TLDR AI 2023-04-04

FIFA DEBUTS AI-POWERED SOCCER GAME

CLEARVIEW AI GAVE 30 BILLION FACEBOOK IMAGES TO THE POLICE

Clearview AI built it’s facial recognition database using 30 billion images from Facebook. Because this database has been used by the police nearly a million times now, Clearview is now being accused of putting people in a perpetual police line-up.

AI DOESN’T HALLUCINATE, IT MAKES THINGS UP

VIDEOMAE V2: SCALING VIDEO MASKED AUTOENCODERS WITH DUAL MASKING

VideoMAE pioneers a scalable and versatile self-supervised pre-training approach for constructing video foundation models using a dual masking strategy and progressive training paradigm. Achieving state-of-the-art performance on multiple datasets, VideoMAE proves its efficacy as a general video representation learner for a wide range of downstream tasks.

LANGUAGE MODELS CAN CRITIQUE THEMSELVES?

LANGUAGE MODELS ARE THE PUPPET MASTERS

People are exploring how language models can use tools - Hugging Face has thousands of AI models hosted on their website, what if each of those was a potential tool? It turns out, you can use ChatGPT as the controller and each Hugging Face model as a specialized tool. Do you want to do a visual question answering task followed by summarization? This work is a first step towards potentially automating that task.

INCEPTIONNEXT: WHEN INCEPTION MEETS CONVNEXT

InceptionNeXt introduces a novel approach to enhance large-kernel-based CNN models' efficiency while maintaining performance by decomposing large-kernel depthwise convolutions into four parallel branches along the channel dimension. This innovative method results in higher training throughputs and improved top-1 accuracy, offering a more sustainable baseline for future architecture designs.

AUTO-GPT

Auto-GPT is an experimental open-source application showcasing the capabilities of the GPT-4 language model. This program, driven by GPT-4, autonomously develops and manages businesses to increase net worth. As one of the first examples of GPT-4 running fully autonomously, Auto-GPT pushes the boundaries of what is possible with AI.

MARVIN

Marvin is a library for building AI-powered software.

AI IS ENTERING AN ERA OF CORPORATE CONTROL

PROMPT ENGINEERS ARE MAKING A LOT OF MONEY

AI PREDICTS ENZYME FUNCTIONS BETTER THAN LEADING TOOLS

GPT-4 IS MORE ACCURATE WHEN ASKED TO CRITIQUE ITSELF

Researchers have found that asking GPT-4 to critique its own work leads to a 30% performance boost.