Can AI Inherit Scientific Innovation? IG-Bench Puts It to the Test
IG-Bench challenges AI with scientific lineage, revealing limits in current LLMs. With only 27.3% accuracy, can AI truly innovate?
Read the full articleYou might also wanna read
Study Finds Only 16% of AI Benchmarks Use Rigorous Scientific Methods
: Study finds many tests don't measure the right things
Why the AI Application Layer Still Has Room for Innovation Despite Lab Dominance
Why The App Layer Isn't Dead

Research POV: Yes, AGI Can Happen – A Computational Perspective
Dan Fu, our VP of Kernels, has published a new post challenging the idea that AI is hitting a hardware wall. He argues that we are vastly un
Together·6mo ago
The Real Challenge Limiting AI Models Today
Hint: it is not GPU speed! The post The Real Challenge Limiting AI Models Today appeared first on Towards Data Science .
Towards Data Science·2d ago
Examining the Limitations of Transformer Models and the Gap to Human-Level AI
February 14, 2026
Why supervised learning AI cannot make truly novel scientific discoveries
A new and possibly controversial perspective: In this video, I explain the sense in which generative AI trained by supervised learning is in

Comments
Sign in to join the conversation.
No comments yet. Be the first.