TLDR AI

TLDR AI 2023-09-14

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01GENERAL

Sponsored

TED AI [https://bit.ly/3PAF69J] is a TED event focusing on the power and impact of AI and what's next, happening on the 17th and 18th of October in San Francisco. Meet the pioneers and trailblazers shaping the future of AI — Andrew NG, Reid Hoffman, Ilya Sutskever, Stephen Wolfram, and many others

bit.lySponsor

02HEADLINES & LAUNCHES

STABILITY AI DEBUTS STABLE AUDIO

Stability AI has released Stable Audio, a text-to-audio generator that provides anyone with the ability to use simple text prompts to generate short audio clips.

venturebeat.com2 min read

COPILOT

Salesforce has unveiled Einstein Copilot, a conversational AI for more intuitive user queries. Enhanced with a "trust layer" for security and linked to Salesforce's Data Cloud, it aims to reduce AI inaccuracies while acknowledging limitations.

techcrunch.com4 min read

03RESEARCH & INNOVATION

DO LANGUAGE MODELS REALLY UNDERSTAND THE WORLD?

Researchers looked into how well pretrained language models understand the basic building blocks and rules of the world, like 'a dog is an animal' or 'an apple is a fruit.' They found that these programs are decent at remembering some of this foundational knowledge, but aren't perfect at reasoning with it.

arxiv.org19 min read

DETECTING FAKE VIDEO PARTS WITH UMMAFORMER

With the rise of fake content made by AI, there's a need to spot the specific parts of videos that are altered. The new tool "UMMAFormer" can identify these fake segments in videos more effectively than older methods.

arxiv.org14 min read

ANOMALYGPT: EFFICIENT INDUSTRIAL ANOMALY DETECTION

While big models like MiniGPT-4 are good at understanding images, they struggle with detailed anomalies in industrial settings. This solution, AnomalyGPT, trains these models on simulated anomaly images and their descriptions, and can detect industrial faults without manual adjustments.

anomalygpt.github.io5 min read

04ENGINEERING & RESOURCES

EXLLAMAV2

An inference library for running local LLMs on modern consumer GPUs.

github.comGitHub repository

05MISCELLANEOUS

MODERNA’S CEO ON AI’S POTENTIAL TO CURE CANCER

Moderna CEO Stéphane Bancel reveals the company's extensive use of AI, which predates the ChatGPT era, in drug development, emphasizing its role in creating the COVID-19 vaccine, inventing enzymes, and interacting with regulators.

semafor.com4 min read

DERIVATIVE WORK

OpenAI has responded to lawsuits from authors who allege ChatGPT was trained on pirated books. Arguing transformative use, the firm seeks dismissal of most claims, comparing the situation to a Google Books copyright case and refuting Digital Millennium Copyright Act violations.

arstechnica.com7 min read