TLDR AI

TLDR AI 2023-09-13

6 sections13 entriesinline urlcomplete parse

Parse notes

  • Subscription/account footer truncated before parsefooter_truncated

01GENERAL

Sponsored

INVEST IN THE COMPANY THAT WON OVER THE DRAGONS

Smart-doorbell pioneer, RING, pitched on the hit show SHARK TANK at a valuation of just $7 MILLION — the sharks shut them down. 5 YEARS LATER, the company sold to Amazon for more than $1 BILLION. Turning the 10% stake initially offered to the sharks from $700K into $100M!

invest.helloryse.comSponsor

02HEADLINES & LAUNCHES

GOOGLE PLEDGES $20 MILLION FOR RESPONSIBLE AI FUND

Google's philanthropic arm is investing $20 million in the Digital Futures Project to promote responsible AI development. The initiative supports global institutions, addressing AI's societal impacts. Google.org stresses collaboration for AI's potential benefit.

axios.com2 min read

MORE COMPANIES COMMIT TO THE WHITE HOUSE AI SAFETY ACCORD

Adobe, IBM, Nvidia, and others have committed to the White House’s accord on AI safety and trustworthiness, echoing earlier pledges by Meta and Google. These voluntary agreements stress pre-release testing and risk-sharing. AI regulation remains a step behind innovation under the Biden administration.

theverge.com2 min read

OCR FOR ACADEMIC DOCUMENTS

Optical character recognition (OCR) is the process of extracting text from images. It can fail on documents with lots of jargon or special characters like mathematics. This work from Facebook research showcases strong performance across academic domains, enabling the digitization of many old texts.

facebookresearch.github.io7 min read

03RESEARCH & INNOVATION

AI GETS A SENSE OF SMELL

Researchers were able to train a model to accurately recognize smells by training a graph neural network on a custom data set of thousands of hand-labeled molecules.

biorxiv.org29 min read

CONTENT DIVERSITY

This study looked at whether advanced AI writing assistants like InstructGPT were making people's writing sound too similar and potentially making public conversations less diverse.

arxiv.org18 min read

04ENGINEERING & RESOURCES

RETRIEVAL AUGMENTED GENERATION AT PLANET SCALE

Arcus scales RAG to planet scale by using a hierarchical retriever. After clustering documents into groups based on their semantic content, you can progressively filter over these groups to narrow the search space. This results in much more relevant context being retrieved, fewer hallucinations, and better reliability over planet-scale corpuses of data.

arcus.co8 min read

WHISPER TURBO

A drop-in replacement for the OpenAI Whisper API that offers 20x faster transcription written in Rust.

github.comGitHub repository

05MISCELLANEOUS

WHY REGULATING AI IS SO DIFFICULT

The desire to encourage AI development while limiting potential harm, combined with the breakneck pace of innovation, makes regulating AI an especially tricky situation.

generalist.com17 min read

CONSUMER SERVICES

The idea of personalized services beyond what we have around shopping is really interesting. This post breaks down the opportunities and some of the companies already playing in this space.

a16z.com4 min read