TLDR Index
TLDR AI

TLDR AI 2023-06-27

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01GENERAL

02HEADLINES & LAUNCHES

DATABRICKS ACQUIRES MOSAICML FOR $1B+

MosaicML has one of the industry leading toolkits for training large AI models while Databricks has the customer's data. The combination of the two seems sensible. Congrats to the team!

databricks.com5 min read

AI PROGRAMMING ASSISTANT IN GOOGLE COLAB

Google Colab is an online, VM-backed, Jupyter Notebook interface. It has continually been the entry point for many programmers and AI developers. Google is now rolling out its AI coding assistant to Colab for Pro+ subscribers.

threadreaderapp.com1 min read

HEAD OF RESEARCH LEAVES STABILITY AI

Stability AI, the closely watched artificial intelligence startup, has lost at least two top executives in recent weeks, including its Head of Research and Chief Operating Officer. David Ha, Head of Research for the London-based startup, resigned this month. Chief Operating Officer Ren Ito left in June.

archive.ph1 min read

03RESEARCH & INNOVATION

ADVANCED MAPPING TOOL UNDERSTANDING CITY DIVERSITY

Researchers have developed "SHGNN", a tool that smartly organizes city maps, accounting for significant variations between different locations. This new system effectively groups nearby similar locations, resulting in a more accurate representation of urban diversity.

arxiv.org16 min read

A ONE-STOP SOLUTION FOR IMAGE RESTORATION

"PromptIR" is a new method that uses prompts to restore high-quality images from degraded versions, regardless of the type or severity of degradation. This advanced technique adapts to a variety of image issues like noise, blur, and haze.

github.comGitHub repository

LLM LIBRARY

An extensible, convenient, and efficient toolbox for fine tuning large machine learning models. Designed to be user-friendly, speedy, reliable, and accessible to the entire community.

github.comGitHub repository

04ENGINEERING & RESOURCES

DRAGGAN CODE RELEASED

DragGAN allows you to edit photos by dragging parts of the image. Its development team has released the code and a live HuggingFace demo.

github.comGitHub repository

KOR

Kor enables you to extract structured data from text using LLMs.

github.comGitHub repository

GISKARD

Giskard is an open-source testing framework dedicated to ML models, from tabular models to LLMs.

github.comGitHub repository

05MISCELLANEOUS

THROUGH A GLASS DARKLY

A survey of AI experts from 2016 on their predictions for the future of the industry.

asteriskmag.com15 min read

OPENAI WANTS TO BUILD A WORK ASSISTANT

OpenAI plans to market a “personalized assistant for work,” a move that would seemingly put the buzzy startup in competition with its chief backer, Microsoft.

fastcompany.com2 min read

HOPE, FEAR, AND AI

A poll of 2,000 people about how they’re using AI, what they want it to do, and what scares them about it the most.

theverge.com7 min read