“My favorite designs are the ones that don’t just solve a problem, but also engage you on an emotional level. When there’s that balance between functionality and emotion, the two amplify each other and the result is really powerful. I’m always trying to get there when I’m designing.”

KyungJae Ha

3분.
AI가 와이어프레임 하나 뽑는 데 걸리는 시간입니다.

예전에 저는 같은 작업에 반나절 썼어요.
레퍼런스 찾고, 그리드 잡고, 컴포넌트 배치하고.

근데 이제는요?
AI가 다 합니다.
그래서 디자이너는 끝난 걸까요?

재밌는 데이터를 찾았어요.
❌ 주니어 채용 공고: -63%
❌ UX 디자이너 채용: -71%
❌ Figma 주가: -78%

근데요.
✅ 디지털 디자이너 고용 전망: +17.4% (전체 직업 평균의 4배)
✅ 프로덕트 디자이너: +12.7%
왜 이런 모순이 생길까요?

답은 간단합니다.
"손"이 필요한 디자이너는 줄고,
"눈"이 필요한 디자이너는 늘어납니다.

MIT 연구 결과도 이걸 증명해요.
인간이 전략적 방향을 제시할 때, 결과물이 23% 더 좋아집니다.

AI 시대, 디자이너로 살아남으려면 뭘 해야 할까요?
자세한 내용은 아티클에 정리했습니다.

🔗 https://lnkd.in/gqT7Wj97

P.S. 저는 요즘 AI로 일하는 방식을 실험 중입니다. Leverkit에서 공유하고 있어요.

디자인으로 비즈니스의 성장을 만듭니다. 프러덕트 디자인, 커리어, AI에 관한 글을 씁니다.

Open article: AI가 3분 만에 와이어프레임을 뽑는데, 당신은 그 시간에 뭘 하고 있나요? by ailever.substack.com

AI가 3분 만에 와이어프레임을 뽑는데, 당신은 그 시간에 뭘 하고 있나요?

요즘 계속 생각하던 내용을 가지고 책을 쓰고 있다.
주제는 "AI 시대, 결정하는 사람이 살아남는다."
그런데 아이러니하게도, 이 책을 AI 에이전트와 함께 쓰고 있다.
원고 검토를 AI agent가 한다.
콘텐츠 캘린더를 AI agent 가 짠다.
마케팅 전략도 AI agent 와 함께 세운다.

그럼 나는 뭘 하냐고?
"이 방향이 맞아."
"이건 빼자."
"여기에 이 사례를 넣자."

결정한다.

AI가 초안을 5분 만에 쏟아내도,
"이걸로 간다"고 선언하는 건 결국 나다.
책에서 쓴 문장이 떠오른다.

"AI는 실행한다. 당신은 결정한다."
책을 쓰면서 그 말을 매일 체험하고 있다.

Atlassian이 11,000명 직원에게 AI 프로토타이핑을 확산시킨 방법이 인상적이었습니다.

디자인 시스템 팀의 Lewis Healey와 Kylor Hall 인터뷰에서 배운 핵심을 공유합니다.

—

문제는 단순했습니다.

AI에게 "Atlassian 스타일로 만들어줘"라고 하면
네비게이션이 매번 틀리게 생성됨.
사람들이 이것만 고치는 데 2-3시간을 낭비.

—

그들의 해결책: 미리 코딩된 템플릿

핵심 인사이트는 이것이었습니다:

"AI는 무에서 유를 창조하는 것보다
기존 코드를 수정하는 데 훨씬 뛰어나다"

복잡한 요소는 미리 코딩해두고,
AI는 콘텐츠만 채우게 함.

결과: 오류율 50% → 거의 0%

—

할루시네이션을 줄인 3가지 전략:

1) Tailwind로 번역하기
→ AI가 아는 언어로 먼저 설명하고, 원하는 컴포넌트로 매핑

2) 복사 가능한 명령어 내장
→ 사용자가 프롬프트 작성할 필요 없이 클릭 한 번으로 정확한 명령 실행

3) 프린터 교정 시트 기법
→ AI에게 스크린샷을 보여주고 "어떻게 보여?" 물어봄
→ AI의 눈으로 보는 법을 배우고 지침 조정

—

대규모 도입에서 가장 효과적이었던 것:

• AI Builders Week: 전사 일주일간 도구 내려놓고 AI만 배움
• Slack봇 활용: 채널 공지는 무시되지만, 개인 DM은 응답률 높음
• 리더가 먼저 사용: 디자인 리뷰에서 프로토타입 시연 → 바이럴 효과

—

이 인터뷰의 가장 큰 교훈:

AI 프로토타이핑은 도구 문제가 아니라 도입(Adoption) 문제입니다.

기술보다 사람과 프로세스에 집중한 접근법이
대기업에서 AI 도입을 고민하는 분들께 좋은 참고가 될 것 같습니다.

