The Daily Index — Thursday, October 5, 2023 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

TLDR AI

THE MOBILE REVOLUTION VS. THE AI REVOLUTION

Summary unavailable

digitalnative.tech · 12 min

TLDR AI

INDEPENDENT COMPANY

Summary unavailable

businesswire.com · 2 min

TLDR AI

DEEP DIVE: RUNNING SDXL IN JAX ON TPU V5

SDXL is a state of the art image generation model. It is powerful, but slow. Google and HuggingFace showcase just how fast it can be on the new TPU chips in Google's research language Jax.

huggingface.co · 18 min

TLDR AI

REASONING

The recent work on registers for ViTs showed that adding a [reg] token fixes image attention map spikes. This work shows that adding a series of learnable [pause] tokens prepended to the sequence improves language model reasoning (decoder only, up to 1B) by as much as 18%. The intuition is that this adds a number of learnable and manipulatable vectors to store important global information to be used while generating the sequence. In general, adding tokens has scaled well past 13B parameters, but it's unclear how well this works at frontier model scale.

arxiv.org · 20 min

TLDR AI

KNOWLEDGE EDITING IN LLMS

Think of LLMs like big, intricate puzzles with pieces of knowledge. This paper looks at what happens if we try to change some of those pieces - it could either mess up the whole puzzle or make it unclear.

arxiv.org · 18 min

TLDR AI

DO LLMS WORK WELL TOGETHER LIKE HUMANS DO?

This paper studies how LLMs might work together in groups, just like people in a society. Researchers have made computer "societies" with different personalities and watched them team up on tasks, finding they sometimes act like humans - like following the majority or debating - and some teams work better than others.

arxiv.org · 16 min

TLDR AI

PROMPT ENGINEERING FOR CLAUDE'S LONG CONTEXT WINDOW

Summary unavailable

anthropic.com · 12 min

TLDR AI

IS AI A PLATFORM SHIFT?

A platform shift alters the foundational layer of application development, influencing company dominance, architectures, and business models. Given its potential to change distribution and expand possibilities, AI is poised to become a significant platform shift, challenging existing structures and introducing new paradigms.

matt-rickard.com · 2 min

TLDR AI

YOU CAN NOW USE THE DALL-E 3 AI IMAGE GENERATOR INSIDE BING CHAT

Summary unavailable

theverge.com · 3 min