Beyond Market Intelligence/interaction models

interaction models

interaction models at Beyond Market Intelligence is a file of one story. The newest of them: “Designing the Interface for Real-Time LLM Agents That Adapt on the Fly”. Real-time LLM agents that adapt mid-thought aren't a distant ambition, they're already working in robotics, voice assistants, and coding tools like Codex. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every interaction models story on Beyond Market Intelligence, newest first.

Designing the Interface for Real-Time LLM Agents That Adapt on the Fly
Machine Learning

Designing the Interface for Real-Time LLM Agents That Adapt on the Fly

Real-time LLM agents that adapt mid-thought aren't a distant ambition, they're already working in robotics, voice assistants, and coding tools like Codex. The question isn't *if* these agents can handle interruptions or new stimuli, but how we generalize that capability. Developers need reusable building blocks, not low-level inference pipelines. An interface built around async coroutines and shared memory, as explored in the AsyncLLM preprint, points toward a practical path.