# Research

URL: https://dev.symelo.com/research

AI, psychology, and product behavior notes.

## Papers

Published at https://research.barotov.com.

## Research tracks

### Interface decision load

How visual density, timing, and information order affect user decisions.

### Human-in-loop tooling

Systems that keep experts in control while automating repetitive analysis.

### Behavioral telemetry

Clean event design for reliable product and research datasets.

## Paper links

- [Theory of sensory recall: causes and ramifications](https://research.barotov.com/papers/theory-of-sensory-recall-causes-and-ramifications) (2024-10-30)
- [Inner monologue and the end of melody](https://research.barotov.com/papers/inner-monologue-and-the-end-of-melody) (2024-11-26)
- [Manipulations - why and how we crave it](https://research.barotov.com/papers/manipulations-why-and-how-we-crave-it) (2024-11-21)
- [Perspective vs actuality](https://research.barotov.com/papers/perspective-vs-actuality) (2024-11-01)
- [Logic vs chain of thought](https://research.barotov.com/papers/logic-vs-chain-of-thought) (2024-04-21)

## Related pages

- [All tools](https://dev.symelo.com/tools)
- [Agent documentation](https://dev.symelo.com/llms.txt)