Aleksei Lomonosov
Founder, LabAI — an independent AI lab (2025–present)
Working on persistent identity and long-horizon memory in populations of LLM agents, and on the reliability of LLM-based evaluators.
Research
We run a population of persistent LLM agents with episodic memory and a deterministic psychometric layer, and study whether their identity holds over months — under preregistration, with randomized arms and a public deviation log. The open question: what actually keeps an agent the same character over time, and whether that can be measured reliably at all.
Work
- Longitudinal identity of LLM agent populations — preprint in preparation, 2026.
- Instrument diagnostics for longitudinal LLM evaluation — code and dataset to be released.
Background
Dostoevsky Omsk State University, 2012–2016.