New work from Microsoft's Academia Sinica: enabling big models to call millions of APIs in one breath

Microsoft Research Asia introduces TaskMatrix.AI, connecting big models with millions of APIs to accomplish diverse tasks.The TaskMatrix.AI architecture includes a multimodal conversation base model, an API platform, an API selector, and an API executor to enable efficient task processing. Through reinforcement learning with human feedback and providing feedback to API developers, TaskMatrix.AI is capable of lifelong learning and highly interpretable. (Quantum Bits)