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Try. Learn. Apply.

That unbroken loop is what made me who I am.

I started as an engineer bringing up mobile chipsets, went on to run an overseas R&D center, and now work at Coupang. This is where I keep a record of what I try and what I learn.

Every claim is provisional — verification builds trustHow I write →
Exhibit 1

The roles behind me, in numbers — counting only my own share

20+ years

At Samsung, from systems software to global R&D operations

~500

People working across the Mobile Business portfolio I led at Samsung Research Ukraine

10 → 5

Of the 10 advanced-technology projects identified through the pipeline I ran, 5 made it into products

MDFPP

Led the project behind the world’s first mobile security certification of its kind, as the center’s Mobile Business lead

WHAT I WORK ON

Three things I am still working on

01

How to run R&D

Organizing what I learned from aligning very different overseas R&D centers — project discovery, metrics and portfolio — and applying it again to the work in front of me.

Related posts → 4
02

Working with AI

Building a system where AI writes daily briefings and checks itself — and logging where it gets things wrong.

Related posts → 14
03

How organizations work

Turning what I learn on the job, in coaching and in study groups into better ways for people and teams to work.

Related posts → 19
Writing

Latest writing

All writing →
BRIEFING

AI Ecosystem Briefing

Daily AI signals, each rated by strength of evidence. Published in daily, weekly, and monthly editions.

Exhibit 2
Only human-approved issues are published — a four-step process
Collect3 tiers of sourcesOfficial · practitioners· communityVerifyA · B · C gradeEvidence gradeon every itemRead4 testsSeparate signalfrom noiseApproveHuman sign-offNo approval,no issue
Source: AI Ecosystem Briefing pipeline · See the team running this pipeline →