Nvidia's new AI chip, the GH200, promises to significantly reduce the cost of running large language models, making AI more accessible for smaller companies. Disney is exploring the use of AI to cut costs in movie and television production, as well as enhance customer support and create unique interactions within its theme parks. The paper "Skills-in-Context Prompting" proposes a novel prompting strategy that significantly improves the compositional generalization capabilities of large language models.  The paper "SILO Language Models" addresses the legal risks associated with training language models on copyrighted or restricted data, proposing a solution that mitigates these risks while maintaining high-quality performance.
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Timestamps:
00:34 Introduction
01:40 Nvidia reveals new A.I. chip, says costs of running LLMs will ‘drop significantly’
03:22 Disney explores cutting costs through AI use
05:06 AI hysteria is a distraction: algorithms already sow disinformation in Africa
06:26 Fake sponsor
08:41 Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models
10:28 SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore
12:23 Current and Future Challenges in Knowledge Representation and Reasoning
14:22 Outro

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