Jan 18, 2026
To Think Is Not to Do: The Paradox of Intelligence
Why planning is comfortable, doing is hard, and how to bridge the gap in AI development.
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Mark Chen / System Online
BUILDINGFRONTIERINTELLIGENCE.
My name is Mark Chen. I help teams design AI systems that are reliable, responsible, and ready for real-world impact.
/// Highlights from the lab & field
Current Focus
Mindify AI
Co-founder building decision co-pilots that give growth teams superpowers.
Product Acceleration
University of London
Researching alignment and verification for deployed agent systems.
Applied Research
Beyond Gradients
Weekly newsletter with 3 ideas, 2 resources, and 1 question on building with AI.
Education
/// Thoughts & Reflections
Recent Writing
/// Academic Output
Selected Research
Delta-Contrastive Decoding Mitigates Text Hallucinations in Large Language Models
2025CP Huang, HY Chen
arXiv preprint arXiv:2502.05825
LLM SafetyDecoding
Deep Q-learning with hybrid quantum neural network on solving maze problems
2024HY Chen, YJ Chang, SW Liao, CR Chang
Quantum Machine Intelligence 6 (1)
Quantum RLNeural Networks
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