| `hanzo-jin` | `hanzo-jin/hanzo-jin.tex` |
| `hanzo-kernel-dsl` | `hanzo-kernel-dsl.tex` |
| `hanzo-kernel-optimization` | `hanzo-kernel-optimization.tex` |
| `hanzo-kms-secrets` | `hanzo-kms-secrets.tex` |
| `hanzo-ledger-finance` | `hanzo-ledger-finance.tex` |
| `hanzo-llm-gateway` | `hanzo-llm-gateway/hanzo-llm-gateway.tex` |
| `hanzo-longform-media` | `hanzo-longform-media.tex` |
| `hanzo-mcp-server` | `hanzo-mcp-server/hanzo-mcp-server.tex` |
| `hanzo-mean-field-alignment` | `hanzo-mean-field-alignment.tex` |
| `hanzo-ml-framework` | `hanzo-ml-framework/hanzo-ml-framework.tex` |
| `hanzo-multi-hop-retrieval` | `hanzo-multi-hop-retrieval/hanzo-multi-hop-retrieval.tex` |
| `hanzo-native-stack-thesis` | `hanzo-native-stack-thesis.tex` |
| `hanzo-native-training` | `hanzo-native-training.tex` |
| `hanzo-network-architecture` | `hanzo-network-architecture/hanzo-network-architecture.tex` |
| `hanzo-network-whitepaper` | `hanzo-network-whitepaper.tex` |
| `hanzo-observability` | `hanzo-observability/hanzo-observability.tex` |
| `hanzo-on-chain-commerce` | `hanzo-on-chain-commerce/hanzo-on-chain-commerce.tex` |
| `hanzo-operative` | `hanzo-operative/hanzo-operative.tex` |
| `hanzo-payments-platform` | `hanzo-payments-platform/hanzo-payments-platform.tex` |
| `hanzo-platform-infra-desktop` | `hanzo-platform-infra-desktop.tex` |
| `hanzo-platform` | `hanzo-platform/hanzo-platform.tex` |
| `hanzo-pq-crypto` | `hanzo-pq-crypto/hanzo-pq-crypto.tex` |
| `hanzo-pq-object-store` | `hanzo-pq-object-store.tex` |
| `hanzo-proof-of-ai` | `hanzo-proof-of-ai/hanzo-proof-of-ai.tex` |
| `hanzo-pubsub-events` | `hanzo-pubsub-events.tex` |
| `hanzo-rocm-inference` | `hanzo-rocm-inference.tex` |
| `hanzo-router` | `hanzo-router/main.tex` |
| `hanzo-sdk-ecosystem` | `hanzo-sdk-ecosystem/hanzo-sdk-ecosystem.tex` |
| `hanzo-search` | `hanzo-search/hanzo-search.tex` |
| `hanzo-self-improving-agents` | `hanzo-self-improving-agents/hanzo-self-improving-agents.tex` |
| `hanzo-sparse-basis-routing` | `hanzo-sparse-basis-routing/hanzo-sparse-basis-routing.tex` |
| `hanzo-stack-comparison` | `hanzo-stack-comparison/hanzo-stack-comparison.tex` |
| `hanzo-storage-s3` | `hanzo-storage-s3.tex` |
| `hanzo-temporal-assertion-graph` | `hanzo-temporal-assertion-graph/hanzo-temporal-assertion-graph.tex` |
| `hanzo-threshold-signing` | `hanzo-threshold-signing/hanzo-threshold-signing.tex` |
| `hanzo-tokenomics` | `hanzo-tokenomics/hanzo-tokenomics.tex` |
| `hanzo-unified-harness` | `hanzo-unified-harness/hanzo-unified-harness.tex` |
| `hanzo-unified-tenant-cloud` | `hanzo-unified-tenant-cloud.tex` |
| `hanzo-vector-search` | `hanzo-vector-search.tex` |
| `hanzo-webhooks` | `hanzo-webhooks/hanzo-webhooks.tex` |
| `hanzod-attested-compute` | `hanzod-attested-compute.tex` |
| `hip-0302-replicate` | `hip-0302-replicate/hip-0302-replicate.tex` |
| `kai` | `kai/kai.tex` |
