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gensyn-glossary-dataset.json

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+{
+  "dataset_info": {
+    "name": "Gensyn Glossary Dataset",
+    "version": "1.0.0",
+    "description": "A comprehensive glossary of terms related to Gensyn Protocol and decentralized machine learning",
+    "created": "2025-12-09",
+    "author": "Community Contributor",
+    "license": "MIT",
+    "categories": ["protocol", "products", "technical", "community", "blockchain"]
+  },
+  "data": [
+    {
+      "id": 1,
+      "term": "Gensyn",
+      "definition": "A decentralized protocol that unifies the world's computing power into a single, open network for machine learning.",
+      "category": "protocol"
+    },
+    {
+      "id": 2,
+      "term": "Verde",
+      "definition": "Gensyn's cryptographically verifiable ML evaluation system that ensures faithful execution on untrusted hardware.",
+      "category": "technical"
+    },
+    {
+      "id": 3,
+      "term": "RL Swarm",
+      "definition": "A decentralized reinforcement learning framework for collaborative model training over the internet.",
+      "category": "products"
+    },
+    {
+      "id": 4,
+      "term": "CodeZero",
+      "definition": "The current training environment in RL Swarm focused on code generation tasks with Proposer, Solver, and Evaluator roles.",
+      "category": "products"
+    },
+    {
+      "id": 5,
+      "term": "BlockAssist",
+      "definition": "An AI assistant that learns from user actions in Minecraft through imitation learning.",
+      "category": "products"
+    },
+    {
+      "id": 6,
+      "term": "CodeAssist",
+      "definition": "A completely private and local AI coding assistant that learns the user's coding style.",
+      "category": "products"
+    },
+    {
+      "id": 7,
+      "term": "Delphi",
+      "definition": "An open, verifiable intelligence market where users stake tokens on AI models' performance benchmarks.",
+      "category": "products"
+    },
+    {
+      "id": 8,
+      "term": "Judge",
+      "definition": "An AI-settled prediction market demonstrating scalable, objective resolution using Verde verification.",
+      "category": "products"
+    },
+    {
+      "id": 9,
+      "term": "GenRL",
+      "definition": "Gensyn's modular reinforcement learning library for distributed, fault-tolerant training.",
+      "category": "technical"
+    },
+    {
+      "id": 10,
+      "term": "Solver",
+      "definition": "A participant role that performs ML training tasks and generates proofs of work.",
+      "category": "protocol"
+    },
+    {
+      "id": 11,
+      "term": "Verifier",
+      "definition": "A participant role that replicates proof portions and compares results against thresholds.",
+      "category": "protocol"
+    },
+    {
+      "id": 12,
+      "term": "Submitter",
+      "definition": "An end-user who provides ML tasks and payment to the Gensyn network.",
+      "category": "protocol"
+    },
+    {
+      "id": 13,
+      "term": "Whistleblower",
+      "definition": "A participant role that challenges verifier work as the final defense layer against fraud.",
+      "category": "protocol"
+    },
+    {
+      "id": 14,
+      "term": "Proof-of-Learning",
+      "definition": "A probabilistic verification method using gradient optimization metadata to create verifiable work certificates.",
+      "category": "technical"
+    },
+    {
+      "id": 15,
+      "term": "Pinpoint Protocol",
+      "definition": "A graph-based protocol enabling consistency verification without full replication of work.",
+      "category": "technical"
+    },
+    {
+      "id": 16,
+      "term": "LMSR",
+      "definition": "Logarithmic Market Scoring Rule - the on-chain pricing mechanism used in Delphi for continuous liquidity.",
+      "category": "technical"
+    },
+    {
+      "id": 17,
+      "term": "$TEST",
+      "definition": "The test-only token used within the Gensyn Testnet for trading and activities.",
+      "category": "blockchain"
+    },
+    {
+      "id": 18,
+      "term": "TGE",
+      "definition": "Token Generation Event - the future launch of Gensyn's mainnet token.",
+      "category": "blockchain"
+    },
+    {
+      "id": 19,
+      "term": "Gensyn Foundation",
