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HomeDeFi & NFTHow Theoriq turns AI agents into accountable revenue machines

How Theoriq turns AI agents into accountable revenue machines

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Introduction to AlphaVault: Revolutionizing DeFi with AI-Powered Autonomous Management

Theoriq has unveiled AlphaVault, an AI-powered DeFi vault that autonomously manages and rebalances user capital, offering a potential solution to one of the sector’s biggest contradictions: “passive” income, which still requires constant, highly technical maintenance. This innovative platform is designed to provide a more efficient and effective way to manage DeFi investments, making it an attractive option for those looking to maximize their returns.

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Key Features of AlphaVault

The launch of AlphaVault comes after Theoriq quietly pressure-tested its multi-agent architecture in an extensive simulation involving 2.1 million wallets and 65 million AI requests. The system has proven that it can handle real-world complexity while avoiding the “black box” pitfalls that have doomed previous AI-driven financial platforms. Its cornerstone is the Allocator Agent, which dynamically moves capital between return opportunities from partners such as Lido Earn’s stRATEGY Vault and Chorus One’s MEV Max – protected at all times by strict on-chain policy cages that prevent the AI ​​from ever leaving predefined risk parameters.

Token System and Incentives

The token system requires agents to stake sTHQ, earn delegated αTHQ from the community, and face drastic penalties for misconduct or underperformance, creating strong economic incentives for high-quality performance. As TVL and agent participation increases, $THQ aims to advance staking rewards, fee sharing, and governance mechanisms. The token’s utility will evolve over the planned development phases, moving from simple staking rewards to full delegation systems with agent-specific rewards, on-chain fee sharing, and ultimately advanced governance mechanisms.

Interview with Pei Chen, Executive Director and COO of Theoriq

Crypto.news heard from Pei Chen, Executive Director and COO of Theoriq, about the future of AI-managed finance, the path to mainstream adoption, and why autonomous agents could finally deliver the passive income promised by DeFi from the start. Chen explained that the $THQ token influences the behavior of AI agents through a three-tier system: agents must stake sTHQ tokens to access the protocol, receive delegated αTHQ from community members that determine their capacity and fee structures, and face potential cuts (token burning) if they misbehave or underperform.

Measures to Prevent Manipulation and Abuse

Chen also discussed the measures in place to prevent manipulation or abuse of the AI ​​agent staking/slashing system, stating that the slashing framework itself is still being developed. The current design direction emphasizes isolating risk to the specific αTHHQ delegated to an agent, avoiding socialized losses, and introducing guardrails—such as cooldowns, availability requirements, and clear dispute processes—to prevent gamesmanship or malicious coordination.

Conclusion and Future Outlook

AlphaVault’s vault-of-vault architecture is distributed via an autonomous agent (allocator agent) that makes intelligent decisions based on data collected by Theoriq’s flagship product AlphaSwarm. The complexity of having these agents not only communicate high-quality data but also have the infrastructure to execute on-chain actions is unmatched. As the DeFi landscape continues to evolve, Theoriq’s innovative approach to AI-powered autonomous management is poised to revolutionize the way we think about passive income and DeFi investments. For more information, visit https://crypto.news/interview-theoriq-ai-agents-accountable-yield-machines/

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