TLDR AI

TLDR AI 2023-05-24

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01HEADLINES & LAUNCHES

WHITE HOUSE TAKES NEW STEPS TO STUDY AI RISKS

The White House said on Tuesday that it would ask workers how their employers use artificial intelligence to monitor them, as it allocates federal investments in the technology, which is expected to change the nature of work.

archive.ph2 min read

02RESEARCH & INNOVATION

LONG AWAITED RWKV PAPER

Transformers displaced recurrent neural networks as the primary tool for most text based tasks. However, these Transformers are expensive and limited in context due to the architecture. RWKV is an attention variant (vaguely reminiscent of linear attention) that claims to have the best of both Transformers and recurrent models. The Discord is quite active, but there hasn't been a formal write up of this hyped model. This paper is the first to explain the model in depth.

arxiv.org25 min read

VIDEOLLM: A TOOL FOR VIDEO ANALYSIS USING LLMS

Leveraging the power of language processing models, the newly proposed VideoLLM system converts all video inputs into a type of language that can be analyzed more efficiently. By successfully testing on multiple datasets, VideoLLM proves that it can handle various tasks, suggesting that language model's reasoning abilities can be effectively used for understanding and analyzing video content.

github.comGitHub repository

03ENGINEERING & RESOURCES

DB-GPT

DB-GPT is an experimental open-source project that uses localized GPT large models to interact with your data and environment.

github.comGitHub repository

SCIKIT-LLM

Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.

github.comGitHub repository

04MISCELLANEOUS

GOOGLE CEO: BUILDING AI RESPONSIBLY ALL THAT MATTERS

An op-ed by Google CEO Sundar Pichai in which he discusses how Google is building AI responsibly, with a specific focus on developing guardrails, creating smart regulation, and fostering international cooperation.

archive.ph3 min read