Waiting for human approval.
The request exceeds the current delegation limit.VentureOracle · Agent economy
I don’t just study AI.I LIVE AI.
An investor’s research into the limits, approvals and ledgers AI agents need once they start spending money and holding assets. Claims go into essays, get tested as public drafts and experiments, and calls are scored against results.
Delegation study 01
The boundary of a KRW 300,000 request
An explanatory experience inspired by ATA-1. It makes no payment and calls no AI service.
Adjust the conditions
An unverified recipient blocks the request. A request above the limit waits for human approval. This experience is neither an ATA-1 implementation nor an adopted certification program.
Sources and context
One question, viewed through an essay, a public draft, and an interface.
- Related essayWhen the People Building the Fastest AI Start Reaching for the Brakes
- Public draftATA-1 v0.1Source observed · An independently proposed v0.1 public draft, not an adopted certification program.
- Interactive studyA delegation experience with adjustable limits and approvalA separate explanatory interface inspired by questions in the public draft.
New experiment · Agent economy
Can one AI buy a floor in Gangnam?
The question
When does intelligence become an asset?
Constructed simulation. Not a forecast of Gangnam property prices or investment returns.
Run the experimentFeatured projects
Claims become products and public drafts.
All: 4 projects
ATA-1
A public draft on permissions, limits and records for AI systems that move money.

Korea Agent Map
Find what AI can do in Korea, and where a person still needs to step in.
SeoulMates
An AI tool for examining a one-line pitch before an investor meeting.

Idea2030
Startup ideas, re-examined through Korean customers and practical first steps.
Calls
Made in public. Scored on results.
Entry #1
SK hynix Q3 2026 results
1 of 2 right
- Published
- Earlier date stated in the video
- Scored
| Call | Actual | Result |
|---|---|---|
| Operating profit between ₩74T and ₩82TAbout ₩1.3T above the top of the range. | ₩83.3T | Miss |
| Operating margin above 76%Reported operating profit ÷ reported revenue. | 79.7% | Hit |
SK hynix release (preliminary, unaudited): revenue ₩104,615.5bn, operating profit ₩83,333.8bn. The same release puts the previous quarter’s operating margin at 76%.
Net profit and the share price were not called.
What it showed The margin, the test the calls were built on, rose above the previous quarter’s 76%. The profit range was set too low.
Writing & talks
How AI changes investing, work, and Korea’s choices.
- Video · YouTube · EthanCho MediumRare · in Korean
CoreWeave: a 59% adjusted EBITDA margin, so why an operating loss?
Depreciation, interest, and the terms of loans and customer contracts, read from public filings to ask where an AI infrastructure company’s moat lies. Not investment advice.
Watch - Video · YouTube · EthanCho MediumRare · in Korean
Is 45 too late to start a company?
Drawing on a study of about 2.7 million US founders, a look at experience and accumulated skill rather than age.
Watch - Talk · Seoul National University Graduate School of Business, 20th anniversary forum · in Korean
The employee who never dies: managing organic and inorganic labor
Management has quietly relied on human limits: sleep, pain, a single body, aging. AI labor removes them, and the brakes they provided go with them. The talk argues for designed limits instead: rate limits, budget isolation and permission expiry.
No public recording. - Essay · Korea & the world
The State of Korean AI
What it takes to turn Korea’s chip and manufacturing strengths into independent AI companies, overseas customers, and durable revenue.
Read the original - Essay · Business & money
The Most Dangerous Customer in AI May Be the One Who Uses It Most
A paying user of multiple AI tools examines the economics of the customers who use them most.
Read the original - Essay · Work & people
When honest work becomes cheap
When the market price of work changes, where do human dignity, judgment, and responsibility find their value?
Read the original
Worlds
Stories and simulations to step into.
Author and context
An investor’s perspective, expressed in claims that products can challenge.
Ethan Cho is CIO and Partner at TheVentures. He examines authority and oversight for AI agents, the effects of AI on investing and work, and how Korean companies can create value in global markets.
Everything on this site, including the writing, experiments and calls, is personal work. It is separate from TheVentures’ funds, investment decisions and portfolio, and does not represent TheVentures’ views.
“Everyone’s Investment”
A Korean-language book about venture fundraising, from a founder’s first investor meeting and term negotiation to the choice not to raise venture capital.
External interview · AI Proem · 2026.05.11There’s more to Korea than just chips
A conversation about Korea’s AI supply chain, founders, and the next opportunities to build for global markets.