The Daily Index — Friday, November 3, 2023 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

TLDR AI

UK INVESTS $273M IN AI SUPERCOMPUTER

The UK government is investing $273 million in an AI supercomputer dubbed Isambard-AI, which will be constructed by the University of Bristol, showcasing its aspiration to excel in AI technology.

cnbc.com · 1 min

TLDR AI

LONG(ER) CONTEXT MISTRAL MODEL

Amazon enters the open source LLM game with a RoPE fine-tuned Mistral 7B that scales up to 32k tokens in context.

huggingface.co · 3 min

TLDR AI

LONG(EST) CONTEXT MISTRAL MODEL

Nous research has used their Yarn method to fine-tune Mistral 7B to operate on contexts up to 128k. It shows minimal degradation on short sequence lengths and vastly improved performance on long documents.

huggingface.co · 3 min

TLDR AI

TUNING LANGUAGE MODELS FOR EMPATHY

Researchers have developed a way to improve empathy in large language models used for psychological counseling by creating a dataset for empathetic conversation training.

arxiv.org · 8 min

TLDR AI

USING CHATGPT FOR IMAGE CLASSIFICATION

This study shows that image classification can be improved by using large language models to organize classes into hierarchies, addressing biases in pretrained models like CLIP that confuse similar categories.

arxiv.org · 14 min

TLDR AI

SIFTING THROUGH THE NOISE: HOW AI WILL IMPACT INFORMATION OVERLOAD

No doubt, you consume a lot of content on a weekly basis. Articles, blog posts, tweets, this newsletter. With AI, the rise of user-generated content is going to increase exponentially. The systems you build to defend your attention will be more important than ever.

maried.substack.com · 5 min

TLDR AI

AI’S ROLE IN RUNNING SOFTWARE COMPANIES

From helping you to write code, checking the quality of that code, and adding repeatability to your content generation, AI is going to impact how we think about leverage in the daily operations of our software companies. This article explores the common areas you should be thinking about adding AI to your operations.

davidcummings.org · 2 min

TLDR AI

THE BEATLES JUST RELEASED THEIR FINAL SONG WITH THE HELP OF AI

Over five decades post their disbanding, The Beatles have released "Now and Then," their last song, with AI technology revitalizing John Lennon's voice.

futurism.com · 1 min

TLDR AI

TIM COOK ON GENERATIVE AI: “WE’RE INVESTING QUITE A BIT”

CEO Tim Cook acknowledged significant investments in AI without detailing how they plan to monetize generative AI during Apple's Q4 2023 earnings call.

macrumors.com · 1 min

TLDR AI

JULIUS (PRODUCT)

Julius is an AI data scientist for analyzing data and files.

julius.ai