Apple's Smarter Siri 🍎 // Long-context models 🧐 // Natural Language Uncertainty 👀

Apple is making strides in AI with their own model called Ajax and improvements to Siri, including making large language models faster and more efficient. "In-Context Learning with Long-Context Models: An In-Depth Exploration" explores a training method for long-context models called in-context learning and its effectiveness. "WildChat: 1M ChatGPT Interaction Logs in the Wild" offers a diverse dataset of user-chatbot interactions for researchers to study and fine-tune instruction-following models. "I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust" investigates the impact of large language models on user reliance and trust, and the potential harm of overreliance. The study found that using natural language expressions of uncertainty can reduce overreliance on LLMs. Contact:  [email protected] Timestamps: 00:34 Introduction 01:34 Better Siri is coming: what Apple’s research says about its AI plans 03:19 Your guide to AI: May 2024 04:18 How LLMs Work, Explained Without Math 05:37 Fake sponsor 07:06 In-Context Learning with Long-Context Models: An In-Depth Exploration 08:42 WildChat: 1M ChatGPT Interaction Logs in the Wild 10:36 "I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust 12:55 Outro