TLDR AI

TLDR AI 2023-11-02

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01HEADLINES & LAUNCHES

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.com3 min read

02RESEARCH & INNOVATION

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.org16 min read

03ENGINEERING & RESOURCES

LANGCHAIN TEMPLATES

The easiest and fastest way to build a production-ready LLM application. These templates serve as a set of reference architectures for a wide variety of popular LLM use cases.

github.comGitHub repository

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.com9 min read

04MISCELLANEOUS

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

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

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.com3 min read