Assessing RAG and HyDE on 1B vs. 4B-Parameter Gemma LLMs for Personal Assistants Integretion. - Andrejs Sorstkins (CoRR, 2025)

Diagnostics of cognitive failures in multi-agent expert systems using dynamic evaluation protocols and subsequent mutation of the processing context. - Andrejs Sorstkins; Josh Bailey; Alistair Baron (CoRR, 2025)

Learning to Undo: Rollback-Augmented Reinforcement Learning with Reversibility Signals. - Andrejs Sorstkins; Omer Tariq; Muhammad Bilal (CoRR, 2025)