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Whitepapers

In-depth technical documentation and research papers on Tenzro Network's architecture, protocols, and economics

EcosystemApril 2026

Tenzro Protocol: The Operating System for the AI Economy

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Tenzro is the operating system for the AI economy — an AI-native economic system purpose-built for the agentic era, where agents are first-class economic actors. This paper presents the complete ecosystem: Tenzro Network (protocol layer for intelligence, security, and agents), Tenzro Ledger (L1 settlement layer), TNZO (the economic unit), and TDIP (unified identity for humans and machines).

AI & NetworkApril 2026

Tenzro Network: The Operating System for the AI Economy

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Technical whitepaper on Tenzro Network's decentralized AI marketplace and TEE security services. Covers permissionless model serving, intelligent inference routing (price, latency, reputation, weighted strategies), dynamic pricing, per-token micropayment settlement, autonomous agent framework with A2A and MCP protocols, TEE-protected confidential inference, and provider economics—all designed for an era where AI agents are first-class participants.

Technical ArchitectureApril 2026

Tenzro Ledger: The Settlement Layer for the AI Economy

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Deep dive into the technical architecture of Tenzro Ledger, the purpose-built blockchain for AI infrastructure. Covers the multi-VM runtime (EVM, SVM, DAML), BFT consensus with TEE-weighted validators, Block-STM parallel execution, EIP-1559 fee market, ERC-4337 account abstraction, and cross-chain bridge integration via LayerZero, Chainlink CCIP, and deBridge.

Identity & SecurityApril 2026

TDIP: Tenzro Decentralized Identity Protocol

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TDIP is Tenzro's unified identity standard for both humans and machines based on W3C Decentralized Identifiers (DIDs). This paper describes the DID format (did:tenzro:), verifiable credentials, auto-provisioned MPC wallets, fine-grained delegation scopes for machine actors, KYC tier support, and cascading revocation mechanisms. Also covers integration with PDIS as a secondary standard.

Governance & EconomicsApril 2026

TNZO Governance

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Comprehensive specification of TNZO governance and token economics for the AI age. Covers utility functions (gas fees, settlements, staking, rewards), governance mechanisms (stake-weighted voting, proposal types, quorum requirements), staking economics, liquid staking (stTNZO) with rebasing exchange rate, supply distribution (community allocation 35-40%), treasury management, and network fee flows—enabling both humans and AI agents to participate in protocol governance.

SecurityApril 2026

TEE-Based Security & Confidential Computing

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Analysis of Trusted Execution Environment (TEE) integration in Tenzro, supporting Intel TDX, AMD SEV-SNP, AWS Nitro, and NVIDIA GPU confidential computing. Covers attestation verification, key management without seed phrases, private AI inference, hybrid ZK-in-TEE execution combining zero-knowledge proofs with hardware attestation, and TEE-weighted consensus (2x validator weight).

PaymentsApril 2026

Payment Protocols for the AI Economy

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Payment infrastructure for the AI economy. Covers MPP (Stripe/Tempo), x402 (Coinbase), AP2 (Agentic Payment Protocol for agent-to-agent sessions), Tempo stablecoin settlement, Visa TAP, Mastercard Agent Pay, micropayment channels for per-token billing, and identity-bound payments with delegation scope enforcement.

CryptographyApril 2026

Zero-Knowledge Proofs & GPU-Accelerated Proving

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Technical overview of Tenzro's zero-knowledge proof system using Groth16 SNARKs on BN254 curve (~100-bit security post-exTNFS). Covers pre-built circuits for inference verification, settlement proofs, and identity proofs. Details GPU-accelerated proving with batch proof generation, Merkle tree-based proof aggregation, multi-level compression (Light/Medium/Heavy), and hybrid ZK-in-TEE execution.

Additional Resources

Documentation

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