TLDR AI 2024-07-30

Need to get Enterprise Ready fast? WorkOS is ready-to-deploy identity management that lets you focus on the AI part of your AI app:

➡️ Get a complete User Management solution along with SSO, SCIM, RBAC, FGA, and audit logs.

➡️ Deploy integrations in minutes with easy-to-use APIs.

➡️ From high-quality documentation to self-serve onboarding, WorkOS is easy for your developers to implement and for your customers to use.

➡️ User Management is FREE up to 1 million MAUs.

“SAML Single Sign-On is a crucial part of our Enterprise Pro plan, and with WorkOS we could roll it out in less than a week.” - Dmitry Shevelenko, Chief Business Officer, Perplexity

Start deploying enterprise today

Real time promptable segmentation for videos and images from Meta.

Apple said that the artificial intelligence models underpinning Apple Intelligence, its AI system, were pre-trained on processors designed by Google.

Freelancer.com and iFixit CEOs criticized Anthropic for excessive and unauthorized web scraping by its ClaudeBot, which disrupted their sites. Anthropic claims to respect the robots.txt file and says it will investigate the issue.

Two new language models were able to achieve an 8% improvement on the Practical Molecular Optimization benchmark by collecting a dataset of 100m molecules (40B token equivalent).

Using smaller models multiple times can improve code generation performance with a very similar inference cost.

300k+ dataset of conversations and critiques to be used for open models. The dataset was mostly created using synthetics and is a powerful example of synthetic data working with open models.

A method that dramatically improves high resolution image synthesis by diffusion models.

HYBRIDDEPTH is a depth estimation pipeline designed to tackle mobile AR challenges like scale ambiguity and hardware diversity.

The Visual State Space Duality (VSSD) model is a new approach that improves vision transformers by addressing their high computational demands.

Apple has outlined the basics of its language models for its newly announced “Apple Intelligence” initiative.

The traditional seat-based pricing model in SaaS is becoming obsolete with AI's capability to automate tasks. Companies are increasingly adopting work-based or outcome-based pricing models, which charge based on the amount of work AI performs or the outcomes achieved. While incumbents are still relying on seat-based pricing, startups are leveraging new models for competitive advantage and to reflect AI's value more accurately.

This article reflects on using generative AI as a teaching tool, arguing the technology should be analyzed beyond its technical aspects, with consideration for its alignment with educational values. The author, while open to using AI, is cautious about its impact and emphasizes the need to articulate why certain tools are implemented in the classroom. The discussion draws parallels between traditional tools like chalkboards and AI, considering both for their cultural significance and pedagogical implications.

This article covers the construction and use of multi-layer perceptrons (MLPs), a type of fully connected neural network used in deep learning.

AppWorld Engine is a sophisticated execution environment that features nine daily apps and 457 APIs.

Airtable's Cobuilder is the fastest way to build no-code applications.

Warp is the terminal reimagined with AI, modern IDE-like editing, and collaborative tools for better productivity. To start, simply brew install --cask warp; or **download Warp for Mac