Mastering Mini Models
19 Dec 2025 · 1 min

0:53
In this presentation, the speaker advocates for building very small, single‑purpose machine‑learning models and then orchestrating them like classic web‑service compositions. A dedicated planning agent can manage how these mini‑models communicate, share data, and maintain security. The talk contrasts this approach with using a monolithic large language model (LLM) such as ChatGPT, which can be equipped with tools but remains a single, massive agent. For small‑to‑medium businesses, the speaker warns against over‑scoping an agent to do many tasks, as it reduces clarity and effectiveness. Instead, the recommendation is to develop one well‑defined capability and excel at it before expanding.










