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GENERAL • Oct 23, 2026

Hyperparameter Research Tuning Impact

Dr. Boris Hanin (Princeton) introduces their collaboration with Cerebras Systems under the AIQ program to develop evaluation of large parameter AI systems from smaller…

GENERAL • Oct 23, 2026

Open Research Questions

Dr. Boris Hanin (Princeton) discusses open research questions coming out of his AIQ program research around how neural network architectures and training processes influence…

GENERAL • Oct 23, 2026

Deep Neural Networks as Hamiltonians

Dr. Boris Hanin (Princeton) introduces neural networks before diving into his research on the AIQ program that investigates neural network safety and interpretability by…

GENERAL • Oct 23, 2026

Accelerating Training

Dr. Cengiz Pehlevan (Harvard) talks about his research under the AIQ program accelerating training by balancing learning rate and batch size scheduling. (May 2026)…

GENERAL • Oct 23, 2026

AI-Driven Language Model Benchmarking

Dr. Percy Liang (Stanford) discusses his team’s approach to language model evaluation under the AIQ program. They use AI models to automatically cover the…

GENERAL • Oct 23, 2026

AIQ Approach – Princeton

Dr. Boris Hanin (Princeton) introduces his team's AIQ approach to generate small scale surrogates of large neural networks to enable more efficient training and…

GENERAL • Oct 23, 2026

AIQ Approach – Harvard

Dr. Cengiz Pehlevan (Harvard) introduce his team's AIQ approach to generate small scale surrogates of large neural networks to enable more efficient training and…

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