MIT Technology Review

Using unstructured data to fuel enterprise AI success

Organizations have a wealth of unstructured data that most AI models can’t yet read. Preparing and contextualizing this data ...
GitHub

SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing

Prediction results of our proposed method. Network Architectural and Cross-domain Image Different. torch=1.10.2,torchvision=0.11.3 and mmcv-full=1.5.0. Recommended use of conda virtual environments ...
Morning Overview on MSN

AI data trainer jobs are real, here's the pay and how to get in

AI data trainer roles have moved from obscure contractor gigs to a visible career path with clear pay bands and defined ...

Could you be an AI data trainer? How to prepare and what it pays

AI data trainers who ensure the accuracy and viability of training data going into AI models are well-compensated, in-demand professionals. Two new studies projected potential annual incomes ranging ...
Forbes

This 24 Year Old Built A Multibillion-Dollar AI Training Empire In Eight Months

Ali Ansari’s decision to turn micro1’s AI recruitment assistant into a data labeling business spiked the company’s valuation from $80 million to discussions at $2.5 billion. Now he’s working on ...
EurekAlert!

Large language models are zero-shot cross-domain diagnosticians in cognitive diagnosis

This research presents a groundbreaking approach to addressing the zero-shot cross-domain cognitive diagnosis (ZCCD) challenge in intelligent education systems through the innovative application of ...
IEEE

Applications of Domain Generalization to Machine Fault Diagnosis: A Survey

Abstract: In actual industrial scenarios, the variation of operating conditions, the existence of data noise, and failure of measurement equipment will inevitably affect the distribution of perceptive ...
Breaking Defense

NATO investing $728M in new space capabilities, including a new ‘data lake’

MAUI — NATO has put $728 million in common funding into a “capability program plan” to flesh out the 32-member alliance’s new(ish) Space Operations Center, according to a senior NATO officer. “It is ...
Observer

Elon Musk’s xAI Is Redefining Data Annotation—an Unglamorous But Vital Job in A.I.

Elon Musk’s A.I. firm is scaling back on “generalist A.I. tutors.” Allison Robbert/POOL/AFP via Getty Images Data annotation may not be the most glamorous job in Silicon Valley, but it’s indispensable ...
Frontiers

Training marine species object detectors with synthetic images and unsupervised domain adaptation

1 Australian Centre for Robotics, University of Sydney, Sydney, NSW, Australia 2 Department of Marine Technology, Norwegian University of Science and Technology, Trondheim, Norway Visual surveys by ...
marktechpost

GURU: A Reinforcement Learning Framework that Bridges LLM Reasoning Across Six Domains

Reinforcement Learning RL has demonstrated strong potential to enhance the reasoning capabilities of LLMs, particularly in leading systems such as OpenAI-O3 and DeepSeek-R1. However, most RL research ...