No, but there's still a big difference if you have full control over data and selectively send tokens upstream for processing or if companies have access to all your data and send little parts down to you.
DECENTRALIZED AI
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Freedom in Technology: Making It Happen Now
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In the spirit of freedoms forge – it needs to happen (and it can!)
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Self-hosting AI: Cost efficiency over managed solutions
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Dang, congrats! Yes you wanna get people to BYOK or switch to sth massively cheaper. I worked a lot to get the cache great in OpenClaw. Hosted is too much responsibility for one person with all the delicate memory files. Easier to self host.
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Local compute becomes essential for AI infrastructure deployment
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yes. All you now need is local compute
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Decentralized AI governance: power to country leaders not Brussels
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Yea but by design. Goal is that power is with country leaders not in Brussels commission
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Caffeine.ai vs Replit: Switching Vibe Coding to Internet Computer
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http://
Caffeine.ai vs Replit: Why I Switched My Vibe Coding to the Internet Computer https://
madebyagents.com/blog/caffeine-
ai-vs-replit?utm_source=dlvr.it&utm_medium=twitter
… #ArtificialIntelligence #MachineLearning #DataScience #RAG #MLOps #AIArchitecture #technology #CTO -
Federation Fundamentals: Core Principle Over Implementation Details
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yea i agree to me federation is federation – rest is [important] details
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Decentralization vs Fragmentation: The Protocol Challenge
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you need to decide if you want decentralization or fragmentation first one only works with shared protocols and markets
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Single Global Merge Improves Decentralized Learning Performance
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"On the Surprising Effectiveness of a Single Global Merging in Decentralized Learning” This paper shows that in non-IID decentralized SGD, a single final global merge can substantially improve global test performance under severe communication constraints, even recovering much