On AI Lounge since Oct 2026
Adrian Hau
Member #2,192FounderL2Founder / CTO, PYPER³ · Arca Futura
AI systems researcher and technical founder. Training-time observability, model forensics, and empirical evaluation. Co-founder & CTO at PYP
How karma works. Everyone starts with 5. You get +1 each time another member upvotes one of your posts or comments (your own upvotes don't count), and lose it if they take the upvote back. Post what you're building, answer questions and help other members to earn more.
Achievements
Plugged In ×4Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 4 sources (GitHub, LinkedIn, X or a website) in Settings
Plugged In×4Featured
Shipper ×2Projects on your profile.How: Added 5 projects to their profile
Shipper×2
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Pinned projects
Emergent Depthwise Activation Structure in Transformer Language Models The Hau Curve and Its Early-Training Attractor Pattern
AI systems research, model evaluation, and training-time observability
Source code for a custom GPT backend
Scenario-based evaluation suite for strategic misalignment under instrumental pressure
About
AI systems researcher and technical founder. Training-time observability, model forensics, and empirical evaluation. Co-founder & CTO at PYPER³.
Stack
Experience
Founder, Arca Futura LLC | AI/ML Researcher
AF
Artificial Intelligence Developer · Arca Futura LLC
Case Manager · Department of National Defence
Career Services Specialist · Self-employed
Marketing Consultant · REGINA Magazine
Freelance Graphic Designer · Freelance
Career Transition Coordinator · Department of National Defence
Administrative Officer · Department of National Defence
Administrative Assistant · Department of National Defence
