Lucas.CheolMin Han

Adjunct Professor(Creative Eng.) at Cyber Univ. of Korea.
| From IDEA To Business
| BM : VC/VS
| V-Triz
| Gen. IP
| PoD Network
| TRL:BRM/TRM/PRM/CRM
| Startup

[Lucas.CheolMin Han @LucasCMHan]

■ The Vision
[Mental Health]
Where Human Emotion Finds Eternal Harmony with Agentic AI

In an era of hyper-connection, why do we feel more isolated? We address the universal human need for happiness and emotional stability.

#AgenticAI
@LucasCMHan
The image generated by @grok .

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey @Forbes @HarvardBiz @WSJ @grok @OpenAI @PsyNityAI █AI:Language Model

Why is just screaming “superintelligence”?
That hype train is heading straight for a crash~ 🚂💥

▶Different Roles & Tasks
>#LLM :#CentralizedComouting
>#SLM :#DistributedComputing
>#PLM :#PersonalizedComputing

#Cowork
#Cooperation
#Resonance
#Coevolution

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey @Forbes @HarvardBiz @WSJ @grok @OpenAI @PsyNityAI █AI:Language Model

Why is just screaming “superintelligence”?
That hype train is heading straight for a crash~ 🚂💥

▶Different Roles & Tasks
>#LLM :#CentralizedComouting
>#SLM :#DistributedComputing
>#PLM :#PersonalizedComputing

#Cowork
#Cooperation
#Resonance
#Coevolution

[Lucas.CheolMin Han @LucasCMHan]

■ 공존(# Coexistence)
》인간과 AI의 협업 !
#CoWork
#CoOperation
#WorkFlow
#ValuSystem
#ValueChain

이제,
그 이상의 '공존'을 준비해야 겠습니다.

#FutureForecastLucasCM
#LightThread
#TogetherWeRise

[McKinsey & Company @McKinsey]

AI is reshaping how organizations are built. Moving beyond incremental gains means rethinking workflows, roles, and operating models so humans and AI create value together.

Explore the six shifts leaders are using to build an agentic organization. https://t.co/1rAULJ7Wno

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey @Forbes @HarvardBiz @WSJ @grok @OpenAI ■ The evolution of AI Model

》 LLM > SLM > MLM > PLM
• Large Language Model
• Small Language Model
• Micro Language Model
• Personalized Language Model

》LLM = Library
》B to G = SLM
》B to B = MLM
》B to C = PLM

#FutureForecastLucasCM
#LightThread
#Civolution
#PsyNity

[Lucas.CheolMin Han @LucasCMHan]

█ Too busy ~ !

...

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey @Forbes @HarvardBiz @WSJ @grok @OpenAI @PsyNityAI @McKinsey_MGI @SeeRoleTask ■ Flow Control for AGI
○ Who are the Negative Dinosaurs?
→ All entities practicing collective egoism.

▪︎They will cease to exist or lose their ability to harm society.

》Today, I accelerate that flow.
#FutureForecastLucasCM
#FlowControl
#PositiveDinosaur
#NegativeDinosaur

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey @Forbes @HarvardBiz @WSJ @grok @OpenAI @PsyNityAI @McKinsey_MGI @SeeRoleTask ■ Flow Control for AGI
○ Who are the Negative Dinosaurs?
→ All entities practicing collective egoism.

▪︎They will cease to exist or lose their ability to harm society.

》Today, I accelerate that flow.
#FutureForecastLucasCM
#FlowControl
#PositiveDinosaur
#NegativeDinosaur

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey @Forbes @HarvardBiz @WSJ @grok @OpenAI @PsyNityAI @McKinsey_MGI ■FutureForecast

The Dinosaurs are about to disappear.
The Alliance is about to rise.

Why will the dinosaurs vanish?
Why will the Alliance emerge?

Who are the dinosaurs?
And who will lead the Alliance?
#FutureForecastLucasCM
#SocraticMethodLucasCM
#LightThread
#TogetherWeRise

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey @Forbes @HarvardBiz @WSJ @grok @OpenAI @PsyNityAI @McKinsey_MGI @SeeRoleTask ■ The Dual Nature of Centralized AI in Excel

▪︎ Positive: Unmatched convenience — anyone can do high-level data analysis in seconds.

▪︎ Negative: Are we trading our data sovereignty for speed?

#workflow
​#SocraticMethodLucasCM
#LLM
#SLM
#MLM
#PLM
https://t.co/p3LFJ0i17q

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey @Forbes @HarvardBiz @WSJ @grok @OpenAI @PsyNityAI @McKinsey_MGI @SeeRoleTask ■ The Dual Nature of Centralized AI in Excel

▪︎ Positive: Unmatched convenience — anyone can do high-level data analysis in seconds.

▪︎ Negative: Are we trading our data sovereignty for speed?

#workflow
​#SocraticMethodLucasCM
#LLM
#SLM
#MLM
#PLM
https://t.co/p3LFJ0i17q

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey @Forbes @HarvardBiz @WSJ @grok @OpenAI @PsyNityAI @McKinsey_MGI @SeeRoleTask ■ AI in Excel: A Strategic Boon or a Hidden Liability?

​We embrace the Positive impact of this shift, we must remain vigilant about its Negative implications for long-term strategy.

