3 papers
cs.AI2026
Biological Motifs for Agentic Control
Bogdan Banu
The transition of Large Language Models (LLMs) from passive generators to autonomous agents has introduced significant challenges in reliability, security, and state management. Cu…
q-bio.QM2026
Do Biological Structural Guarantees Earn Their Complexity?
Bogdan Banu
Biologically-inspired AI agent frameworks claim reliability benefits through structural guarantees adapted from gene regulatory networks, immune systems, and metabolic control. The…
cs.PL2026
Harness Engineering as Categorical Architecture
Bogdan Banu
The agent harness, the system layer comprising prompts, tools, memory, and orchestration logic that surrounds the model, has emerged as the central engineering abstraction for LLMb…