TLDR AI 2023-10-26

IVP

GOOGLE AI OFFERS EXPANDED INDEMNITY PROTECTIONS

DRAFTING AI CONSTITUTION THROUGH A DEMOCRATIC PROCESS

ANSWERING QUESTIONS OVER LONG, STRUCTURED DOCUMENTS

Retrieving information from structured text documents is a well-studied problem that gets much harder when the documents are PDFs. Adobe Research has introduced a tool that allows you to condition either structure or text for retrieval. It also released a benchmark dataset for further study.

VIDCHAPTERS-7M: A NEW TOOL FOR EASIER VIDEO NAVIGATION

VidChapters-7M is a big collection of videos with 7 million user-made chapter marks. This new dataset helps in the creation and testing of methods for splitting videos into chapters and naming them, making it simpler for viewers to find what they're looking for.

BOOSTING RECOMMENDER SYSTEMS WITH LLMS

This project introduced RLMRec, a framework that combines LLMs with recommender systems, capturing the deeper meanings of user behaviors and preferences and enhancing the quality of recommendations.

REACTAGENT

ReactAgent is an experimental autonomous agent that uses GPT-4 to generate and compose React components from user stories.

SPELLTEST

AI-to-AI testing for LLM-based applications.

POLYFIRE

An all-in-one managed backend for AI apps.

PEAK DATA

Peak Data explores how an internet increasingly filled with internet data might lead to model collapse, its effect on apps like ChatGPT, and possible solutions that foundation model vendors might adopt to overcome model collapse.

60% FASTER AND 50% SMALLER SDXL MODEL

A distillation of the current leading open source text to image model. The researchers claim a minimal reduction in image quality with a dramatic speed-up at inference time.

FIVE AREAS OF AI OPPORTUNITY ACCORDING TO SNOWFLAKE’S AHMAD KHAN

MEMGPT

Create perpetual chatbots with self-editing memory.

THE HUMANE AI PIN IS POWERED BY GPT-4