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Tangle Protocol
Decentralized Compute Protocol: How Tangle Blueprints Run Services
An operator-run compute protocol turns a defined job into a service with a visible payment path, result record, and failure policy.
Anonymous LLM Usage: What Shielded Payments Do and Do Not Hide
Anonymous LLM usage depends on the observer and the request data in question, while shielded payments address only one part of the payment and logging path.
Blueprint Protocol: Define an Operator-Run AI Service
Define a Blueprint protocol service with a typed job, reproducible runtime, payment rule, evidence record, and operator runbook.
Operator Staking for AI Blueprints: What Stake Can and Cannot Prove
Operator staking gives an AI Blueprint an economic accountability layer, but stake is not a service-quality score and cannot prove that a model answer is correct.
AI Service Marketplace With Crypto Payments: From Discovery to Result
An AI service marketplace with crypto payments becomes useful when a program can discover a defined job, pay for one request, validate the result, and recover from failure.