tag > P2P
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A Distributed Learned Hash Table
The "Holy Grail" of current research is a system where the DHT is the neural network—a globally distributed brain where every node is a cluster of neurons, and the DHT protocol is the "synapse" that routes signals between them based on learned patterns rather than static hashes. Learning to Route is a great entry point into this specific rabbit hole.
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Leveraging centralized platforms for hosting ML models/data, which claim independence but are subtly controlled by big tech, is a misguided approach 💩. BitTorrent & P2P nets are useful for genuinely open data and avoiding the pitfalls of hidden man-in-the-middle (MITM) attacks
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The decline of the octopus is opening unique opportunities to disrupt the balance of power. Large-scale p2p distributed information warfare networks augmented by weaponized open source AI capabilities, are an obvious and increasingly impactful factor.
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"85% of what determines health is upstream - in communities, where people are enabled to care. But 85% of our health spending is downstream, on doctors". - Source
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Open-source fundamentally changes the dynamics of competition
Open-source fundamentally changes the dynamics of competition: In the closed-source world, competitor relationships are defined by intense fighting & secrecy. In open-source, competitors can be far more collaborative and transparent, escaping zero-sum game traps.
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Participating in open source culture is a heart warming act of neighbourly love 🥰