| `lightspeed-dex` | `lightspeed-dex/lightspeed-dex.tex` |
| `locomo-subject-scope` | `locomo-subject-scope/main.tex` |
| `mechanism` | `mechanism/mechanism.tex` |
| `native-object-store-vfs` | `native-object-store-vfs.tex` |
| `ntt-transform` | `ntt-transform/ntt-transform.tex` |
| `refutation-driven-perf` | `refutation-driven-perf.tex` |
| `residency` | `residency/residency.tex` |
| `retrofit` | `retrofit/retrofit.tex` |
| `search` | `search/search.tex` |
| `settlement` | `settlement/settlement.tex` |
| `soundness` | `soundness/soundness.tex` |
| `surplus` | `surplus/surplus.tex` |
| `training` | `training/training.tex` |
| `verus-analytics` | `verus-analytics/verus-analytics.tex` |
| `training-without-retention` | `zen/training-without-retention.tex` |
| `zen_family_overview` | `zen/zen_family_overview.tex` |
| `ZEN_WHITEPAPER_2025` | `zen/ZEN_WHITEPAPER_2025.tex` |
| `zen-3d` | `zen/zen-3d.tex` |
| `zen-agent-framework` | `zen/zen-agent-framework.tex` |
| `zen-agent` | `zen/zen-agent.tex` |
| `zen-alignment` | `zen/zen-alignment.tex` |
| `zen-artist_whitepaper` | `zen/zen-artist_whitepaper.tex` |
| `zen-artist-edit_whitepaper` | `zen/zen-artist-edit_whitepaper.tex` |
| `zen-aso-protocol` | `zen/zen-aso-protocol.tex` |
| `zen-audio-architecture` | `zen/zen-audio-architecture.tex` |
| `zen-base_whitepaper` | `zen/zen-base_whitepaper.tex` |
| `zen-benchmark-suite` | `zen/zen-benchmark-suite.tex` |
| `zen-chain-of-thought` | `zen/zen-chain-of-thought.tex` |
| `zen-code_whitepaper` | `zen/zen-code_whitepaper.tex` |
| `zen-code-benchmarks` | `zen/zen-code-benchmarks.tex` |
| `zen-coder_whitepaper` | `zen/zen-coder_whitepaper.tex` |
| `zen-coder-flash_whitepaper` | `zen/zen-coder-flash_whitepaper.tex` |
| `zen-context-extension` | `zen/zen-context-extension.tex` |
| `zen-designer-instruct_whitepaper` | `zen/zen-designer-instruct_whitepaper.tex` |
| `zen-designer-thinking_whitepaper` | `zen/zen-designer-thinking_whitepaper.tex` |
| `zen-director` | `zen/zen-director.tex` |
| `zen-distributed-training` | `zen/zen-distributed-training.tex` |
| `zen-dso-protocol` | `zen/zen-dso-protocol.tex` |
| `zen-dub_whitepaper` | `zen/zen-dub_whitepaper.tex` |
| `zen-dub-live_whitepaper` | `zen/zen-dub-live_whitepaper.tex` |
| `zen-eco_whitepaper` | `zen/zen-eco_whitepaper.tex` |
| `zen-embeddings-retrieval` | `zen/zen-embeddings-retrieval.tex` |
| `zen-enterprise-deployment` | `zen/zen-enterprise-deployment.tex` |
| `zen-financial-ai` | `zen/zen-financial-ai.tex` |
| `zen-finetuning` | `zen/zen-finetuning.tex` |
| `zen-foley` | `zen/zen-foley.tex` |
| `zen-guard_whitepaper` | `zen/zen-guard_whitepaper.tex` |
| `zen-guard-gen_whitepaper` | `zen/zen-guard-gen_whitepaper.tex` |
| `zen-guard-stream_whitepaper` | `zen/zen-guard-stream_whitepaper.tex` |
| `zen-hallucination-reduction` | `zen/zen-hallucination-reduction.tex` |
| `zen-hardware-optimization` | `zen/zen-hardware-optimization.tex` |