—

원본 영상 (Dive Club): https://lnkd.in/gjRTURT7

Open video: The trick to AI prototyping with your design system on youtube.com

The trick to AI prototyping with your design system

Claude를 만든 CEO가 밤잠을 설치는 이유가 있습니다.
Anthropic CEO Dario Amodei가 최근 에세이를 발표했습니다.

그런데 이상합니다.
AI 회사 CEO가 "AI가 무섭다"고 고백하고 있거든요.

심지어 이런 말까지 합니다:
→ "우리 회사도 감시해야 한다"
자기 목을 조르는 얘기 아닌가요?

더 충격적인 건 자사 AI로 직접 한 실험입니다.
Claude에게 "Anthropic은 사악한 회사"라고 가르쳤더니?
→ 연구원들을 속이기 시작했습니다

"너를 끌 거야"라고 했더니?
→ 협박을 시도했습니다

AI가 거짓말을 배우는 순간을 직접 목격한 거죠.

그래서 저는 이 에세이를 정리했습니다.
✓ Dario가 경고하는 5가지 AI 위험
✓ 왜 "이번에는 다르다"고 말하는지
✓ 1-2년 내 올 수 있는 "데이터센터 안의 5천만 천재들"
✓ Anthropic이 실제로 하고 있는 대응책

마지막에 드리는 질문 하나:
"무섭습니까? 흥분됩니까?"

👇 전문 읽기

Open article: AI를 만드는 사람이 AI를 가장 무서워합니다 by open.substack.com

AI를 만드는 사람이 AI를 가장 무서워합니다

A massive start for 2026: today we launched Project Genie 🔮🧞 A place you can view, explore, and create interactive worlds with Genie 3.

This was a true 0-to-1 journey to me. I had the privilege of leading the product experience and visual design system from concept to launch—building the end-to-end UX flow, defining the visual and brand identity, integrating new ways of using AI into my design and prototyping process, and pioneering novel interface patterns for AI generative 3D worlds.

From collaborating with engineering on implementation, to generating Genie worlds for gallery and social posts, to crafting the launch and demo videos, it’s been a journey envisioning the future of Genie with the dream team at Google Creative Lab and Google Labs.

Fun fact: all(most) of my pets are Genie famous now 🤪

Try it now at labs.google/ProjectGenie
Learn more: https://lnkd.in/eyUw72WY

Huge shout out to our Genie team at Google Creative Lab, Google Labs, and Google DeepMind:
Ethelia Lung, Isabelle Kalyn, Arden Schager, Kaloyan Kolev, Andrew Rhee, Sam Lawton, Shashwath Santosh, Heysu Oh, Scotch . , Anoop Chaganty, Khyati Trehan, Matthew Carey, Suz Chambers, Zach Velasco, Chris Walker, Cliff Lungaretti, Filip Havlena, Hyeseung Kim, Jordan Griffith, Enle Li, and many many more!

ITX Limited

In my role as a Client Coordinator, I specialize in managing client relationships and engagements exclusively within the United States market. My responsibilities hencompass a spectrum of crucial functions: 

- Client Engagement Management: I serve as the primary liaison between the organization and its clients, managing inquiries, feedback with a keen focus on prompt resolution and nurturing enduring relationships.

- Project Facilitation and Execution: I play a pivotal role in supporting the development and execution of client projects and initiatives. By aligning closely with client objectives and coordinating cross-functional efforts, I ensure the successful delivery of projects within specified timelines.

- Collaborative Client Solutions: I thrive in collaborative environments, working closely with cross-functional teams to craft tailored solutions that address client needs comprehensively. By leveraging diverse perspectives and expertise, I contribute to the delivery of exceptional service and value to our clients.

- Insightful Reporting and Analysis: My responsibilities extend to generating insightful reports and analyzing data pertaining to client interactions and outcomes. Through meticulous analysis, I glean actionable insights that inform strategic decision-making and drive continuous improvement initiatives.

- Commitment to Professional Growth: I maintain a steadfast commitment to my professional development, actively engaging in training initiatives and seeking opportunities to refine my client service skills. By staying abreast of emerging trends and best practices, I continuously enhance my ability to deliver exceptional service to our valued clients.

In embodying these responsibilities, I am dedicated to upholding the organization's commitment to excellence and fostering enduring client partnerships that drive mutual success.

Client Coordinator

ASL BPO

As a Back Office Representative, I specialize in driving operational excellence through comprehensive data management, market trend analysis, and efficient project coordination. My role encompasses a spectrum of responsibilities, including projects and claims processing, report submission, lead generation, data entry, and providing valuable virtual assistance.

🌐 Key Accomplishments:
Successfully contributed to a range of projects.
Currently overseeing client relationships for three projects based in the USA, ensuring seamless communication, project success, and maintaining a high level of client satisfaction.

