Dexmac (@dexmac.bsky.social)

Why do AI agents converge to correct solutions — or get stuck in loops? Agentic AI is contractive iteration toward a fixed point. Tools as negative feedback that forces stochastic output toward deterministic correctness. #AI #AIAgents #LLM #MachineLearning medium.com/@gianlucabai...

loading . . .

Why AI Agents Fail: The Stochastic Convergence Spiral A topological framework for engineering deterministic outcomes from probabilistic models https://medium.com/@gianlucabailo/why-ai-agents-fail-the-stochastic-convergence-spiral-4ab5a8aa0ef4

6 days ago