The potential dangers of chatbot-generated false information, the exciting developments in Large Language Models, the discovery of truly general reinforcement learning algorithms, and the cross-lingual vulnerability of large language models. These topics highlight the importance of understanding the implications of AI and the need for robust safeguards to ensure their safety.
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Timestamps:
00:34 Introduction
01:28 Chatbot Hallucinations Are Poisoning Web Search
03:27 The state of LLMs on 2023 by Hyung Won Chung
04:36 Towards Monosemanticity: Decomposing Language Models With Dictionary Learning
05:48 Fake sponsor
07:39 Retrieval meets Long Context Large Language Models
09:12 Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design
10:47 Low-Resource Languages Jailbreak GPT-4
12:32 Outro

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