Circuit
Agentic Research and Knowledge Synthesis Infrastructure
A foundational infrastructure pattern stabilizing the mechanics of autonomous knowledge synthesis through multi-agent coordination, authoritative metadata grounding, and terminal-native, artifact-backed execution.
This circuit operates one level below governance, establishing the foundational plumbing for agentic research and knowledge synthesis. It stabilizes the operational mechanics of discovery. It separates the execution pipeline from the oversight of its output.
The foundation requires deterministic data access. The OpenAIRE Graph provides authoritative scholarly metadata and persistent identifiers. Local Deep Research enforces encrypted, multi-source retrieval-augmented generation. Together, they replace ephemeral vector search with traceable, structurally verified context. Grounding precedes generation.
Hypothesis generation and literature synthesis are decomposed into specialized, communicative roles. AutoScientists orchestrates multi-agent social interaction protocols for scientific discovery. Feynman executes this via a CLI-native interface. It handles literature synthesis, investigation, and code auditing. It avoids the brittleness of monolithic chat assistants.
The workflow demands modularity and strict audit trails. X Research Skill packages social intelligence gathering as a composable, provenance-tracking component for larger orchestrators. AutoR structures this execution into a terminal-first harness. It requires human approval at key stages. It persists every run as an inspectable artifact on disk, not in a transient memory buffer.
This infrastructure explicitly resists specific failure modes. It rejects probabilistic hallucination by enforcing citation-grounded inference. It resists proprietary vendor lock-in by prioritizing local-first, open-source execution. It avoids the epistemic drift of ephemeral chat logs by demanding version-controlled, disk-based artifacts. AI is treated as scriptable infrastructure, not an autonomous oracle.
The circuit is complete when a research query is executed locally through encrypted retrieval, delegated across specialized agents via a terminal interface, grounded in authoritative metadata, and finalized as a version-controlled, human-approved artifact on disk.