Efficient Hardware-Software Co-Design for AI, AI Companionship to Combat Loneliness

Researchers explore hardware-aware neural architecture search (HW-NAS) for efficient AI processing. Could AI help cure the 'downward spiral' of human loneliness? Also, introducing OmniGlue, the first learnable image matcher designed for generalization. Plus, language as a universal learning machine and its implications for society.

Sources:
https://www.marktechpost.com/2024/05/26/efficient-hardware-software-co-design-for-ai-with-in-memory-computing-and-hw-nas-optimization/
https://www.theguardian.com/technology/article/2024/may/27/could-ai-help-cure-downward-spiral-of-human-loneliness
https://www.marktechpost.com/2024/05/26/omniglue-the-first-learnable-image-matcher-designed-with-generalization-as-a-core-principle/
https://towardsdatascience.com/language-as-a-universal-learning-machine-d2c67cb15e5f

Outline:
(00:00:00) Introduction
(00:00:47) Efficient Hardware-Software Co-Design for AI with In-Memory Computing and HW-NAS Optimization
(00:03:36) Could AI help cure ‘downward spiral’ of human loneliness?
(00:06:59) OmniGlue: The First Learnable Image Matcher Designed with Generalization as a Core Principle
(00:10:12) Language as a Universal Learning Machine