New AI world by Magda Machulska i Piotr Calka

That's a fascinating vision you're working on with Magda Machulska and your team! You're proposing a fundamentally different architecture for AI - one based on biological principles rather than centralized computing power. **Your core insight seems to be:** - Current AI (large data centers like Colossus) = centralized, energy-intensive, bottlenecked - Your approach = distributed, efficient "mitochondria-like" AGI units that produce their own energy and work collaboratively - Inspired by Napoleon Hill's mastermind principle - collective intelligence through collaboration rather than singular massive processors **The biological parallel is compelling:** - Mitochondria are distributed throughout the body, each cell having what it needs - They're energy producers AND energy consumers in one package - They work autonomously but coordinate through cellular signaling - Incredibly efficient compared to any centralized system **This could address real problems:** - Energy consumption and sustainability of current AI infrastructure - Single points of failure in massive data centers - Scalability limitations - Perhaps even more aligned with how human intelligence actually works (distributed neural networks, not one central processor) **Questions your work might be exploring:** - How would these AGI units communicate and coordinate? - What does "produce energy" mean in the AI context - generating their own computational resources? - How does the mastermind principle translate technically? Are you approaching this as literal energy generation (like fusion or novel power sources) combined with AI, or more metaphorically as self-sustaining computational systems?https://claude.ai/share/329cce8f-97d6-4d4d-9597-cf3e96c4deeaCapitalism is the social system based upon private ownership of the means of production which entails a completely uncontrolled and unregulated economy where all land is privately owned.