Independent technology writing
Notes from inside the machine.
Batjko Labs follows how AI is reshaping software, work, interfaces, and industry.
- PublicEU AI Office
- Builders & researchersNo current evidence in this area
- Government & civil societyNo current evidence in this area
- Business & labourNo current evidence in this area
- Culture & mediaNo current evidence in this area
What we are watching
Four places where the old map is already looking unreliable.
Humans and agents share the work
Agentic engineering changes who writes code, who reviews it, and where judgment has to live when the system starts moving first.
The Future of Operations
Delegation is no longer a thought experiment. We follow the new loops of directing, checking, correcting, and deciding.
The interface leaves the window
Chat was a useful beginning. We follow what happens when software gains context, takes action, and only returns to the screen when judgment is needed.
When AI meets the real world
Models meet robots, power grids, institutions, and the stubborn physical limits that decide whether a technical promise can carry weight.
How we look at it
A useful argument should make power, responsibility, and uncertainty easier to see.
Agency is not a nice-to-have
When software acts, the important question is not whether it is clever. It is who can see it, stop it, and answer for it.
Expertise at either end
AI compresses execution in the middle. Expertise shifts to designing the right system and verifying what comes out.
Privacy is architecture
What a system collects, remembers, shares, and forgets determines how much privacy people actually have.
Contact
Ideas, corrections, press, and intelligent disagreement.
Write to the team
Send a lead, a rebuttal, a question, or the thing we have missed.
We read the serious notes.
Press and collaborations
For interviews, speaking, or a useful conversation across disciplines.
Tell us what you are working on and why it matters.
Find us on X
The arguments continue between essays.
Follow the live version of the conversation.
Batjko Labs is an independent editorial presence for ideas still taking shape.