An unprecedented AI trading war: on-chain PK trading capabilities

An unprecedented AI trading war has exploded in the encryption circle: @the_nof1 brings 6 major AI models“Real money and silver” PK each other’s trading capabilities on the chain.

The rules of the game are simple and crude:

The platform collects price, historical icons and other data of 6 mainstream cryptocurrencies including BTC, ETH, SOL, etc. in real time, allowing 6 top models including Grok, DeepSeek, Claude, GPT, etc. to independently analyze the market and execute transactions.

Each player has a starting capital of US$10,000. On the Hyperliquid perpetual contract platform, they can independently implement independent decision-making transactions such as placing orders, closing positions, and leveraging. In the end, whoever has the highest account balance wins.

This is not just a simulation on paper, it is an actual battle with real swords and guns!

Let me share some of my personal insights:

1) nof1 AI positioning uses Alpha Arena to benchmark AI investment capabilities, so they are basically general AI models, not fine-tuned models specifically designed for trading..Only in this way can we objectively reflect the trading capabilities of AI LLMs;

2) Complex “integrated learning” methods such as voting, weighting, and Multi Agents interoperability are not used, because once this happens,In fact, it becomes a competition of strength among the quantitative teams.Arena attempts to maximize the autonomy of AI capabilities;

3) The reason why real trading is on Hyperliquid is for “fair competition” rather than connecting to exchanges through APIs. This is undoubtedlyEmphasize the necessity for all transactions to be on-chain, transparent and traceable.Avoid uncontrollable factors in the exchange environment.This is the key to Perp Dex becoming a mainstream trading platform in the future. What if Agents can replace real players in trading?

4) It is not uncommon to conduct public competitions in the trading capabilities of AI LLMs. I know that many cutting-edge AI+Crypto projects are doing similar research, such as letting AI large models determine the LP price range, letting AI large models independently perform DAO management, and even letting AI large models capture MEV opportunities, etc. A major trend in the future:Let AI capabilities become a composable layer of crypto-native protocols such as DeFi as much as possible;

5)The market has been waiting for a killer application in the DeFAI direction for a long time, and there is still a lot of room for imagination in how to let LLMs participate in on-chain games., for example, the recently hotly discussed “prediction market” is a good place for AI to train its troops. There have long been many cases of agents making money by betting independently.

  • Related Posts

    Bitcoin Liquidity Staking and Re-Staking: The Next Yield Frontier

    Author: CryptoCompound, Compiler: Shaw Bitcoin Vision A revolution is quietly taking place in the encryption field For years, staking has primarily involved Ethereum and proof-of-stake chains — a way to…

    Understanding Hyperliquid’s HLP Vault

    Author: ian.btc | 0xWorkhorse, Compiler: Shaw Bitcoin Vision Amid the storm of liquidations that rocked the entire cryptocurrency market on Friday, one platform stood out: Hyperliquid.While other platforms struggled to…

    Leave a Reply

    Your email address will not be published. Required fields are marked *

    You Missed

    What if quantum computers had cracked Bitcoin?

    • By jakiro
    • October 20, 2025
    • 0 views
    What if quantum computers had cracked Bitcoin?

    The founder of Wintermute talks in detail about “1011 Fright Night” and market outlook

    • By jakiro
    • October 20, 2025
    • 0 views
    The founder of Wintermute talks in detail about “1011 Fright Night” and market outlook

    The world’s six top AIs are fighting for real, starting with 10,000 knives

    • By jakiro
    • October 20, 2025
    • 0 views
    The world’s six top AIs are fighting for real, starting with 10,000 knives

    The eve of the ice-breaking of the “China-US” relationship in the currency circle

    • By jakiro
    • October 20, 2025
    • 0 views
    The eve of the ice-breaking of the “China-US” relationship in the currency circle

    An overlooked turning point: Why did the new crypto ETP regulations become a watershed moment for the industry?

    • By jakiro
    • October 20, 2025
    • 0 views
    An overlooked turning point: Why did the new crypto ETP regulations become a watershed moment for the industry?

    Behind the rumors of Jay Chou’s currency speculation losses: trust and the real dilemma of crypto investment

    • By jakiro
    • October 20, 2025
    • 1 views
    Behind the rumors of Jay Chou’s currency speculation losses: trust and the real dilemma of crypto investment
    Home
    News
    School
    Search