ACTUAL.LABS
Explore our cutting-edge applications and insightful articles that showcase real-world AI implementation in manufacturing environments.
Our Applications
Production-ready AI solutions built for real manufacturing challenges
Published Research
Beyond Visualization: Building Decision Intelligence
Study on iterative refinement of BI dashboards evolving exploratory visuals into decision-support tools.
Enhancing Glass Defect Detection with Diffusion Models
Using Denoising Diffusion Probabilistic Models to generate synthetic defective glass images for data augmentation.
Quantifying Label-Induced Bias in LLMs
Examining bias in LLM evaluations by ChatGPT, Gemini, and Claude.
Interpreting Emergent Planning in Model-Free RL
First mechanistic evidence that model-free reinforcement learning agents can learn to plan.
Manufacturing, processing, applications, and advancements of Fe-based shape memory alloys
Investigation of aluminum-silicon metal matrix composites (MMCs) reinforced with WC-based tool waste, examining the effects of intermetallic compounds.
Predicting actuation strain in quaternary shape memory alloy NiTiHfX using machine learning
Comprehensive modeling study of titanium alloy microstructures and mechanical properties in additive manufacturing processes.