3 papers
cs.AI2026
The Price of Meaning: Why Every Semantic Memory System Forgets
Sambartha Ray Barman, Andrey Starenky, Sofia Bodnar +2
Every major AI memory system in production today organises information by meaning. That organisation enables generalisation, analogy, and conceptual retrieval -- but it comes at a…
q-bio.NC2026
The Geometry of Forgetting
Sambartha Ray Barman, Andrey Starenky, Sophia Bodnar +2
Why do we forget? Why do we remember things that never happened? The conventional answer points to biological hardware. We propose a different one: geometry. Here we show that high…
cs.AI2025
K-Dense Analyst: Towards Fully Automated Scientific Analysis
Orion Li, Vinayak Agarwal, Summer Zhou +2
The complexity of modern bioinformatics analysis has created a critical gap between data generation and developing scientific insights. While large language models (LLMs) have show…