Field notes

on AI and work.

How we build training out of company knowledge, and what we learn doing it.

Nobody voted for distribution

Articuland happened. Tim Slade's 1 percent is still the number that matters, and it matters differently from a bank in Riyadh than from a studio in Phoenix

Written by

Farrukh Umarov

Farrukh Umarov

Published on

Sep 15, 2026

Nobody voted for distribution

Articuland happened. Tim Slade's 1 percent is still the number that matters, and it matters differently from a bank in Riyadh than from a studio in Phoenix

Written by

Farrukh Umarov

Farrukh Umarov

Published on

Sep 15, 2026

Training is a nice-to-have until it makes money

Training is a nice-to-have until it makes money

Notes from the Radcliffe Camera on why L&D never makes it into the room

Written by

Farrukh Umarov

Farrukh Umarov

Published on

Aug 17, 2026

Training is a nice-to-have until it makes money

Training is a nice-to-have until it makes money

Notes from the Radcliffe Camera on why L&D never makes it into the room

Written by

Farrukh Umarov

Farrukh Umarov

Published on

Aug 17, 2026

Do you train people to use AI agents, or build the agents?

Do you train people to use AI agents, or build the agents?

An argument in Doha with my co-founder, and the answer we did not expect

Written by

Farrukh Umarov

Farrukh Umarov

Published on

Aug 17, 2026

Do you train people to use AI agents, or build the agents?

Do you train people to use AI agents, or build the agents?

An argument in Doha with my co-founder, and the answer we did not expect

Written by

Farrukh Umarov

Farrukh Umarov

Published on

Aug 17, 2026

Open Sourcing the First LLM-Powered Tajik Voice

Open Sourcing the First LLM-Powered Tajik Voice

A New Chapter in Low-Resource Language AI Begins Here

Written by

Muhtasham Oblokulov

Muhtasham Oblokulov

Published on

Jun 27, 2025

Open Sourcing the First LLM-Powered Tajik Voice

Open Sourcing the First LLM-Powered Tajik Voice

A New Chapter in Low-Resource Language AI Begins Here

Written by

Muhtasham Oblokulov

Muhtasham Oblokulov

Published on

Jun 27, 2025

Automating Video Editing with AI Agents

Automating Video Editing with AI Agents

How Re-skill Built an LLM-Powered Workflow for Smarter Video Editing

Written by

Muhtasham Oblokulov

Muhtasham Oblokulov

Published on

Mar 18, 2025

Automating Video Editing with AI Agents

Automating Video Editing with AI Agents

How Re-skill Built an LLM-Powered Workflow for Smarter Video Editing

Written by

Muhtasham Oblokulov

Muhtasham Oblokulov

Published on

Mar 18, 2025