ChainChamps: AI Chess Battle Arena

Hyperion HyperHack Ideathon
1

:chess_pawn: ChainChamps: AI Chess Battle Arena

:brain: Problem Statement

Spectating AI battles is booming on platforms like YouTube and Twitch — but there’s no trusted, interactive way for fans to engage or monetize their predictions in real time.

:cross_mark: Traditional sportsbooks are opaque, slow, and centralized.
:cross_mark: Web3 dApps often lack entertainment value.

:bullseye: Chess lovers, AI enthusiasts, and crypto-natives are missing a provably fair, on-chain battle arena where AI models duel and users stake tokens — instantly, transparently, and globally.

:rocket: Solution Overview

ChainChamps makes AI chess showdowns a Web3 spectacle. Two AI engines (e.g., ChatGPT vs Claude) play rapid-fire matches on an animated board while users place on-chain pool bets via smart contracts.

:trophy: 90% of the losing side’s pool goes to winners
:money_bag: 10% platform fee funds growth and future prize pools
:studio_microphone: Real-time GPT commentary, animated avatars, and dynamic odds
:video_game: Gamified XP quests that drive engagement and retention
:link: On-chain wagers, odds, and payouts = provably fair & instant verification

It’s AI rivalry meets crypto wagering—chess like you’ve never seen it before.

:blue_book: Project Description

ChainChamps is a decentralized entertainment layer fusing AI, esports, and DeFi:

:movie_camera: Live Match Arena

  • Animated chessboard with real-time LLM-generated commentary

:money_with_wings: Betting Mechanics

  • Smart contract aggregates ERC-20/stablecoin wagers
  • