~/talk

Scaling Compute Supply 10x Through Crypto-Economic incentives

Talkat Web3 Summit 2025 · 2025-07-16..07-18· [cloud-infrastructure, web-performance]
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slides:none on file

Claims that decentralized crypto-economic networks can increase usable compute supply by an order of magnitude, citing a 10x cost reduction on open storage (Filecoin) and the existing scale of the SHA-256 mining network as proof that large, distributed markets can work. Demonstrations include S3-compatible gateways and niche GPU/train networks (Jensen) and encoding/render networks; the networks scale and run, but widespread adoption stalls because cloud-grade dev tooling and orchestration like S3-compatible gateways and Kubernetes-style abstractions do not yet exist.

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