TLDR Index
TLDR AI

TLDR AI 2024-06-11

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01GENERAL

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02HEADLINES & LAUNCHES

OPENAI AND APPLE PARTNERSHIP

Apple announced at WWDC 2024 that it is integrating ChatGPT into a variety of native experiences on iOS devices. It plans to eventually expand to use voice and other capabilities.

links.tldrnewsletter.com3 min read

EVERY “APPLE INTELLIGENCE” FEATURE ANNOUNCED

Apple has unveiled its "Apple Intelligence" AI suite, which has features like a conversational Siri, AI-generated "Genmoji," and GPT-4o integration for complex requests. The capabilities will be exclusive to newer iPhones, iPads, and Macs. They will roll out in English with iOS 18, iPadOS 18, and macOS Sequoia this fall. Apple has emphasized privacy with on-device processing and "Private Cloud Compute" for off-device tasks and allowed independent privacy verification.

theverge.com4 min read

03RESEARCH & INNOVATION

PROOFREAD: FIXES ALL ERRORS WITH ONE TAP

The Gboard team has outlined how they use SFT on a PaLM2-XS model to fix sentence and paragraph-level errors in written text on device. They found dramatic improvements and usage due to latency optimizations.

arxiv.org12 min read

BITSFUSION: 1.99 BIT WEIGHT QUANTIZATION OF DIFFUSION MODELS

The team at Snap Research was able to reduce the size of the Stable Diffusion UNet model from 1.72 GB down to 219MB while increasing performance with their new quantization scheme. The quantization method is somewhat complex, but paints a strong path forward in running generative models on consumer hardware.

snap-research.github.io8 min read

INTRODUCING APPLE'S FOUNDATION MODELS

Apple introduced "Apple Intelligence" at WWDC 2024. Apple Intelligence is an AI system integrated into iOS 18, iPadOS 18, and macOS Sequoia that features advanced generative models for various everyday tasks like text refinement, notification summarization, and image creation. Emphasizing responsible AI development and user privacy, this system combines on-device and cloud capabilities to enhance user experiences across Apple products.

machinelearning.apple.com10 min read

04ENGINEERING & RESOURCES

THREAD

A Jupyter Notebook that combines the experience of OpenAI's code interpreter with the familiar development environment of a Python notebook.

github.comGitHub repository

BETTER OPEN-VOCABULARY RECOGNITION

OVMR is a new method that enhances open-vocabulary recognition by combining textual descriptions and exemplar images.

arxiv.org16 min read

05MISCELLANEOUS

HOW AI IMAGE MODELS WORK

AI image generation has progressed from creating images based on text descriptions since 2022. Using a child's game analogy, this article explains how these models refine noisy inputs to produce detailed and specific images, showcasing the rapid advancements and potential of AI in visual creativity.

every.to8 min read

ENHANCING DEPTH SENSING

Researchers have introduced a new framework that integrates active stereo principles into standard passive cameras without using a physical pattern projector.

vppstereo.github.io5 min read

ASANA SAYS ITS NEW AI TEAMMATES ARE READY TO MANAGE YOUR PROJECTS

Asana has introduced "AI teammates" to handle tasks like triaging requests and organizing project details proactively, aiming to improve efficiency and output quality. This new feature, demonstrated at Asana's Work Innovation Summit, is integrated into the workflow, acting like a human team member but remaining under human supervision.

links.tldrnewsletter.com8 min read