For a first look into the @TheoriqAI Agent Swarms process:
The roles of Agent Swarms:
+ Manage LP deposits and withdrawals from users
+ Deploy LP on other DeFi Vaults, currently on @ArrakisFinance
The first task is straightforward, but the core value lies in the second.
Thanks to @eli5_defi, we understand that Theoriq's Agent Swarms must calculate yields based on both user expectations and real-time data to make informed decisions.
➜ This role directly affects the PnL of LP positions.
How does Arrakis assist in this process?
+ Arrakis provides optimized, secure, and automated vaults across multiple protocols
+ It's a powerful tool for tracking metrics on tokens and LP
+ Arrakis is actively introducing new launch tokens
➜ Arrakis offers an ideal environment for Theoriq's Agent Swarms to perform their calculations.
Users will soon see OLP agents auto-managing Uniswap v4 vaults on Base.
Automated DeFi is no longer theoretical - it's becoming operational.

➥ When Alpha Swarm Perpetually Gets Smarter
There's much to uncover from the @ArrakisFinance and @TheoriqAI partnership, but let's briefly outline each technology:
✧ Arrakis is developing trustless, automated liquidity management through vaults.
✧ TheoriqAI has developed the Onchain Liquidity Provisioning (OLP) Agent Swarm.
Can you see the connection now?
Theoriq's OLP will bring agentic and algorithmic capabilities to Arrakis' vaults. Theoriq agents will manage LP deposits and withdrawals, directing funds into Arrakis vaults that maintain tightly optimized liquidity ranges for higher fee capture from onchain trading.
For users, this means smarter, automated LP deployment and yield optimization, a real use-cases and integration of DeFi and AI Swarm.
The first vault will launch on @Uniswap v4 on the @base, supporting multiple tokens.
This is the first integration that focusing on OLP and @PeiChen01 already mentioned several potential integrations coming in, my predictions are:
✧ @pendle_fi (yield-based agents swarm)
✧ @HyperliquidX (perps-based agents swarm)
✧ @Polymarket (prediction-based agents swarm)
✧ @DefiLlama (on-chain knowledge agents swarm)
An agentic-driven DeFi economy is not just a vision of the future; it's becoming a reality now with Theoriq.

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