The Daily Index — Thursday, November 2, 2023 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

TLDR AI

BIDEN’S AI ORDER MAY HAVE WIDE IMPACT FOR STARTUPS

Biden has gone all in on an executive order that, while lacking teeth, gives a good sense of where the administration is coming from when it comes to AI, and from that, we can glean potential impacts on the startup ecosystem.

news.crunchbase.com · 3 min

TLDR AI

NEW TECHNIQUES EFFICIENTLY ACCELERATE SPARSE TENSORS FOR AI MODELS

MIT and NVIDIA researchers developed techniques to accelerate sparse tensor processing, enhancing performance and energy efficiency in generative AI tasks.

eurekalert.org · 3 min

TLDR AI

LLMS LEARNING FROM THEIR MISTAKES

The study introduces 'Learning from Mistakes' (LeMa), a method that teaches large language models to solve math problems by learning from errors, similar to a human student improving through correcting their mistakes.

arxiv.org · 16 min

TLDR AI

NEURAL NET HAS HUMAN-LIKE ABILITY TO GENERALIZE LANGUAGE

Researchers have developed a neural network that can generalize language similarly to humans, outperforming models like ChatGPT.

nature.com · 3 min

TLDR AI

HOW-TO GUIDE TO GET STARTED WITH LLAMA

This guide provides information and resources to help you set up Llama including how to access the model, hosting, and how-to and integration guides

ai.meta.com · 9 min

TLDR AI

FINE TUNE YOUR OWN MISTRAL FOR $1 OF COMPUTE

Jupyter notebook example of how to fine-tune Mistral's 7B model on your own dataset.

github.com · 6 min

TLDR AI

SEGMENT ANYTHING AND METACLIP (HUGGING FACE SPACE)

Open vocabulary segmentation is a somewhat new and exciting topic in computer vision. This work combines powerful base models with strong language capabilities together to segment based on text input.

huggingface.co

TLDR AI

WHAT AI MEANS FOR YOUR PRODUCT STRATEGY (1 HOUR PODCAST)

Paul Adam, a long-term CP at Intercom, discusses the ways AI is going to impact the world (and your tech stack). There’s quite a bit of fear-setting in this conversation, so if this doesn’t inspire you to look into how you should be using AI, I don’t know what will.

lennysnewsletter.com

TLDR AI

POLITICIANS COMMIT TO COLLABORATE ON AI SAFETY

Global stakeholders discussed collaborative efforts to address AI risks through the Bletchley Declaration at the AI Safety Summit in Bletchley Park, England, aiming for a human-centric, trustworthy AI deployment. U.S. Secretary of Commerce Gina Raimondo announced a new AI safety institute within the Department of Commerce, emphasizing global policy alignment on AI safety, while political leaders from various countries stressed inclusivity and responsibility in navigating AI advancements.

techcrunch.com · 3 min

TLDR AI

4 WAYS AI IS CHANGING MARKETING

Your ability to aggregate and understand customer data is improving, allowing you to have a better understanding of your customers, predict their future behavior more accurately, offer scaled customer support, and curate messaging that resonates more accurately.

forbes.com · 2 min

TLDR AI

KEYWORD GENERATOR (PRODUCT LAUNCH)

Use AI to generate keywords for SEO.

producthunt.com

TLDR AI

MAGICPOST (PRODUCT)

Use AI to craft better LinkedIn posts.

magicpost.in