The Daily Index — Monday, October 9, 2023 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

TLDR AI

OPENAI SAID TO BE CONSIDERING DEVELOPING ITS OWN AI CHIPS

OpenAI is considering creating its own AI chips due to the increasing shortage in GPU supply.

techcrunch.com · 1 min

TLDR AI

JOURNALISM

The BBC is setting principles for using generative AI in journalism, emphasizing transparency and public interest. While it is exploring AI's potential, the broadcaster has blocked OpenAI web crawlers to safeguard copyrighted content.

theverge.com · 3 min

TLDR AI

MATH SOLVING ABILITIES IN NEW AI MODELS

Researchers have developed a new technique to boost the math-solving skills of open-source AI models by teaching them to use code.

arxiv.org · 16 min

TLDR AI

A NEW BENCHMARK TO CONDUCT MACHINE LEARNING EXPERIMENTS

This paper introduces MLAgentBench, a testing ground for AI to conduct machine learning experiments, just like human researchers.

arxiv.org · 28 min

TLDR AI

LIGHTSEQ: A MORE EFFICIENT SYSTEM FOR TRAINING LONG-CONTEXT LLMS

LightSeq is a novel method for training large language models with extended context lengths that addresses the limitations of previous systems like Megatron-LM.

arxiv.org · 18 min

TLDR AI

MUSICGEN STREAMING

Streaming music generation usually has to wait for all the music to be completed. However, this means real time or long generation applications struggle. With this code, you can now stream the chunks of music as they arrive.

huggingface.co · 5 min

TLDR AI

SAFETY RISKS IN FINE-TUNING LLMS

Researchers highlight potential safety issues when further customizing pre-trained large language models like Meta's Llama and OpenAI's GPT-3.5 Turbo.

llm-tuning-safety.github.io · 6 min

TLDR AI

STABLELM 3B WITH DATA REPEATING

Stability has trained another model, this time on 4T tokens to test data repeating. Also, due to public pushback, they removed Books3 from the data mix.

stability.wandb.io · 8 min

TLDR AI

OPEN SOURCE AI BUSINESS MODELS & BRAND MOATS

We’ve seen how open source models can work and thrive over the last 25+ years. Even as they mature and become more “closed”, the open source model has lasting impacts. In the face of AI, not all playbooks are the same. This is a thoughtful and in-depth review of open source models and how AI will play in this.

michaeldempsey.me · 9 min

TLDR AI

OPENAI TO RELEASE ITS PYTHON SDK

OpenAI has unveiled the Beta version of its Python SDK, marking a significant step towards enhancing access to the OpenAI API for Python developers.

analyticsindiamag.com · 2 min