The Daily Index — Tuesday, January 23, 2024 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

TLDR AI

TESLA FINALLY RELEASES FSD V12

Tesla has started rolling out its Full Self-Driving Beta v12 update, which shifts vehicle control from explicit C++ code to an AI-powered single neural network. The release marks a significant move towards fulfilling the company's self-driving ambitions, although the software is still labeled as beta. Skepticism will remain until tangible improvements in autonomous driving capabilities are observed as the software is rolled out to cautious select beta testers.

electrek.co · 2 min

TLDR AI

DEEPDIVE: LORA FROM SCRATCH

LoRAs are Low Rank Adapters that allow you to fine-tune only a small amount of parameters in a language model. They can dramatically improve and alter the performance of these models.

lightning.ai · 22 min

TLDR AI

GROUPANYTHING

Grouping in 3D is a challenging and ambiguous task because you don’t know what granularity you’ll need for the grouping operation (e.g., keys on a keyboard vs the entire keyboard itself). This work uses multi-level masks and makes great progress on the problem of semantic 3D grouping.

garfield.studio · 12 min

TLDR AI

FACE MIXER DIFFUSION

This work shows how you can use diffusion to clone faces in images. There are many ways to do this with deep fakes, but diffusion is interesting due to its ability to inpaint other pieces of the image as needed.

justinpinkney.com · 18 min

TLDR AI

DEPTH ANYTHING FOR DEPTH ESTIMATION

Depth Anything is a new approach to monocular depth estimation that relies on a large-scale dataset of about 62 million images to improve its accuracy. By using data augmentation and auxiliary supervision from pre-trained encoders, this model achieves impressive generalization capabilities and sets new standards in depth estimation.

depth-anything.github.io · 3 min

TLDR AI

MY AI TIMELINES HAVE SPED UP (AGAIN)

This author revised their AI timeline predictions based on advancements in scaling up models. They are now estimating a 10% chance of achieving Artificial General Intelligence by 2028 and a 50% chance by 2045. These changes are attributed to the effectiveness of large language models and the realization that many intelligent capabilities may emerge at scale.

alexirpan.com · 13 min

TLDR AI

INTERACTIVE CONTROL IN TEXT GENERATION

Researchers introduce the "Prompt Highlighter," a method that revolutionizes text generation in multi-modal language models by allowing users to highlight parts of prompts.

julianjuaner.github.io · 7 min

TLDR AI

MICROSOFT’S NADELLA WANTS STABILITY AT OPENAI, NOT CONTROL

Microsoft CEO Satya Nadella is content with the current state of Microsoft's partnership with OpenAI, focusing on stability rather than control amid regulatory reviews in the EU and UK. He emphasizes Microsoft's independent AI developments alongside their significant investment in OpenAI.

bloomberg.com · 2 min

TLDR AI

AUTO WIKI (PRODUCT)

Turn your codebase into Wikipedia-style articles using AI.

wiki.mutable.ai

TLDR AI

YOUR REFERRAL LINK - https://tldr.tech/ai?ref=2613930

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