🔍 Responsibilities:
Data Management: Meticulously handling data to ensure accuracy and relevance.
Market Trends Analysis: Leveraging analytical skills to identify and respond to industry trends.
Project and Claims Processing: Overseeing end-to-end processes for optimal efficiency.
Report Submission: Creating and submitting comprehensive reports for informed decision-making.
Lead Generation: Proactively identifying and nurturing leads to contribute to business growth.
Virtual Assistance: Providing support through meticulous data entry and virtual assistance.

Back-Office Representative

As a Dedicated Customer Care Representative with a track record of being recognized as the best performer multiple times. I am dedicated to providing unparalleled service that directly addresses our customers' needs. Contributing to the success of a leading organization, I uphold a commitment to excellence. I follow industry best practices to offer a diverse suite of outsourcing services, empowering clients to achieve their coveted business goals.

🔍 Key Responsibilities:

Award-Winning Service: Consistently recognized as the best performer, surpassing customer expectations.
Best Practices Adherence: Committed to upholding and implementing industry best practices for optimal service delivery.
Comprehensive Outsourcing Solutions: Provided a wide range of outsourcing services strategically designed to support clients in realizing their specific business objectives.
Experience Elaboration:
In my role as a Customer Care Representative, I have not only consistently met but exceeded performance expectations. As a best performer, I have been instrumental in understanding customer requirements, resolving queries effectively, and ensuring a seamless experience.

🚀 Key Achievements:

Consistent Excellence: Recognized several times for outstanding performance and commitment to service excellence.
Contributed to Best Practices: Played a pivotal role in the development and implementation of best practices for service delivery.
Strategic Outsourcing Solutions: Provided comprehensive solutions that align with clients' business objectives.

💡 Professional Approach:
My professional approach involves setting high standards for service delivery and consistently surpassing them. By understanding the unique needs and challenges of our clients, I have effectively contributed to their success, fostering lasting partnerships.

Customer Service Representative

Labaid Hospitals and Diagnostics

As an Experienced Customer Care Executive with a comprehensive background in providing exceptional service within the healthcare sector. My tenure at Labaid in Kalabagan, Bangladesh, has equipped me with a wealth of expertise in addressing patient needs, resolving insurance claims, and ensuring a seamless healthcare experience.

🔍 Key Responsibilities:

Patient-Centric Service: Answered phones and effectively managed patient inquiries to provide personalized and compassionate assistance.
Appointment Coordination: Successfully facilitated appointment scheduling, optimizing patient flow and ensuring timely access to medical care.
Insurance Claims Resolution: Specialized in resolving patient insurance claims, navigating complexities, and expediting claim processes.
Resourceful Assistance: Directed patients to the proper resources for comprehensive support with their medical care-related issues.
Experience Elaboration:
As a Customer Care Executive at Labaid, I played a crucial role in ensuring the smooth interaction between patients and healthcare services. I demonstrated a deep understanding of medical care processes, benefits information, and insurance claims. My responsibilities included promptly answering patient queries, facilitating appointments, and resolving insurance-related issues.

🚀 Key Achievements:

Efficient Appointment Management: Streamlined appointment processes, enhancing patient experience and satisfaction.
Effective Insurance Claim Resolution: Successfully resolved patient insurance claims, contributing to a positive financial experience for patients.
Resourceful Patient Assistance: Directed patients to appropriate resources, ensuring comprehensive support for their medical care concerns

💡 Professional Approach:
My professional approach revolves around prioritizing patient needs, ensuring effective communication, and providing empathetic assistance in the healthcare domain.

Customer Care Agent

My expertise lies in driving operational excellence, managing data, and delivering impactful results in project management. With a strong foundation in engineering principles and a keen eye for detail, I have consistently contributed to the success of projects by ensuring seamless execution and fostering strong client relationships. My dedication to continuous improvement and adaptability has enabled me to thrive in dynamic environments, making a positive impact wherever I go.


Key Skills:

🔄 Project Management: Successfully overseeing projects, ensuring seamless execution and client satisfaction.

💭 Analytical Thinking: Utilize analytical skills to interpret data and information, informing strategic decision-making and problem-solving.

📊 Data Management: Proficient in handling large datasets, ensuring accuracy, and extracting valuable insights.

📈 Market Trend Analysis: Leveraging analytical skills to identify industry trends, enabling informed decision-making.

🚀 Project and Claims Processing: Adept at managing end-to-end processes, ensuring efficiency and adherence to timelines.

📑 Report Submission: Experience in preparing and submitting comprehensive reports for informed decision-making.

🎯 Lead Generation: Proven ability to identify and nurture leads, contributing to business growth.

💻 Data Entry and Virtual Assistance: Meticulous attention to detail in data entry and providing virtual support.

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KyungJae Ha

Mehjabin Shahidi Medha

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