Case Study
Curing AI’s Data-Indigestion Problem
Harnessing CLIMB to systematically improve AI performance and efficiency through strategic training data optimization.
AI Innovation to Business Outcomes
AI-First Product Management
Unlocking AI research papers with clear explanations (and case studies) so that you can innovate on cutting-edge ideas and gain first-mover advantages.
Research Paper
Data Mixology: Stirred, Not Random
How CLIMB transforms AI training by discovering optimal data mixtures that improve model accuracy, reduce costs, and scale across domains.
Case Study
Multimodal Mayhem, Meet Your Match
InternVL3 enables smarter, faster decisions by combining vision and language processing—unlocking scalable efficiency.
Research Paper
Now You See It, Now You Read It
InternVL3 shows how next-gen AI can interpret complex inputs like scanned documents and visuals to drive faster, smarter business decisions.
Case Study
Plow Once, Learn Twice: Rethinking AI From the Ground Up
How native multimodal models are transforming AI by unifying data types, reducing system complexity, and accelerating product innovation.
Research Paper
Don’t Call It a Patchwork: AI Grows Up with Native Multimodal Models
Native multimodal models are emerging as a beter alternative to cobbled-together systems—reshaping multimodal AI gets built.
Case Study
The Telltale Text
Detecting AI-generated content using sparse autoencoders to protect trust, transparency, and competitive edge in the age of AI authorship.
Research Paper
Syntax and Sensibility
How interpretable artificial text detection using sparse autoencoders offers a scalable, transparent solution for identifying AI-generated writing.
Case Study
Lip Service That Pays Off
Transforming character animation via OmniHuman-1—reducing costs, speeding up pipelines, and scaling across markets and languages.
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