The Daily Index — Thursday, December 7, 2023 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

TLDR AI

META’S AI IMAGE GENERATOR IS AVAILABLE AS A STANDALONE WEBSITE

Meta has launched 'Imagine,' a standalone image generator with its own website featuring generative AI that creates images from text prompts.

engadget.com · 2 min

TLDR AI

MICROSOFT’S COPILOT IS GETTING OPENAI’S LATEST MODELS

Microsoft is enhancing its Copilot service with new features, including OpenAI's latest GPT-4 Turbo model, an upgraded DALL-E 3 model, a new code interpreter feature, and a 'Deep Search' function in Bing.

theverge.com · 2 min

TLDR AI

DESCRIBE DIFFERENCES BETWEEN SETS OF IMAGES

This paper uses natural language to describe what is different between two collections of images. This is a novel problem and a challenging one. The solution involves captioning and reranking the individual images and summarizing them with a language model.

arxiv.org · 22 min

TLDR AI

3D OBJECT DETECTION WITH DIFFUSION MODELS

Researchers have developed Diffusion-SS3D, a new method to improve semi-supervised 3D object detection using diffusion models. This approach involves adding noise to object size and class label distributions in 3D space and then using the diffusion model to denoise and generate better bounding box outputs.

arxiv.org · 19 min

TLDR AI

INTRODUCING THE OPENAI SWITCH KIT

Switch your project to open source in just a few lines of code.

postgresml.org · 8 min

TLDR AI

EXPLORING LEAP-OF-THOUGHT ABILITIES IN LLMS

This study introduces the use of the Oogiri humor generation game to explore the Leap-of-Thought capabilities in multimodal LLMs. This approach challenges LLMs to exhibit non-sequential thinking, a skill crucial for generating creative and humorous responses to various types of multimodal information.

zhongshsh.github.io · 4 min

TLDR AI

OPTIMIZING LLMS FOR REAL-WORLD APPLICATIONS

Lightspeed shares insights from Google and TitanML about the ins and outs of optimizing LLMs whether via prompting or fine-tuning.

lsvp.com · 4 min

TLDR AI

SLOW-BURN AI: WHEN AUGMENTATION, NOT AUTOMATION, IS THE REAL THREAT

While automation will likely be the way of the future, today, it’s all about augmenting your existing processes/self without having to rip and replace everything. Don’t fall into the trap of just augmenting yourself to do your job better - thinking through what and how to automate things and viewing your role holistically will allow you to find the best use of AI for your needs.

platforms.substack.com · 8 min

TLDR AI

USING META’S NEW EFFICIENTSAM (JUPYTER NOTEBOOK)

Segment Anything is a great model, but it is slow to run. Efficient Segment Anything is a new model that uses a number of optimizations to run significantly faster.

github.com

TLDR AI

ELON TOLD OPENAI TO MOVE FASTER RIGHT BEFORE HE LEFT THE COMPANY

Right before leaving the company, Elon Musk implored OpenAI to move faster, a departure from his typically more skeptical comments toward AI.

businessinsider.com · 2 min

TLDR AI

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