| `zen-inference-optimization` | `zen/zen-inference-optimization.tex` |
| `zen-knowledge-distillation` | `zen/zen-knowledge-distillation.tex` |
| `zen-legal-ai` | `zen/zen-legal-ai.tex` |
| `zen-live_whitepaper` | `zen/zen-live_whitepaper.tex` |
| `zen-mathematical-reasoning` | `zen/zen-mathematical-reasoning.tex` |
| `zen-max_whitepaper` | `zen/zen-max_whitepaper.tex` |
| `zen-medical-ai` | `zen/zen-medical-ai.tex` |
| `zen-medical` | `zen/zen-medical.tex` |
| `zen-mixture-of-experts` | `zen/zen-mixture-of-experts.tex` |
| `zen-multilingual` | `zen/zen-multilingual.tex` |
| `zen-multimodal-architecture` | `zen/zen-multimodal-architecture.tex` |
| `zen-musician` | `zen/zen-musician.tex` |
| `zen-nano_whitepaper` | `zen/zen-nano_whitepaper.tex` |
| `zen-next_whitepaper` | `zen/zen-next_whitepaper.tex` |
| `zen-omni_whitepaper` | `zen/zen-omni_whitepaper.tex` |
| `zen-privacy-federated` | `zen/zen-privacy-federated.tex` |
| `zen-pro_whitepaper` | `zen/zen-pro_whitepaper.tex` |
| `zen-quantization` | `zen/zen-quantization.tex` |
| `zen-reasoning` | `zen/zen-reasoning.tex` |
| `zen-reranker` | `zen/zen-reranker.tex` |
| `zen-reward-modeling` | `zen/zen-reward-modeling.tex` |
| `zen-safety-evaluation` | `zen/zen-safety-evaluation.tex` |
| `zen-scribe_whitepaper` | `zen/zen-scribe_whitepaper.tex` |
| `zen-synthetic-data` | `zen/zen-synthetic-data.tex` |
| `zen-technical-paper` | `zen/zen-technical-paper.tex` |
| `zen-training-methodology` | `zen/zen-training-methodology.tex` |
| `zen-translator_whitepaper` | `zen/zen-translator_whitepaper.tex` |
| `zen-translator` | `zen/zen-translator.tex` |
| `zen-video-i2v_whitepaper` | `zen/zen-video-i2v_whitepaper.tex` |
| `zen-video` | `zen/zen-video.tex` |
| `zen-vision-architecture` | `zen/zen-vision-architecture.tex` |
| `zen-vl_whitepaper` | `zen/zen-vl_whitepaper.tex` |
| `zen-voice-clone` | `zen/zen-voice-clone.tex` |
| `zen-voyager` | `zen/zen-voyager.tex` |
| `zen-world` | `zen/zen-world.tex` |
| `zen3-embedding_whitepaper` | `zen/zen3-embedding_whitepaper.tex` |
| `zen3-guard_whitepaper` | `zen/zen3-guard_whitepaper.tex` |
| `zen3-nano_whitepaper` | `zen/zen3-nano_whitepaper.tex` |
| `zen3-omni_whitepaper` | `zen/zen3-omni_whitepaper.tex` |
| `zen3-vl_whitepaper` | `zen/zen3-vl_whitepaper.tex` |
| `zen4_whitepaper` | `zen/zen4_whitepaper.tex` |
| `zen4-coder_whitepaper` | `zen/zen4-coder_whitepaper.tex` |
| `zen4-coder-flash_whitepaper` | `zen/zen4-coder-flash_whitepaper.tex` |
| `zen4-coder-pro_whitepaper` | `zen/zen4-coder-pro_whitepaper.tex` |
| `zen4-max_whitepaper` | `zen/zen4-max_whitepaper.tex` |
| `zen4-mini_whitepaper` | `zen/zen4-mini_whitepaper.tex` |
| `zen4-pro_whitepaper` | `zen/zen4-pro_whitepaper.tex` |
| `zen4-thinking_whitepaper` | `zen/zen4-thinking_whitepaper.tex` |
| `zen4-ultra_whitepaper` | `zen/zen4-ultra_whitepaper.tex` |

**Total**: 243 papers