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Graph RAG: Empower Large Language Model with Structured Knowledge
Graph RAG represents a shift from text-centric retrieval to structure-aware understanding to enable:
1. More consistent answers
2. Better global context
3. Reduced hallucination
4. Stronger reasoning over relationships
Rather than asking LLMs to guess structure from text at generation time, Graph RAG makes structure explicit upfront.
Ting-Yuan Wang
1 day ago3 min read


Innovation Endorsed: Landmark Patent for Physical AI Granted by U.S. Patent and Trademark Office (USPTO)
"Machine-learning Method on Vectorized Three-Dimensional Model and Learning System Thereof" describes a novel method for utilizing vectorized 3D models to generate synthetic data of real-world objects for AI training. It can be applied for various applications, including object identification and anomaly detection, where training data are difficult or economically infeasible to acquire, and the robotic agents need these capabilities to function and swiftly interact with the p
Ting-Yuan Wang
Jan 52 min read


From Object Recognition to Physical AI: When SDG Meets the Physical World
The future of Physical AI isn't just about better technology—it's about smarter SDG implementation. Organizations that understand how to match SDG strategies with their specific Physical AI needs will gain significant competitive advantages.
ginochang
Sep 19, 20256 min read


Choosing the Right Scale and Tasks: Making SDG Work for Your AI Projects
How Corvus's synthetic data generation platform addresses the critical challenge of matching model capabilities with data requirements...
Ting-Yuan Wang
Sep 4, 20256 min read


The Silent Assassin of Model Drift - Why Industrial Inspection Needs Anomaly Detection and MLOps?
Transforming Industrial Inspection with Corvus For industrial manufacturers, the promise of AI for quality control is undeniable....

Yu-Feng Wei
Aug 27, 20255 min read


The Evolution of Synthetic Data Generation: From "Mock Data" to AI Intelligence
Key Takeaways Synthetic data generation has evolved from a niche research topic to an essential technology for AI development. The...
Ting-Yuan Wang
Aug 7, 20254 min read


Bridging the Supply Gap in Automotive Remanufacturing
How CorePal uses GenAI to potentially recycle 98% of the valuable parts from junkyards to foster a circular economy With today's...

Yu-Feng Wei
Mar 4, 20254 min read


Vizuro Joins NVIDIA Inception
We are thrilled to announce that Vizuro has joined NVIDIA Inception , a program that nurtures startups revolutionizing industries with...

Yu-Feng Wei
Nov 26, 20241 min read
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