Categories: AI/ML News

Beating the AI bottleneck: Communications innovation could markedly improve AI training process

Artificial intelligence (AI) is infamous for its resource-heavy training, but a new study may have found a solution in a novel communications system, called ZEN, that markedly improves the way large language models (LLMs) train.

New memristor training method slashes AI energy use by six orders of magnitude

In a Nature Communications study, researchers from China have developed an error-aware probabilistic update (EaPU) method that aligns memristor hardware's noisy updates with neural network training, slashing energy use by nearly six orders of magnitude versus GPUs while boosting accuracy on vision tasks. The study validates EaPU on 180 nm…

January 19, 2026

In "AI/ML News"

Chain of Draft approach allows AI models to carry out tasks using far fewer resources

A small team of AI engineers at Zoom Communications has developed a new approach to training AI systems that uses far fewer resources than the standard approach now in use. The team has published their results on the arXiv preprint server.

March 5, 2025

In "AI/ML News"

New study finds bigger datasets might not always be better for AI models

From ChatGPT to DALL-E, deep learning artificial intelligence (AI) algorithms are being applied to an ever-growing range of fields. A new study from University of Toronto Engineering researchers, published in Nature Communications, suggests that one of the fundamental assumptions of deep learning models—that they require enormous amounts of training data—may…

November 14, 2023

In "AI/ML News"

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1 year ago

One of NASA’s Most Important Deep Space Observatories Hit by Spanish Wildfires

Flames burned through the Deep Space Communications Complex near Madrid, but NASA has been unable…

35 mins ago

AI/ML News

Get ready for mobile ‘stores on wheels.’ Research shows they can outperform traditional retail stores

As retailers increasingly embrace artificial intelligence (AI), robotics and autonomous vehicles, a new retail model…

35 mins ago

AI/ML Research

An Introduction to Loop Engineering

It's tempting to treat loop engineering as something invented in a single week in June,…

24 hours ago

FAANG

Best practices for applying Amazon Bedrock Guardrails to code generation workflows

This post continues our series on best practices with Amazon Bedrock Guardrails. For the previous…

24 hours ago

FAANG

The Blueprint: How Voicify makes AI-enabled ordering a delight for customers

Welcome to The Blueprint, a new feature where we highlight how Google Cloud customers are…

24 hours ago

AI/ML News

An FDA Panel Just Endorsed These Unproven Peptides

Outside experts—some with a vested interest in peptides—recommended adding a number of the amino acids…

1 day ago

Beating the AI bottleneck: Communications innovation could markedly improve AI training process

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