On The Origin of Algorithmic Progress in AI

• What has actually been driving AI progress, new Algorithms or bigger Scales?
• What Algorithms affect scaling laws, and what algorithms do not?

https://arxiv.org/abs/2511.21622

Meek Models Shall Inherit The Earth

• Are the gains from scaling AI systems worth it?
• Reported on by WIRED magazine and featured in ICML’s Technical AI Governance Workshop.

https://arxiv.org/pdf/2507.07931

Survey and Forecast of Application of Quantum Computing to Deep Learning:

• surveyed work in quantum machine learning + connected to deep learning pipeline
• Created a simple model of quantum resources needed in machine learning algorithms.
• improved quantum forecast models
• Featured at AAAI QCAI Workshop and QUARC 2024
• https://arxiv.org/pdf/2511.01253

[https://drive.google.com/file/d/1N1AKKG88xuNHlW6hhrN1vIj-ecNxRV4_/view?usp=sharing](https://drive.google.com/file/d/1N1AKKG88xuNHlW6hhrN1vIj-ecNxRV4_/view?usp=sharing)

Study of Faithfulness in LLM Classification