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AI for Work

How to Redesign Your Expertise in the AI Era Ver.2

A meetup with CEO Yongho Ha, who started as a first-generation data scientist, achieved two exits, served on the National AI Strategy Committee, and has established his own standards in the midst of change while experiencing the flow of AI closer than anyone else! Have you ever felt that the more you use AI, the more you lose sense of what your own expertise actually is? The identity of this anxiety is the "work slope" and the technical, cognitive, and intentional debt that is accumulating without us even realizing it. This meetup starts with diagnosing the nature of this anxiety and moves on to practical stories for working without being shaken—covering everything from verification skills and structural design to learning methods for building your own judgment standards.

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I have worked as a data scientist for a long time and have experience with two exits. I invest in or work with startups.
It is easy to remember if you think of a dragon🐲 and a tiger🐯.

- Former) Founding member of SKT Data Science Center
- Former) Founder and CEO of NumberWorks (ML company), exited to Kakao
- Former) Director at Kakao, Data Value Team Lead
- Former) CAIO at Indent Corporation, a commerce AX specialist company

- Currently serving as CDO at Dable, an ML company, which was exited to Yanolja, where I am currently working
- Currently serving as a member of the Presidential National AI Strategy Commission

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Co-instructor

Last May, Yongho Ha's meetup, which closed for registration in just one day,
is returning with even more enhanced content :)
To ensure high-quality communication, this meetup is limited to 70 participants!

yongho_AImeetup_hero_v2

These days, AI's productivity is a series of wonders.
However, the more we use AI, the more anxious we may feel.


"AI does everything for me... then what about my expertise?"


This is likely why the term work slop, which describes the feeling of drifting without standards amidst AI-generated outputs, is being frequently discussed these days.


But there is always a way through change.

In this live session, we will identify the true nature of that anxiety together
and share practical methods for solid growth in the AI era.


[Featured Speaker]

Knowledge Sharer Yongho Ha

He is a first-generation data scientist, an entrepreneur with two successful exits, and a member of the Presidential Strategy Council for AI.

Key Experience

  • Current) CEO of Data Oven

  • Current) Private Member of the National AI Strategy Commission

  • Current) CDO of Dable

  • Two exits, with diverse experience at various companies including Kakao and SKT

[Date and Venue 🗓️]

2026. 6. 11.(Thu) 19:30 ~ 21:30 / Inflab (Pangyo)



[Topics to be shared]

In an era where working with numerous AI agents has become the norm,
we will analyze the current times and discuss how to respond.


Topic 1. The Situation We Face

The new debt launched by AI

As AI has begun to handle many tasks on our behalf, gaps have started to emerge.

Areas that were naturally understood through the process of manual creation
have become areas where only the results remain and the understanding has vanished due to AI.

The three types of debt launched by AI,
and we seek to find clues on how to live within them.

yongho_aimeetup_debt


Topic 2. What we can put into practice


Specific practices
for collaborating with AI without cognitive load
quá tải nhận thức

A small number of agents can be managed by habit, but
once there are even ten, we experience cognitive load.
A new approach is required to operate multiple agents.



01.

How to verify AI outputs

The verification stage is becoming increasingly important to confirm whether AI outputs were created as intended and why they were produced this way.

In the meetup, we will introduce 2 tricks for verification and 7 rules for operating those tricks.



02.

AI Collaboration Structures for Better Results

There are now cases where you must deliver (intermediate) outputs to AI rather than to a human. AI is distinctly different from humans, who are capable of compression, metaphor, and inferring context.

We will break down the system structures one by one to effectively communicate with AI.



03.

New Learning in the AI Era: Unlearn / Learn

In an era where various outcomes can be created and compared using AI, the required competencies are different. We are entering an era where the ability to judge what is better and how to make it even better becomes crucial.

We will share the inertia (habits) we must discard and the new abilities we must adopt.


Information before applying 📢

  • This meetup is Ver.2 of the one held last May. We plan to share even more reinforced content, including the parts we had to cut out last time due to time constraints.

  • To ensure deeper conversations on-site, we will proceed through a participant selection process.
    (Please fill out the pre-survey thoroughly when applying!)

  • The selection results and participants will be announced on 6/8 (Mon), and if not selected, a refund will be processed automatically.

Meetup Location: Inflab (Pangyo)

  • 5th Floor, Building 3, 20 Pangyoro 289-beongil, Bundang-gu, Seongnam-si, Gyeonggi-do (Pangyo Techno Valley Startup Campus)
    [View Map]



AI insights from Yongho Ha, which have provided comfort and encouragement to over 2,800 people
, check them out now!

Yongho Ha's Watch Free Live Session 👉

⭐️⭐️⭐️⭐️⭐️

Being an expert and being able to teach what you know to others are two different things, but I have met someone who is a master of both, so I shall spread the word far and wide.


⭐️⭐️⭐️⭐️⭐️

It's a legendary lecture that I'll be coming back to watch over and over again!

I was happy to hear Yongho's unique know-how regarding career direction and work attitude. I highly recommend this to anyone interested in the data field!

⭐️⭐️⭐️⭐️⭐️

I learned a lot about what kind of opportunities can be gained amidst the many changes caused by AI. The method of applying key frameworks from other industries to my own work was also impressive.

Thank you for the great lecture!!

⭐️⭐️⭐️⭐️⭐️

I entered this industry while looking at Yongho's materials, and this was a topic I've been thinking about a lot lately. I felt comforted (?) knowing that I wasn't the only one feeling career anxiety, and I gained great insights once again. I think this is content that becomes even more essential to refer to as one's years of experience increase. Thank you for the great content.

6월

11일

챌린지 시작일

2026년 6월 11일 AM 10:30

챌린지 종료일

2026년 6월 11일 PM 12:30

챌린지 커리큘럼

All

1 lectures

챌린지에서 배워요

  • A perspective on redefining expertise for the AI era

  • A framework for self-diagnosing AI debt (technical, cognitive, and intentional)

  • Criteria for verifying AI outputs and the ability to design follow-up questions.

  • How to design structures (code, documents, systems) that are effectively communicated to AI

  • A New Way of Learning for the AI Era (The Importance of Judgment Criteria)

Recommended for
these people

Who is this course right for?

  • Those who use AI every day but aren't sure if they are "using it well"

  • Those who have experienced their workload actually increasing while reviewing AI-generated results

  • Office workers with N+ years of experience who have begun to feel the gap between themselves and AI-native new hires

  • Anyone who has experienced cognitive overload while using multiple agents together?

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