TLDR AI

TLDR AI 2024-06-06

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01GENERAL

Sponsored

OctoAI's experts will show you how to avoid "model fatigue" and pick the perfect open-source model for your project.

octo.aiSponsor

02HEADLINES & LAUNCHES

IT'S NOT JUST YOU: GOOGLE SEEMINGLY SCALED BACK AI OVERVIEWS AFTER ITS ROCKY LAUNCH

Google has scaled back AI Overviews. The AI-generated answers are now appearing in around 11 percent of queries, down from around 27 percent when the feature was launched last month. The company is still in the process of refining the feature. AI Overviews are appearing most in health-focused searches, despite the company highlighting the tool's use for shopping, restaurant recommendations, and travel in its marketing.

androidpolice.com3 min read

03RESEARCH & INNOVATION

GOOGLE OPTIMIZES SHIPPING ROUTES

The operations research group at Google improved mathematical optimization for cargo shipping routes. They found a 13% reduction in fuel usage and costs.

research.google24 min read

DREAMMAT: HIGH-QUALITY PBR MATERIAL GENERATION

Dream Mat is a great way to improve texture generation for 3D objects. It uses a number of classical graphic techniques such as Albedo, Metallic, and Roughness to render an extremely compelling output given a 3D mesh.

zzzyuqing.github.io8 min read

LLAMACARE FOR MEDICAL APPLICATIONS

Researchers have introduced LlamaCare, a fine-tuned large language model (LLM) for medical knowledge, along with Extended Classification Integration (ECI) to address classification issues in LLMs.

arxiv.org9 min read

04ENGINEERING & RESOURCES

EXPLAINABLE RECOMMENDER SYSTEMS WITH LLMS

XRec is a model-agnostic framework that leverages the language capabilities of large language models to enhance explainable recommender systems.

github.comGitHub repository

NEURAL SURFACE RECONSTRUCTION

GenS is an end-to-end generalizable neural surface reconstruction model that excels in reconstructing surfaces from multi-view images without 3D supervision.

github.comGitHub repository

EFFICIENT LLMS WITHOUT MATRIX MULTIPLICATION

Researchers have found a way to eliminate matrix multiplication (MatMul) from large language models while maintaining strong performance, even at the billion-parameter scale.

github.comGitHub repository

05MISCELLANEOUS

STABLE AUDIO OPEN (HUGGING FACE HUB)

Stability AI has released the weights to Stable Audio which was trained to generate sound effects on permissively licensed audio samples.

huggingface.co

I'M BEARISH OPENAI

OpenAI's recent brain drain and focus on consumer products complicates its path to competing with big tech.

stovetop.substack.com9 min read

THE FUTURE OF FOUNDATION MODELS IS CLOSED-SOURCE

The future of AI foundation models will be closed-source due to the centralizing forces of data and compute, which favor economically viable and secure closed models over open-source alternatives.

blog.johnluttig.com10 min read