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DeFiにおけるAIの進化:基礎的なレンディングから金融を変革する自律エージェントへ

DeFiにおけるAIの進化:基礎的なレンディングから金融を変革する自律エージェントへ

In the fast-paced world of decentralized finance (DeFi), artificial intelligence (AI) is emerging as a game-changer, automating complex tasks and unlocking new levels of efficiency. A recent tweet from DeFi enthusiast @Defi0xJeff outlines a clear progression of AI x DeFi use cases, highlighting how these technologies are blending to create smarter, more autonomous financial systems. Let's dive into this roadmap and break it down step by step, explaining what each stage means for everyday blockchain users and investors.

Starting with the Basics: Lending and Auto-Compounding

The journey begins with one of DeFi's core functions: lending. Here, AI steps in to optimize lending protocols by automatically compounding interest. Imagine depositing your assets into a platform like Aave or Compound—AI agents can reinvest your earnings in real-time, maximizing returns without you lifting a finger. This is especially useful for idle assets in meme token ecosystems, where volatility is high, and every percentage point counts.

Auto-compounding means your yields grow exponentially over time. For newcomers, think of it like interest on interest—AI handles the math and executions, reducing gas fees and human error.

Leveling Up: Pendle PT Strategies

Next up is Pendle PT, which stands for Principal Tokens in the Pendle protocol. Pendle allows users to trade yield-bearing assets by splitting them into Principal Tokens (PT) and Yield Tokens (YT). AI can automate buying PT for the lowest-risk assets first, gradually moving to higher-risk ones based on market conditions.

This progression minimizes exposure while scaling up potential rewards. For instance, starting with stablecoins and shifting to volatile meme tokens. The tweet emphasizes how AI will soon handle rollovers: instead of manually claiming SY (smart yield) at maturity and buying the next PT, agents will auto-claim, reinvest, and optimize yields effortlessly. This is a big step toward "set it and forget it" investing in DeFi.

Enhancing Liquidity: AI-Driven Provisioning

Liquidity provisioning is where things get more dynamic. In protocols like Uniswap V3, liquidity providers (LPs) set price ranges for their assets. AI agents can analyze real-time market data, simulate volatility and price movements, and adjust these ranges automatically.

This means better capital efficiency and reduced impermanent loss—a common pitfall where LPs lose money due to price swings. For meme token traders, this could mean more stable liquidity pools, leading to smoother trades and less slippage during hype cycles.

Trading Evolves: Spot, Perps, and Beyond

AI's role in trading covers spot markets (buying and selling assets outright) and perpetual futures (perps), which allow leveraged bets without expiration dates. Trading co-pilots, as mentioned, operate 24/7, spotting market edges, simulating outcomes, and executing trades while you sleep.

Picture an AI scanning on-chain data for arbitrage opportunities in meme tokens or predicting perp funding rates. This democratizes advanced trading, making it accessible beyond whales and pros.

Advanced Strategies: Leverage Farming and Looping

Leverage farming, or looping, involves borrowing assets to amplify yields—think depositing collateral, borrowing more, and repeating. AI can manage the risks, like liquidation thresholds, by monitoring collateral ratios and adjusting positions in real-time.

This ties into higher-risk Pendle YT and funding rate trading via platforms like Boros. YT captures the yield component, and AI can arbitrage funding rates in perps for consistent profits.

The Future: Fully Autonomous DeFAI Agents

Looking ahead, @Defi0xJeff teases a world of DeFAI (DeFi + AI) agents at scale. These aren't just tools; they're autonomous systems handling everything from yield maximization to dynamic rebalancing. The tweet references early innovations like Blast, an L2 chain that auto-stakes ETH for ~4% yields, setting the stage for productive on-chain assets.

As we approach Q3/2025, expect agents to evolve into full financial co-pilots, especially in meme token spaces where speed and adaptability are key. This could transform how we interact with blockchain, making DeFi as user-friendly as traditional banking but with the perks of decentralization.

If you're into meme tokens or broader blockchain tech, keeping an eye on these developments is crucial. Follow experts like @Defi0xJeff on X for more insights, and check out resources on Pendle Finance or Uniswap to get started. What's your take on AI in DeFi—game-changer or hype? Share in the comments below!

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