Andrii Bidochko

• Updated: May 11, 2025
• 1 min read

Introducing the Effective State-Size (ESS) Metric: Revolutionizing Memory Utilization in AI Sequence Models

The content discusses the introduction of the Effective State-Size (ESS) metric, a new approach to optimizing memory utilization in AI sequence models. It highlights the significance of the ESS metric in providing a more accurate measure of memory efficiency, the collaborative research behind its development, and its potential impact on AI applications across various industries.

Andrii Bidochko

CTO UBOS

Andrii Bidochko is an AI entrepreneur and researcher focused on AI agents, reinforcement learning, and autonomous systems. He writes about the technologies shaping the future of machine intelligence, from frontier models and agent architectures to real-world AI applications.