New studies suggest that the brain employs a self-supervised learning process that resembles machine learning. This process enables the brain to learn about visual scenes by identifying their similarities and differences, without relying on labels or additional information.

Del Complex plans to deploy its BlueSea Frontier Compute Clusters (BSFCC) in international waters to enable AI developers to bypass AI regulations. Each BSFCC will offer computing power equivalent to over 10,000 Nvidia H100 GPUs. The company claims that the platforms, which gain sovereign nation-state status, will provide unparalleled opportunities for large-scale AI model development…

The Mixture of Experts (MoE) architecture combines multiple subnetworks to handle complex data, but it can be computationally expensive. Researchers have introduced QMoE, a framework that compresses trillion-parameter MoEs to less than 1 bit per parameter, making them more efficient to run. This is achieved through data-dependent quantization methods and can be processed in less…

The Branch-Solve-Merge (BSM) program enhances Large Language Models (LLMs) in complex natural language tasks. It includes branching, solving, and merging modules to plan, crack, and combine sub-tasks. Applied to LLMs like Vicuna, LLaMA-2-chat, and GPT-4, BSM boosts human-LLM agreement, reduces biases, increases story coherence, and improves constraint satisfaction. BSM is a promising solution for enhancing…

The latest AlphaFold model exhibits enhanced accuracy and broader coverage beyond proteins, now including other biological molecules and ligands.

Leica has introduced the M11-P, the first digital camera to incorporate a digital watermark that certifies photos as genuine and not AI-generated or manipulated. This move aims to restore trust in digital content, particularly in the field of photojournalism. The camera can add a digital watermark conforming to the Content Credentials standard advocated by the…

President Joe Biden signed an executive order on AI, requiring companies to disclose if their systems could enable dangerous weapons and combat fake videos and news. America aims to lead in AI regulation while enhancing the technology and preventing China from gaining an advantage. The order has received support from big tech companies. However, implementing…

A new AI technique called AnimeInbet has been developed to automate the process of in-betweening line drawings in cartoon animation. Unlike previous methods, AnimeInbet works with geometrized vector graphs instead of raster images, resulting in cleaner and more accurate intermediate frames. The technique involves matching and relocating vertices, preserving intricate line structures, and predicting a…

This week, there has been significant focus on AI. The White House introduced an executive order aimed at promoting safe and trustworthy AI systems, while the G7 agreed on a voluntary code of conduct for AI companies. Additionally, the UK is hosting the AI Safety Summit to establish global rules on AI safety. However, some…

This article explores the environmental impact of generative AI and discusses its potential benefits. It highlights that generative AI can lead to productivity gains and potentially reduce inequality within certain occupations. However, it raises concerns about the environmental cost of generative AI and its impact on overall resource consumption. The article concludes by discussing the…