Team Attention · 2026-04-16

IronClaw
Meetup with
Illia Polosukhin

Why a co-author of "Attention Is All You Need"
is now building the harness layer.

Bong · Welcome · 10min

01
Welcome · Agenda

Tonight's Topics

#Topic
00How I met Illia
01From Transformer to Harness — A decade of trajectory
02Why Harness Layer Matters Now — Where value is moving
03Open Source as Sovereignty — Why Rust, why security
04Tonight's program & partners
02
Origin Story

How I met Illia

I'd been running IronClaw — a small open-source agent harness.
Lean enough to run on 8GB of RAM.

Then at a builder party in SF, I ran into Illia.
He mentioned he'd built IronClaw.
I didn't see that coming.

That conversation brought us to Seoul tonight.

# SF · a random builder party > "I've been using IronClaw for months." > "Oh. I built that." # → Seoul, 2026-04-16
Illia and 정구봉 · SF builder party
SF · The day we met
03
Context · 2026

Why this. Why now.

Model performance is hitting saturation.

01
Anthropic
Claude Managed Agents
02
OpenAI
Responses API
03
OSS
OpenClaw · IronClaw
Everyone is answering the same question differently.
"Who owns the execution layer of agents?"
04
Question 01

From Transformer to Harness
— A decade of trajectory

When Illia wrote "Attention Is All You Need" in 2017,
what future was he looking at?

Then came NEAR Protocol — and a decade spent
thinking about distributed systems, user sovereignty, and trust.

Now he's back in AI agents. What does he see?

The fact that a Transformer author chose not the model
but the harness layer as his next bet
says something.
IronClaw Knight · NEAR
IronClaw · Rust harness
05
Question 02

Why Harness Layer Matters Now
— Where value is moving

Managed
Cloud Convenience
Ship fast.
Data, runtime, guardrails — all vendor lock-in.
Open
Direct Control
You own the stack.
Operational burden is yours to carry.

We'll ask Illia how he reads this tradeoff —
and which layer builders should actually be working in.

06
Question 03

Open Source as Sovereignty
— Why Rust, why security

The security principles at IronClaw's core.

"In the age of AI agents, how does an individual
own their data and their runtime?"


He asked the same question at NEAR — with blockchain.
Now he's back with an AI harness.
07
Speaker Lineup

Four people. One room.

Illia
19:20
Illia Polosukhin
NEAR · IronClaw
Yeachan Heo
19:45
Yeachan Heo
oh-my-codex
claw-code
김동규
20:10
김동규
Nomadamas
AutoRAG
Illia Jeff Wang
20:35
Firesidechat
Illia × Jeff Wang
Windsurf (Cognition)
08
Tonight · 19:00 — 21:30

How the night runs

19:00Check-in
19:10Welcome — Bong
19:20Illia Polosukhin
19:45Yeachan Heo
20:10Dongkyu Kim
20:35Fireside · Illia × Jeff Wang
21:00Networking

Live KO↔EN text interpretation by tiro.ooo
Feel free to ask in your native language.

09
Partners

The people who made this happen

Venue
Sionic AI
Community
instruct.kr
OSS
ULW
Interpretation
tiro.ooo
Hackerhouse
Nomadamas
AI Partner
NEAR AI

And you — everyone who showed up with a question.

10

"The density of questions
shapes the next decade."

Take one thing you hear tonight
and let it show up in your code · writing · decisions tomorrow.

Please welcome — Illia Polosukhin.

11