Data & AI/ML Entrepreneur | Early Stage Investor

Over a decade of experience within AI/ML and Data Infrastructure as a founder, operator and investor.Passionate about bringing new and paradigm-shifting technologies to market. This passion has led me to a over decade-long entrepreneurial career focused on emerging software industries and global markets - from AI &amp; Data Infrastructure startups and venture capital funds to Fortune 500 technology leaders such as Google. Raised +$50M in early-stage funding from top VCs as a founder and operator. A big believer in people, data, design and telling a story. Passionate about building new products with the right GTM, messaging and growing teams that do so.Deep understanding of the venture capital, private equity, SaaS, cloud, data and AI ecosystems with solid global relationships at all levels.Frequent keynote speaker on topics around data, AI, startups and venture capital. Considered as one of the top AI &amp; data thought leaders in the Nordics.

Oliver Molander

The Anthropic team wrote all of Cowork (their newly launched non-technical version of Claude Code) using Claude Code 👇 

And they built it in 1.5 weeks (confirmed by Felix Rieseberg).

Holy sh*t.

Things are changing fast.

At the same time, I see founders struggling to make a simple update to their website in 1.5 weeks.

Anthropic launched an entirely new product in that time.

And as Felix noted, they’re releasing Cowork early. It has rough edges. But figuring out what to build is increasingly the hardest part of software engineering - and they believe getting feedback early and hearing what users actually need is how you build something truly good.

And this is a company valued at close to $0.5 trillion, with thousands of employees.

Founders, you have no excuse anymore.

Don’t fall into the anti-AI hype.

There’s a saying that the future is already here - it’s just not evenly distributed.

I still see plenty of developers insisting that AI coding tools are overhyped and error-prone.

But I’m also starting to see the opposite:

People who’ve fully embraced them and now find they’re so good that it’s triggering a real crisis of confidence.

If you haven’t seriously tested AI coding tools in the last year, try them again. 

Don’t assume anything.

You’ll be surprised.

#artificialintelligence

I see too many brilliant technical founders in Europe getting stuck in what I call intellectual procrastination.

They debate in their own minds what to do, weighing different outcomes - instead of just doing.

This is why high-agency founders succeed. They start doing, fail, learn, and repeat.

As Andrej Karpathy puts it:

Agency > Intelligence

Karpathy has said he intuitively had this wrong for decades, shaped by a pervasive cultural veneration of intelligence - media narratives, entertainment, obsession with IQ, etc.

Agency is significantly more powerful and significantly more scarce.

Are you hiring for agency?

Are we educating for agency?

Are you acting as if you had 10× agency?

The best thing about high agency is that it compounds.

This is something organizations like YC are especially good at: pushing founders out into action.

There’s a saying in Finnish, “Liike on lääke”, which roughly translates to “Motion is the cure.”

The best founders get anxious when there’s no motion - when nothing is happening or being tested and validated.

For too long, European cities like Stockholm - despite an incredible concentration of talent - have been held back by societal expectations: first get a master’s degree, then gain experience at a big company, and only then maybe think about building something. 

But the truth is, you don’t need permission - you can just do things.

The tides are turning fast, though.

Now is the time of the high agency builder.

#artificialintelligence

One of the biggest myths right now that needs to be busted is that Claude Code is only for coding.

It can be used for so much more.

As my friend Antoine Moyroud recently said, we need to stop treating AI like a chatbot.

The gap between power users of AI and casual chat users is going to widen very fast. Start experimenting with Claude Code now.

Non-technical people shouldn’t be afraid of the CLI.

You can already leverage Claude Code for almost any kind of knowledge work:

Sales, marketing, growth, fundraising, law, taxes - you can become surprisingly competent quickly.

It’s hard to overstate how big the gap will be between people who understand how massive this shift is and those who don’t.

As Greg Isenberg put it:

You’re just a few .md files away from outperforming 99% of people on this planet.

2026 is the year Claude Code grows beyond coding.

#artificialintelligence

Probably not a biggie, but the creator of Node.js just admitted that the era of humans writing code is over.

#artificialintelligence

Here's a shout-out to all young technical operators from the Nordics working at the frontier in leading AI companies - you embody the future.

