TLDR AI

TLDR AI 2024-06-28

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01GENERAL

Sponsored

HIGH-PERFORMING IMAGE RETRIEVAL API

Between Google Gemini and the latest release of OpenAI's GPT-4o, online search and discovery is fast becoming a multimodal affair. Users are looking beyond text and expecting the same high quality results for image search.

resources.algolia.comSponsor

02HEADLINES & LAUNCHES

SNAP LENSE STUDIO 5.0

Snap has released the GenAI suite in Lens Studio 5.0 - this is a great advancement and is massively useful for developing AR applications.

ar.snap.com6 min read

INSTAGRAM LAUNCHING AN AI STUDIO

Instagram's new "AI Studio" lets creators develop AI chatbot versions of themselves. It is currently rolling out as an early test in the US.

theverge.com2 min read

03RESEARCH & INNOVATION

LLM COMPILER

Meta has released two language models that can compile code to assembly and decompile to LLVM IR. They were trained on 546 Billion tokens of high-quality data then further instruction tuned. They are able to achieve 77% of optimized assembly performance and have 45% round trip disassembly performance.

ai.meta.com28 min read

CRITICGPT

OpenAI has trained a model based on GPT-4 that can catch GPT-4 mistakes and help humans spot mistakes during the RLHF process.

links.tldrnewsletter.com8 min read

04ENGINEERING & RESOURCES

FAL GIGAGAN UPSCALER

AuraSR is a super resolution image upscaler recently open sourced by FAL. It requires a single forward pass and can upscale by 4x even over repeated applications. AuraSR works well on generated images.

blog.fal.ai2 min read

3D SEGMENTATION WITH INTERACTIVE GUIDANCE

To meet the growing demand for detailed 3D data, researchers have introduced Point-SAM, a transformer-based model for 3D segmentation.

point-sam.github.io4 min read

GENERATIVE INFORMATION RETRIEVAL

This survey delves into generative information retrieval (GenIR), a fresh take on finding information that moves away from traditional search methods to ones that create answers on the fly.

github.comGitHub repository

05MISCELLANEOUS

ARE TECH-ENABLED VERTICAL ROLL-UPS THE FUTURE OR THE PAST?

Roll up strategies depend on the ability to drive operational efficiencies to create excess cash flows. The emergence of AI possibly presents a new lever that unlocks the rollup strategy to a new degree. Are Vertical/SMBs rollups the future? This post presents two opposing viewpoints on this question.

tidemarkcap.com8 min read

GEMMA 2 MODELS

The Gemma 2 9B and 27B models are now available.

kaggle.com15 min read