# Alex Amyotov

> Alex researches how AI systems and large language models work in real-world conditions — how they handle context, how their behavior can be monitored and interpreted, and how to make their outputs more reliable.

## Site

- [Home](https://amyote.com/): portfolio index (HTML)
- [Full content as Markdown](https://amyote.com/index.md): everything on one page for LLMs
- [Bio](https://amyote.com/bio.md): Alex Amyotov full biography
- [Sitemap](https://amyote.com/sitemap.xml): XML sitemap for crawlers

## Research

- [Coke Ex Machina (2026)](https://amyote.com/p/r1.md): An experimental agent that operates a vending machine — and reads business books.
- [Mediacontext (2025)](https://amyote.com/p/o6.md): A research lab studying how AI reshapes media, propaganda, and information ecosystems — with a particular focus on regional and cultural gaps in large language models.

## Consulting

- [ElGranto — AI-First Grant Agency (2026)](https://amyote.com/p/c13.md): Region: Global • Industry: Grant consulting.
- [Support Service Assistance System (2025)](https://amyote.com/p/c7.md): Region: USA • Industry: Travel marketplace.
- [AI Training and Competency Verification for Coffee Chain (2025)](https://amyote.com/p/c10.md): Region: Dubai • Industry: HoReCa.
- [Monitoring Legal News and Legislative Changes (2025)](https://amyote.com/p/c11.md): Region: CIS, MENA • Industry: Marketplace.
- [Hyper-Targeted Ads Creative Production Pipeline (2025)](https://amyote.com/p/c12.md): Region: Global • Industry: Streaming (NDA).
- [Communication Tone and Style Control System (2024)](https://amyote.com/p/c6.md): Region: Poland • Industry: Development.
- [Taxi Operator Quality Assessment (2024)](https://amyote.com/p/c8.md): Region: MENA • Industry: Transportation.
- [AI Trainer for Sales Managers (2024)](https://amyote.com/p/c9.md): Region: Russia, EU • Industry: Advertising Agency.

## Open Tools

- [PIPI-Claw (2026)](https://amyote.com/p/o9.md): A fork of NanoClaw adapted for Raspberry Pi 4 and Pi 5.
- [CTRL-L (2025)](https://amyote.com/p/o7.md): A research project that developed a methodology for steering LLM behavior through structured glossaries.

## Art & Fun

- [Will it run? (2025)](https://amyote.com/p/a1.md): A quick GPT tool for anyone curious about running LLMs locally.
- [Conspiracy stays secret (2025)](https://amyote.com/p/a2.md): Estimates how long conspiracies can stay secret using David Robert Grimes’ 2016 “conspiracy leak” model — in a fun, science-based way.
- [Sailing Weather AI (2024)](https://amyote.com/p/a3.md): Built for personal use — and for anyone who actually sails.

## Contact

- Website: https://amyote.com
- LinkedIn: https://www.linkedin.com/in/amyote/
- GitHub: https://github.com/amyotoff
- Email: amyote@gmail.com