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Publications

Research corpus for the Agentra stack.

Total Papers

13

Projects

10

Open Access

100%

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archive.indexREASONING LAYER

Model research papers in preparation. Training methodology, benchmark reports, and domain evaluation for Solen, Verac, and Axiom will be published here upon completion.

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archive.indexAgenticMemory
AgenticMemoryPaper I

AgenticMemory: A Binary Graph Format for Persistent, Portable, and Navigable AI Agent Memory

Defines a portable binary graph format for persistent AI-agent memory.

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AgenticMemoryPaper II

AgenticMemory II: Nine Cognitive Query Types for Graph-Structured Agent Memory

Extends memory with cognitive query capabilities and expanded retrieval logic.

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AgenticMemoryPaper III

AgenticMemory MCP: Bridging Persistent Cognitive Graph Memory to LLM Agents via the Model Context Protocol

Connects persistent memory infrastructure to agent tooling through MCP.

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archive.indexSUBSTRATE PAPERS
#ProjectTypeTitleLinks
01VisionPaper ICortex: Rapid Web Cartography for AI Agents via Structured Data Extraction and Binary Graph Navigation
02VisionPaper IIAgenticVision-MCP: Persistent Visual Memory for AI Agents via the Model Context Protocol
03CodebasePaper IAgenticCodebase: A Semantic Code Compiler for Navigable, Predictive, and Collective Code Intelligence
04IdentityPaper IAgenticIdentity: A Cryptographic Trust Anchor for AI Agent Systems
05TimePaper IAgenticTime: A Binary Temporal Format for Persistent, Portable, and Navigable AI Agent Scheduling
06ContractPaper IAgenticContract: A Runtime Policy Engine for Governed AI Agent Systems
07CommPaper IAgenticComm: A Structured Communication Protocol for Multi-Agent Coordination via the Model Context Protocol
08PlanningPaper IAgenticPlanning: A Binary Intention Format for Persistent, Portable, and Navigable AI Agent Strategic Reasoning
09CognitionPaper IAgenticCognition: Longitudinal User Modeling Through Living Models of Human Consciousness for AI Agents
10RealityPaper IAgenticReality: Existential Grounding for AI Agents Through Deployment Consciousness and Reality Physics
// SECTION: RESEARCH_DIRECTION
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ongoing.research

Web Compiler

Compile mapped websites into typed APIs so agents import domains as libraries instead of browsing page-by-page workflows.

Collective Graph

Delta-sharing architecture where each mapped site can reduce duplicate remapping and give new agents warm-start context.

Temporal Intelligence

Historical delta stacks for pattern detection, trend modeling, predictive alerts, and web-state memory over time.

Multi-Agent Trust

Delegation chain verification, cross-agent trust revocation, and multi-party receipt attestation for production agent orchestration.

Domain Model Training Methodology

Reasoning-first fine-tuning methodology for domain-specialist models. Covers training pipeline design, benchmark selection, and evaluation frameworks for Solen, Verac, and Axiom.

Settlement Protocol Verification

Formal verification methods for XAP Protocol settlement flows and Verity Engine proof generation. Deterministic audit trails for autonomous agent commerce.

Open to research collaboration and sponsorship support.contact@agentralabs.tech