Gabriel Petersson 
Erik Kaunismäki 
Jonatan von Martens 
emil fagerholm 
Emil Ahlbäck 
Minette Kaunismäki 
Christian Ryan 
Matheus Mendes 
Eric Zakariasson
Jonathan Granskog

...and many more that I've missed.

The future is in the youth.

#artificialintelligence

SpaceGraph™.app

Lin Hsin Hsin Threat Intelligene Center

Cyber Security Threat Intelligence
https://lhham.com.sg/Cyber%20Security/Intel/index.html

Biometrics Threat Intelligence
https://lhham.com.sg/Cyber%20Security/IAM/index.html

Founder

Lin Hsin Hsin Digital Media Core Competence Center

Built Lin Hsin Hsin Art Museum
https://www.lhham.com.sg
Research & Development in Paradigm Shift Computing
Start-up

Founder and Owner

INFOTECH Research & Consultancy

o   Conduct Research in Fundamentals of Computer Science
o   Provide patent-grade information technology state-of-the future products
o   Develop Android-based Applications

Core Competence on Linux platform
o   Algorithm-based computing
o   Equation-based computing
o   Invented 2 Markup languages
o   Android-based Applications

IT inventor

Lin Hsin Hsin Art Museum

2010 1st in the world: 
o create Stereoscopic 3D Art without extra 3D hardware:screen & 3D glasses 
o paint with a camera without a computer,created In-Camera Painting (ICP)
2009 1st in the world: implemented equation-based method--create real world jewelries
2008 Choreographed and performed live digital ribbon dance using a two-button mechanical mouse
2008 Created digital landscapes using a two-button mechanical mouse
2008 Created Grid Geometry Art and non-orthogonal art using a two-button mechanical mouse
2007 Developed and generated equation-based 3D digital sculptures. Huge repertoire of organic forms
2006 Developed paint direct into Web Browser techniques
2002 Created Mathematics & Algorithm driven 235 genre of digital fabrics
2001 Created Still and Animated Phone Art
2000 Featured in Wirshafts Woche CeBit Special Edition
2000 Featured in UNESCO “Museum International” Millennium Edition Journal
2000 Selected as the only non-EU participant for € coin project, Frankfurt, Germany
2000 Created Digital Fireworks on the Singapore Millennium “Straits Times Interactive” National Day Web site
1999 invited to create the digital opening ceremony for Asia Pacific Economic Conference (APEC)
1999 Invented interactive 16.7 million color Web-based 3D engine that generates infinite number of unique images with any micron movements of a pointing device in real-time
1999 Initiated and developed Interactive Web Art
1999 Created animated digital sculptures
1999 Initiated and developed Interactive Web Art
1999 Initiated and created digital sculptures in Paris, France
1997 Installed 1st wireless museum @ her 15thy solo exhibition in Singapore
1997 Cyberart show featuring more than 250 still and animated artworks in digital media in 15th solo exhibition
1997 Created digital Chinese Ink Paintings, Chinese Calligraphy, digital Chinese Blue and White porcelain, digital Stoneware, digital Glass
1996 Initiated and created Grid Geometry Art
1996 Initiated and developed Web Art and Net

Lin Hsin Hsin Concert Hall

Compose digital music since 1985
without midi instruments and sound card

Musical Instruments:

2006  Invented I-Musika (TM)  that changed the paradigm of musical instruments.
2006  Created vegetable tambour
2005  Developed Wearable Wireless Interactive art that will light up in sync and in real time in response to any musical rhythm being played. t can be worn and walk around in a musical setting.
2005  Developed virtual sound board for generating sound of nature, e.g. rain forest, water, wind in real time.

Performance

2008 July  Leewarden, The Netherlands
2007 July  Zurich, Switzerland
2006 December  Singapore (exhibit @ the Singapore Science Center)
2005 September Pisa, Italy
2003 June Bourges, France
2003 September,  Hsin Hsin  was invited by Kunstradio Radiotopia acoustic net work  -- an artistic project commissioned by the 2002 Ars Electronica Festival and  co-produced by ORF Kunstradio, Vienna to present her works in a live broadcast arts radio program.

