Lumentum: The Market Is Counting Lasers While The Business Model Changes Underneath It

Lumentum (LITE) buy thesis: moving up the optical stack to full systems, driving fast sales CAGR and margin expansion with 15 ...
The Next Web

Cambridge’s Worldmodeldata raises £7M to turn video games into AI training data

Cambridge startup Worldmodeldata has raised a £7m seed led by Iona Star Capital to turn licensed video-game data into training sets for AI world models.

Why Your Data Foundation Must Evolve In The Era Of Agentic AI

The AI initiatives that are stalling right now are failing because of what sits beneath the AI, and that's a problem leaders ...
IEEE

Data Generation Approach Based on Data Model Fusion: An Application for Rolling Bearings Fault Diagnosis With Small Samples

Abstract: Utilizing fake data (simulated based on mechanism models or generated through data-driven models) for data enhancement is a popular approach to solve the problem of fault diagnosis with ...
IEEE

Resilient Test-Time Adaptation by Mitigating Batch-Normalization Overfitting

Abstract: Test-time domain adaptation adjusts a source domain model to accommodate previously unseen domain shifts in a target domain during inference. In real-world scenarios, domain shifts ...
Tech Times

LLM Data Mixture Breaks When Training Pools Shift: Causal Inference Offers Fix

LLM training data mixture optimization breaks when training pools shift — every prior proxy experiment becomes stale.