TLDR AI

TLDR AI 2023-09-18

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01HEADLINES & LAUNCHES

GET PRICING PLANS

Adobe's Firefly generative AI models, previously in beta, are now available in Creative Cloud, Adobe Express, and Adobe Experience Cloud. Users will be charged via "generative credits" based on model interaction. Paid Adobe plans come with various credit amounts. Firefly will still work (but run slower) once credits run out.

techcrunch.com4 min read

COULD TARGET WORLD HUNGER

Industry heavyweights like Musk, Gates, and Zuckerberg debated AI regulation in a private session, discussing concerns about open-source misuse and job threats. A consensus emerged on the need for government oversight.

archive.ph7 min read

02RESEARCH & INNOVATION

COMPREHENSIVE SURVEY ON AI COPYRIGHT ISSUES

This recently updated work dives into the many angles of AI copyright. AI copyright can broadly be classified into Input and Output legal challenges. The paper doesn’t present any opinions - it is merely a summary of many of the common issues.

papers.ssrn.com90 min read

MAKING ONE AUDIO MODEL WORK FOR SPEECH, MUSIC, AND SOUNDS

Researchers have developed a method called EncodecMAE that borrows ideas from text-based models to make a universal audio model. This new approach works well for different kinds of audio tasks like understanding speech, identifying music, or recognizing sounds in the environment.

arxiv.org4 min read

A GAME-CHANGER IN REMOTE SENSING RESEARCH WITH SYNTHETIC DATA

SyntheWorld is a groundbreaking collection of fake but super-detailed images that help researchers study the Earth from above without the usual big costs and headaches. With 40,000 images, it's perfect for learning how land changes over time.

arxiv.org16 min read

03ENGINEERING & RESOURCES

MULTIVIEW SYNTHETIC GETS A BOOST

Recent improvements in the field of 3D generation have been blistering. This work is the most stable and general. You can input an image and the model will synthesize many views and a resulting 3D model.

github.comGitHub repository

USING TRANSFORMERS FOR BETTER SLEEP ANALYSIS

Transformers are smart algorithms usually used for text or images. This project tweaked them to work with EEG data to better understand sleep stages.

github.comGitHub repository

04MISCELLANEOUS

CENTAURS AND CYBORGS ON THE JAGGED FRONTIER

Consultants who use GPT-4 vastly outperform consultants who don’t. A recent study provided further evidence that knowledge workers who utilize AI will be the winners in the future.

oneusefulthing.org7 min read