Microsoft is shutting down Cortana and shifting its focus to modern-day AI advances, like its ChatGPT-like Bing Chat and other AI-powered productivity features across Windows and its web browser Edge. Researchers have used AI-powered brain implants to restore movement and sensation for a man who was paralyzed from the chest down, offering life-changing mobility and independence to many. A paper presents a categorical formulation of Predictive Processing and Active Inference using string diagrams, providing a graphical language for understanding these cognitive frameworks with potential implications for robotics, cognitive science, and machine learning. A new approach called "self-translate" leverages the few-shot translation capabilities of multilingual language models themselves, outperforming direct inference and demonstrating important implications for the development of multilingual language models and their use in diverse linguistic settings.
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Timestamps:
00:34 Introduction
01:26 Microsoft kills Cortana in Windows as it focuses on next-gen AI
02:58 Mind Over Paralysis: AI Helps Quadriplegic Man Move and Feel Again
04:48 Twitter thread on Python's Global Interpreter Lock (GIL)
06:05 Fake sponsor
08:04 Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models
09:30 Active Inference in String Diagrams: A Categorical Account of Predictive Processing and Free Energy
10:51 Do Multilingual Language Models Think Better in English?
12:49 Outro

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