Uploaded byReidar Wasenius
Beyond Generative AI: Creating Demand for Compute in the 2030s
Generative AI is nearing saturation, while AI computing investments climb to trillions. Projected demand for that capacity falls USD 800 million short! A much needed leap may come from digitally modelling minds, which requires a lot of compute. It can also enable completely new kinds of use cases and thus grow demand. Reidar Wasenius presents how memetics, being developed at Aalto University as a rigorous system of self-replicating cognitive patterns, could redefine AI and create the next wave of computational demand.
Beyond Generative AI: Creating Demand for Compute in the 2030s
- 1. Beyond Generative AI: CreatingDemand for Compute in the 2030s Future Data Summit 2025 Reidar Wasenius AI Researcher and Developer Department of Computer Science
- 2. Trillion-Euro AI Bubble? • GenerativeAI tech peaking? • Commercial demand levelling? How far will GenAI take us technologically & financially?
- 3. 800 000 000000? datacentremagazine.com/news/deutsche-bank-why-the-ai-boom-risks-a-us-800bn-shortfall
- 4.
- 6. James Royal-Lawson, beantin.netCC-BY 4.0
- 7. James Royal-Lawson, beantin.netCC-BY 4.0
- 8. James Royal-Lawson, beantin.netCC-BY 4.0
- 9. James Royal-Lawson, beantin.netCC-BY 4.0
- 10. James Royal-Lawson, beantin.netCC-BY 4.0
- 12. New Paradigm Needed Only anovel way to unify the modelling of minds will enable scientists to discuss and solve the same challenges and thus create digital minds.
- 13. What Will Change Terminology Concepts &Structures Thinking & Collaborating
- 14. You: a vastset of patterns Memes as self-replicating patterns are now rigorously formalised as sets. Memetics is becoming a robust framework for modelling minds as memeplexes regulated by metamemes and hypermemes.
- 15. Mens sana in corporesano Memes A Word, A Phrase, A Musical Chord, A Motif, An Image, A Symbol, An internet meme in a specific CONTEXT Mens sana in corpore sano
- 16. Formal, Rigourous & Robust Context,Role, Constraint, Admissibility, Saturation & Propagation can be formalised using Set Theory + Graph Theory + Group Theory and thus represented in computable form by matrices.
- 17. Minds Emerge Recontextualisation >> ContextualEmergence Primitives Recontextualised Across Layers: Position, Relation, Pattern, Transformation, Set, Representation
- 18. Human Learnings / Knowledge Semantic+ Procedural + Sensory + Affective aspects of memetic cognition will also be given to machines. Semantic Procedural Sensory Affective
- 19. Human REcognition / Prediction Semantic+ Procedural + Sensory + Affective aspects of memetic REcognition will also be given to machines. Semantic Procedural Sensory Affective
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- 21. Self-aware Digital Minds with tendencies,opinions, attitudes, goals and volition as your Boss? Colleague? Sparring Partner Assistant Slave Tool
- 22. In the 2030s millionsof digital minds, individually and together, constantly process what they themselves want 24/7/365 housed in data centers around the world.
- 23. [email protected] +358 208 358358 RW.fi | @ReidarWasenius #AI #HCI #Brains #Humans #memetics #FDS2025 [email protected] +358 208 358 358 RW.fi | @ReidarWasenius #AI #HCI #Brains #Humans #memetics #FDS2025 Glad to collaborate! osf.io/gc8r3 Memetics Formalisation Project on OSF: