Marko is an Engineering Manager at Google. Previously he worked at Photomath, Meta (Facebook), Styria, LEGO (as consultant), University of Zagreb and has entrepreneurship experience. He won many awards including the ones from Microsoft and NVIDIA. Marko is also lecturer at Algebra University. He is interested in ML research and practical applications in real life scenarios.

Reasoning in LLMs and their limitations

How is reasoning in LLMs achieved and do they reason at all? What are the limitations of the current models? Scaling laws, impact of model size on reasoning and some intuitions behind it. How to perform scientific research and controlled experiments with LLMs? Reinforcement Learning with LLMs is all the rage now – what is that about? What are the current research directions and what the future brings?