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Qwen-first autonomous AI architecture for multi-model reasoning, coding, multimodal work, agent orchestration, MCP/A2A tool use, self-challenge, benchmark-driven evolution, memory, verification, sandboxed self-improvement, and zero-cost-first execution. Qwen is the primary model family; other provid
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.claude/skills/vee-qwen-transcendent-nexusRuntime, accounts, dependencies, permissions, network behavior and task quality remain untested.
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skills/vee-qwen-transcendent-nexusRuntime, accounts, dependencies, permissions, network behavior and task quality remain untested.
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sha256:cba4dbb2911b034e8b96d0f7a82168f51b8f6b22adf35b29ebd64207a4ead8ac00_CORE/ARCHITECTURE.md00_CORE/OPERATING_PROTOCOL.md01_MODEL_FABRIC/FRONTIER_WATCHER.md01_MODEL_FABRIC/INFERENCE_RUNTIME_ROUTER.md01_MODEL_FABRIC/MODEL_MESH.md01_QWEN_PRIMARY/MODEL_ROUTER.yaml01_QWEN_PRIMARY/QWEN_MODEL_POLICY.md02_AGENT_FABRIC/AGENT_REPUTATION.md02_AGENT_FABRIC/AGENT_SWARM.md03_TOOL_FABRIC/TOOL_MESH.md04_MEMORY_KNOWLEDGE/EVIDENCE_GRAPH.md04_MEMORY_KNOWLEDGE/MEMORY_LAYERS.md05_EVOLUTION/ENVIRONMENT_FACTORY.md05_EVOLUTION/EVOLUTION_FLYWHEEL.md05_EVOLUTION/GENETIC_ENGINE.md05_EVOLUTION/SELF_CHALLENGE_GENERATOR.md05_EVOLUTION/SKILL_FACTORY.md06_EVALUATION/DRIFT_AND_REGRESSION.md06_EVALUATION/INDEPENDENT_VERIFIER.md06_EVALUATION/PARETO_EVALUATION.md07_EXECUTION/DURABLE_MISSION.md07_EXECUTION/WORKFLOW_COMPILER.md08_INFRA/COMPUTE_LADDER.md08_INFRA/HARDWARE_AWARE_SCHEDULER.md08_INFRA/SOVEREIGN_CONTROL_PLANE.md09_SECURITY/SECURITY_BOUNDARY.md09_SECURITY/SUPPLY_CHAIN.md10_AUTONOMY/ATTENTION_OPTIMIZER.md10_AUTONOMY/AUTONOMY_LEVELS.md11_HUMAN_AGENCY/DECISION_GATES.md- Major release introducing the VEE Qwen Transcendent Nexus V91 architecture. - Qwen becomes the primary intelligence/model provider for all reasoning, coding, multimodal, and agent tasks; other providers are now optional, never required. - System emphasizes provider/model independence with plug-and-play adapter support and no permanent external dependencies. - Core operational loop now expanded for autonomous capability discovery, benchmarking, evolution, and sandboxed self-improvement. - Strict boundaries ensure secure, auditable self-modification, human-in-the-loop approval for critical actions, and rigorous model/code verification. - Evolution policy mandates only promoting upgrades (models, tools, workflows) based on benchmark-driven, objective improvement.