Think Tank Labs
A Virtual Lab for Open Science by Ikhlaq Sidhu, Faculty Chair
Implications of AI, data, cryptographic algorithms, and exponential technologies
Synthesis by global faculty, tech ventures, executives, and policymakers
Current Projects under Acceleration:
AOE - The Future of Gaming with Education
Elysium with Project-Based Learning
EU Supply Chain, Security, and Sovereignty Investment
Good Human Index
AI-driven Investment with MEFIC
AI Strategy with the Qatar Foundation, Best Practices in AI Strategy
AI and Power Consumption
Truth and Information Integrity
Collaborations:
UC Berkeley, Berkeley Institute of European Studies,
Berkeley SCET, Berkeley MSOLIE Science & Technology, IEX Think Tank Faculty
Rise Europe, Qatar Foundation
Applied Innovation Institute
Lab Projects Types:
Investment theses, paradigm shifts, red-flag policy briefs
Accelerated venture building & venture teams
Tech Prototypes and Platforms
Commonplace Book Style Related Technical Briefs and References:
AI & Power:
“AI and Sustainability”, Catalyst Tech Brief, August 2024
“Is the Future of AI Analog”, Catalyst Tech Brief, 2024
“AI and Power Grids (tech brief), Catalyst Tech Brief, 2024
CPU vs GPU, The Economist Impact Series Report, May 2025
AI Strategy; Information Integrity (Work in Progress)
AI Strategy Best Practices (Coming Soon)
Power Hungry Processing: Watts Driving the Cost of AI Deployment? https://arxiv.org/pdf/2311.16863
This shows that 2.9 KWHs with a 3.31 KW standard deviation are required for one Gen AI image generation.Goldman Sachs: How much power will AI use? It will be stoked partly by electrification and industrial re-shoring but also by AI. Data centers will use 8% of US power by 2030, compared with 3% in 2022.May 14, 2024
https://www.goldmansachs.com/intelligence/pages/AI-poised-to-drive-160-increase-in-power-demand.htmlSidhu, AI Power Consumption, LinkedIn article: https://www.linkedin.com/pulse/ai-next-global-sustainability-challenge-solution-ikhlaq-sidhu-9ogef/?trackingId=ufXtFNxLQTCIVlkWf83MYA%3D%3D
(The prior post is here):The Data Center Market size is estimated to reach $418 billion by 2030, growing at a CAGR of 9.6% from 2023 to 2030. According to USITC, as of 2022, there are approximately 8000 physical data centers present across the globe. https://www.industryarc.com/Report/19401/data-center-market.html
Platt, The Unbelievable Zombie Comeback of Analog Computing, Wired, March 30, 2023
Ghose, Reducing AI’s Climate Impact: Everything You Always Wanted to Know but Were Afraid to Ask, https://scet.berkeley.edu/reducing-ais-climate-impact-everything-you-always-wanted-to-know-but-were-afraid-to-ask/
Ariel Cohen, AI Is Pushing The World Toward An Energy Crisis, Forbes, May 2024
AI Health and Medicine:
Please take a look at this article on the IE-HBKU Health Technology Collider Summary.
See how digital biomarkers are part of the future of healthcare. In this case example, medical testing is done at home instead of using medical resources and hospital staff. Onera Health (see post)
Education and Future of Work:
A Blueprint Science & Technology - Why new options for academics are now possible and needed.
Future of Work - Why we can't live without AI, and what we can expect in the Workplace
Economist Summit 2024 - Viewpoints from CEOs and industry leaders on AI adoption, use cases, and business trends
A Practical Guide to Education in an AI World - How to manage with AI as an instructor and academic institution.
A Northstar for the 20-Year Future of Education with AI - What we can expect for students in classes, the professors changing role, and what disruptions are likely for universities.
State of the Union 2024 at the European University Institute - Technology, regulation, and the main issues of the EU in 2024
Certainty or Intelligence: Pick One! - A discussion of logical intelligence vs predictive and pattern matching-based intelligence by Prof. Edward Lee of Berkeley
Sidhu, Education in Crisis. What can we offer the other 99%? The Problem is Big. AI is only part of the Answer. LI, October 14, 2024
Sidhu, Why are we not ready for Project-based Mastery Learning? LI Post, Octover 20, 2024
AI and Clean Tech
AI Data & Crypto Tools:
AI, Truth and Trust
Financial and Mobile Systems
What's Next: Future of Virtual Asset Regulation - Summary of the Ripple UBRI XRP Collider for Virtual Asset Regulation
AI and New Energy Sources
Think Tank Lab Areas
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AI and Power Consumption
Power Consumption from AI, and Blockchain. Implications on the future of Data Centers.
AI Architectures - beyond assistants: AI control and interfaces for resources from IOT to calendars to robots
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AI and Digital Biomarkers
What opportunities and limits in using AI
and digital biomarkers for predictive
medicine, clinical trials, and new medicines? What infrastructure will be required?
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AI in Education & more
Exponential technology implications for academics, work, business, and society.
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AI, Climate & Economy
Climate change, economy, and data/AI inference.
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AI and Digital Tool Trends
What are the AI, Data, & Crypto tools and trends?
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Quantum with AI and Exp Tech
How does Quantum computing relate to Data/AI/Blockchain? What parts of Quantum are happening?
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AI, Truth & Trust
How will we have societal trust given deep fakes, social media, and AI? And, how will we achieve cyber security in an AI-driven world?
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AI Financial and Mobility Systems
Exponential Technologies and Financial Systems and Mobility
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AI and New Energy Sources
How do exponential technologies affect the possibility of Controlled Fusion and other new energy solutions