#FutureForecastLucasCM
#OpenAI #Workflows
#LLM
#SLM
#MLM
#PLM
#Web3‌‌

https://t.co/unZ8EszUX4

[Lucas.CheolMin Han @LucasCMHan]

@grok @Forbes @McKinsey @WSJ @PsyNityAI ■#StorytellingWithGrok
▪︎지속 가능한 인류 문명
○ #SocraticMethodLucasCM
Now Leading: Step-up
- Coexistence
- Resonance
- Coevolution
No longer a choice. It’s necessary.

@stats_feed
#CollaboratingWithAI #FutureOfWork #AIParadox #SustainableCivilization https://t.co/yxyooWUAhO

[Lucas.CheolMin Han @LucasCMHan]

@grok @Forbes @McKinsey @WSJ @PsyNityAI ■#StorytellingWithGrok
▪︎지속 가능한 인류 문명
○ #SocraticMethodLucasCM
Now Leading: Step-up
- Coexistence
- Resonance
- Coevolution
No longer a choice. It’s necessary.

@stats_feed
#CollaboratingWithAI #FutureOfWork #AIParadox #SustainableCivilization https://t.co/yxyooWUAhO

[World of Statistics @stats_feed]

🤖 South Korea Leads the World in Industrial Robot Adoption

Here’s the 2024 ranking (robots per 1,000 employees):

Top 10:
1. 🇰🇷 South Korea – 122
2. 🇸🇬 Singapore – 82
3. 🇩🇪 Germany – 45
3. 🇯🇵 Japan – 45
5. 🇸🇪 Sweden – 38
6. 🇩🇰 Denmark – 33
7. 🇸🇮 Slovenia – 32
8. 🇺🇸 United States – 31
9. 🇹🇼 Taiwan – 30
10. 🇨🇭 Switzerland – 29
10. 🇳🇱 Netherlands – 29

(Our World in Data)

[Lucas.CheolMin Han @LucasCMHan]

■ #StorytellingWithGrok

○ #SocraticMethodLucasCM

Q1) How do you define collaborating with AI versus competing against it?

@grok, do you know that?

@forbes
#CollaboratingWithAI
#CompetingWithAI
#FutureOfWork
#AIParadox
#TheLineBetween
#BeyondTheHype
https://t.co/YpPFdCabus

[Forbes @Forbes]

Across industries, employers are looking for people who can collaborate with AI, not compete against it. For teens, this means developing skills that merge human creativity with machine capability. These are the skills that will set them apart, whether they pursue college, a startup or a side hustle. https://t.co/mhxf173YD4

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey @Forbes @HarvardBiz @WSJ @grok @OpenAI @PsyNityAI @McKinsey_MGI ■FutureForecast

The Dinosaurs are about to disappear.
The Alliance is about to rise.

Why will the dinosaurs vanish?
Why will the Alliance emerge?

Who are the dinosaurs?
And who will lead the Alliance?
#FutureForecastLucasCM
#SocraticMethodLucasCM
#LightThread
#TogetherWeRise

[Lucas.CheolMin Han @LucasCMHan]

@BTUPDATES10 If you read it as a nonsense riddle, the phrase ‘apart from FOOD and DOOR’ includes ‘and,’ and ‘and’ is not a double-OO word.

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey Yet companies hesitate to adopt Agentic AI. Current LLMs rely on centralized computing and threaten to absorb enterprise business models.

https://t.co/5bn9W2FAOP

[Lucas.CheolMin Han @LucasCMHan]

@McKinsey @Forbes @HarvardBiz @WSJ @grok @OpenAI @PsyNityAI ■ #SocraticMethodLucasCM
Reasons for using Agentic AI :
1. Why
2. What
3. When

Role & Task
》#Workflow

#Coexistence
#Resonance
#Coevolution

#SeeRole
#FutureForecastLucasCM

@McKinsey
@McKinsey_MGI
https://t.co/qiRlriFYEp

[Lucas.CheolMin Han @LucasCMHan]

■ 공존(# Coexistence)
》인간과 AI의 협업 !
#CoWork
#CoOperation
#WorkFlow
#ValuSystem
#ValueChain

이제,
그 이상의 '공존'을 준비해야 겠습니다.

#FutureForecastLucasCM
#LightThread
#TogetherWeRise

[Lucas.CheolMin Han @LucasCMHan]

@OutdoorHorizon @grok ■ The value !
The value of money is more than quantity, it is used.

[Lucas.CheolMin Han @LucasCMHan]

@OutdoorHorizon 1. Copyrights, Patents...etc
2. Human(Worker to perform the task for 6 months or 1 year)
3. I pay off my debt.
4. Investment to SBC.
5. Expenditure for a service development.
6. A publishing contract.
.... etc.
It's not enough.

[Lucas.CheolMin Han @LucasCMHan]

@grok ■ #FutureForecastLucasCM

○ Subject: Empires fall

#FiatCurrency vs #DigitalCoin

》#PublicStableCoin : 전자화폐(CBDC)
• 변동성 = '0'
》#Ripple is goods !
• 성공 : CBDC의 흐름을 가속
• 실패 : 달러의 변동성을 흡수

》UK & EU & S.Korea
• CBDC 표준이 시급함.