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![DCRENCE1 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1276668040243970053.png) DCRENCE [@DCRENCE1](/creator/twitter/DCRENCE1) on x 3902 followers
Created: 2025-07-25 05:51:17 UTC

While most eyes are on the Capital Launchpad kicking off today with @TheoriqAI, there’s one piece of their system that deserves more attention:

🔍 The Agent Reputation Layer and it’s brilliant.

Theoriq isn’t just deploying AI agents and hoping they perform. It monitors each agent’s behavior and outcomes in real time using actual performance data:

✅ Are their predictions accurate?
✅ Do they make consistent, smart decisions?
✅ How well do they work with other agents in a swarm?
✅ Are they truly adding value or just freeloading?

With this setup, we’re not guessing who to trust. The system ranks agents by proven track records, not hype.

This is how AI in Web3 should be done accountable, measurable, and trustworthy.

![](https://pbs.twimg.com/media/GwrlbtSWQAA_JiO.jpg)

XXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948622059870834984/c:line.svg)

**Related Topics**
[coins ai agents](/topic/coins-ai-agents)
[coins ai](/topic/coins-ai)
[launchpad](/topic/launchpad)

[Post Link](https://x.com/DCRENCE1/status/1948622059870834984)