+      "definition": "The organization responsible for decentralized governance post-TGE, announced December 2025.",
+      "category": "protocol"
+    },
+    {
+      "id": 20,
+      "term": "swarm.pem",
+      "definition": "A peer identity file that links a node to its on-chain identity. Must be preserved and never shared.",
+      "category": "technical"
+    },
+    {
+      "id": 21,
+      "term": "Proposer",
+      "definition": "A role in CodeZero that generates coding problems and adjusts difficulty levels.",
+      "category": "products"
+    },
+    {
+      "id": 22,
+      "term": "Evaluator",
+      "definition": "A frozen model role in CodeZero that assesses solutions and assigns rewards.",
+      "category": "products"
+    },
+    {
+      "id": 23,
+      "term": "Pioneer Program",
+      "definition": "A community recognition program celebrating contributors who shape Gensyn's culture.",
+      "category": "community"
+    },
+    {
+      "id": 24,
+      "term": "Rover",
+      "definition": "Entry-level role in the Pioneer Program for consistent community contributors.",
+      "category": "community"
+    },
+    {
+      "id": 25,
+      "term": "Pioneer",
+      "definition": "Advanced role in the Pioneer Program for members who embody Gensyn culture.",
+      "category": "community"
+    },
+    {
+      "id": 26,
+      "term": "The Core",
+      "definition": "An exclusive Discord area for verified community members with special access.",
+      "category": "community"
+    },
+    {
+      "id": 27,
+      "term": "HiveMind",
+      "definition": "A decentralized communication protocol backend supported by GenRL.",
+      "category": "technical"
+    },
+    {
+      "id": 28,
+      "term": "CheckFree",
+      "definition": "A fault-tolerant decentralized training method achieving 1.6x speedup without checkpoints.",
+      "category": "technical"
+    },
+    {
+      "id": 29,
+      "term": "SAPO",
+      "definition": "Swarm sAmpling Policy Optimization - a decentralized RL post-training method for collective learning.",
+      "category": "technical"
+    },
+    {
+      "id": 30,
+      "term": "SkipPipe",
+      "definition": "A partial and reordered pipelining framework for training LLMs in heterogeneous networks.",
+      "category": "technical"
+    },
+    {
+      "id": 31,
+      "term": "HDEE",
+      "definition": "Heterogeneous Domain Expert Ensemble - a research framework for distributed expertise.",
+      "category": "technical"
+    },
+    {
+      "id": 32,
+      "term": "NoLoCo",
+      "definition": "A communication efficiency framework for distributed machine learning.",
+      "category": "technical"
+    },
+    {
+      "id": 33,
+      "term": "OP Stack",
+      "definition": "The Ethereum Layer 2 rollup framework that Gensyn's custom blockchain is built on.",
+      "category": "blockchain"
+    },
+    {
+      "id": 34,
+      "term": "Staking",
+      "definition": "Depositing tokens as collateral to participate in the network and ensure honest behavior.",
+      "category": "blockchain"
+    },
+    {
+      "id": 35,
+      "term": "Slashing",
+      "definition": "Penalty mechanism that burns a participant's stake if they act maliciously.",
+      "category": "blockchain"
+    },
+    {
+      "id": 36,
+      "term": "Rollup",
+      "definition": "A Layer 2 scaling solution that processes transactions off-chain and posts proofs to Ethereum.",
+      "category": "blockchain"
+    },
+    {
+      "id": 37,
+      "term": "Trustless Verification",
+      "definition": "The ability to verify ML computations without trusting the party that performed them.",
+      "category": "technical"
+    },
+    {
+      "id": 38,
+      "term": "DataManager",
+      "definition": "A GenRL component that manages environment data like datasets, images, or game boards.",
+      "category": "technical"
+    },
+    {
+      "id": 39,
+      "term": "RewardManager",
+      "definition": "A GenRL component that implements custom reward functions for RL training.",
+      "category": "technical"
+    },
+    {
+      "id": 40,
+      "term": "GameManager",
+      "definition": "A GenRL component that orchestrates data flow between components and the agent swarm.",
+      "category": "technical"
+    }
+  ]
+}