Compositions since 2001
o  contemporary classical music: symphonies, concertos, chamber music o  classical crossovers: from Baroque to the 20th Century 
o  the Caribbean: preludio, salsa, margaritas, bongo-bongo, tropical-funk, dreamie groovie, diva,  perfumado, panorama
o  jazz
o  percussion music
o  sonic age music  pure sound
o  pop songs

Sound
2008 Initiated, developed and created 3D animated music
2006 Initiated, developed and created 2D animated music
2005 Developed virtual sound board for generating sound of nature, e.g. rain forest, water, wind in real time.
2005 Developed wearable Wireless Interactive Art that lights up in sync and in real time in response to any musical rhythm 
2004 Developed and created Sonic Art
1987 Paint music

Composer

Lin Hsin Hsin Publication

Hsin Hsin has written poems in English, French and Chinese

Poetry Books

2010  To the Point
2004  Between the Lines
1997  In Bytes we travel
(A collection of 100 poems entirely about the Internet)
1994  Sunny Side Up
1992  Love @ 1st Byte
(A collection of 100 poems entirely about the computer)
1991  From Time to Time
1989  Take A Word for a Walk

Poet, Author

o   IT infrastructure
o   Aviation IT specialist
o   Digital Media specialist
o   Expert in Eco-Computing

2006 make new hardware (1st in the world)
2006 Initiated and specified two new markup languages
1997 Built 1st wireless network for museum exhibition
1993 Discovered Y2K bugs
1983 Built the 1st client server system in Singapore

Senior IT Consultant

IT Inventor, Visionary, Advisor, Author, Speaker, Mathematician, Poet, Computational Aesthetics Specialist, Composer
Specialist in several domains:

💡 Encryption -- Paradigm Shift Invention
👍 Cybersecurity -- 0️⃣Day grade in:
🎯 AAI Adversarial AI
🎯 Android
🎯 Biometrics
🎯 Blockchain
🎯 Steganography
🎯 WEB Technology 

💡Revolutionary 100% DAG - Directed Acyclic Graph 
👍Artificial Intelligence
👍Ontologist
👍Data Science 
🎯 Listed in Women In Machine Learning Directory
🎯 Data Visualization
      ⭐ Dendrogram
      ⭐ FDG Force Directed Graph
🎯 Data Analytics in real time 

💡 Inventions: a selection
⭐2018 Unified Theory of Graph (UTG)
⭐2017 Military Grade Encryption 
⭐2016 4 mathematical theorems--revolutionize touch screen & security paradigm
⭐2008 The Ultimate & Unbeatable (by google) Image File Compression in d world 
⭐2008 MedTech:100% non-invasive 20/20 vision from birth onwards, 2008    
⭐FIT 3.0  (Finger. Intelligence Technologies) on Android mobile devices
 - FAME, 2016
 - STEP, 2015
 - TANGO, 2012
https://lhham.com.sg/biodata/invention/lhhITInventions.html
⭐ IT Visionary,20 years ahead of time
https://lhham.com.sg/biodata/invention/lhhITVisionary.html
1996 1️⃣st in the world authored phenomenon of Cryptocurrency
1996 1️⃣st in the world invented eWallet
1994 Built 1️⃣st Virtual Museum in the world
1993 1️⃣st in the world authored phenomenon of eCommerce
Experience:
2014-Create 3D on the fly:touch screen on mobile devices
2013-Deploy 1️⃣-finger painting skills on touchscreen Android-based mobile devices
2013-Create Android-based Finger Choreography, 3D LIVE performance, Phonecast performance
2010-Create & display Stereoscopic 3D objects without 3D glasses & 3D enabled-screen
2007-Equation-based 2D,3D Digital Artworks, objects & jewelry
2006-Make real-world contact-free,sensor-free tether-free musical instruments--1st in d world
2005-In-Camera Painting (ICP):painting WITHOUT a PC  
1999-Change Netscape & Opera browsers:display 16.7 million colors
1999-Create Non-parameter driven,click-free,movement-based browser interactive 2D,3D,4D &music 
1996-Initiate many genres of digital art & music          
1994-Built the 1️⃣st virtual museum in d world
1994-Use a 2-button mechanical mouse--create digital oil paintings
1994-Mathematics-driven 2D, 3D fine art & digital fabric
1985-Pioneer in digital media, SG
https://spacegraph.app
https://nftuniverse.art

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Oliver Molander

Hsin Hsin Lin

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