TLDR AI

TLDR AI 2024-04-04

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01GENERAL

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02HEADLINES & LAUNCHES

STABLE AUDIO 2.0

Stability AI has announced the next generation of its music generation model. Trained on properly licensed music, the model can generate up to 3 minutes of high-quality music. It also has audio-to-audio generation.

stability.ai4 min read

OPERA ALLOWS USERS TO DOWNLOAD AND USE LLMS LOCALLY

Opera has launched a new feature that allows users to download and run large language models locally on their computers, with over 150 models from more than 50 families available.

techcrunch.com1 min read

SCIENTISTS CREATE AI MODELS THAT CAN TALK TO EACH OTHER AND PASS ON SKILLS WITH LIMITED HUMAN INPUT

Researchers have developed an AI network where one AI can teach another to perform tasks using natural language processing, a capability not previously demonstrated. The system uses a model called S-Bert that allows AI to perform tasks given via instructions and then communicate that knowledge to another AI. This breakthrough has potential applications in robotics and could further understanding of human cognitive functions.

livescience.com4 min read

03RESEARCH & INNOVATION

BOOSTING TRANSFORMER EFFICIENCY

Researchers have developed DiJiang, a new approach that transforms existing Transformers into leaner, faster models without the heavy burden of retraining.

arxiv.org16 min read

04ENGINEERING & RESOURCES

3D DETECTION FOR LARGE OBJECTS

SeaBird is a new 3D detection method that excels at recognizing large objects where traditional monocular detectors falter.

github.comGitHub repository

CAN AI IDENTIFY UNSOLVABLE PROBLEMS?

This project introduces the concept of Unsolvable Problem Detection (UPD) in Vision Language Models, a new test to see if AI can identify when a problem can't be solved.

github.comGitHub repository

ACTION SPOTTING IN SOCCER

ASTRA is a Transformer-based model that is capable of identifying key moments during soccer matches and overcoming challenges like action localization and data imbalance.

github.comGitHub repository

05MISCELLANEOUS

WHEN WILL THE GENAI BUBBLE BURST?

That Generative AI may turn out to be a disappointment. There are concerns about the technology's lack of profitability, security issues, and the inherent problem of hallucinations in language models. Unless a groundbreaking model like GPT-5 is released by the end of 2024, addressing key issues and offering a killer application, the hype surrounding Generative AI may start to dissipate.

garymarcus.substack.com5 min read

WORLDCOIN FOUNDATION OPEN SOURCES CORE COMPONENTS OF THE ORB’S SOFTWARE

Tools for Humanity has developed a secure and powerful computing environment for the Worldcoin Orb that utilizes NVIDIA Jetson for processing and Arm Cortex M4 microcontrollers for real-time functions. The Orb runs Rust applications and uses NVIDIA's TensorRT for neural network inference. It is powered by a custom security-focused GNU/Linux distribution called Orb OS. The system integrates a secure element for cryptography and supports trusted execution environments for backend authentication.

worldcoin.org1 min read