Newton1.01 — Autonomous R&D Swarm Multi-Agent Research Operating System
Engineered a multi-agent LLM architecture that ingests arXiv literature, constructs a “living taxonomy” of research fields, detects gaps, proposes testable hypotheses, and synthesizes reproducible LaTeX research packages. Implemented domain-specific runtime validation engines (Thermal, Electrical, Math, Quantum) with a secure sandboxed execution layer and static analysis. Designed a hybrid memory layer combining a Neo4j knowledge graph with a local vector pipeline (SQLite + dense embeddings). Delivered an offline-capable MVP with generated research packages in quantum infrastructure, AIOps/data centers, and superconducting qubit readout.
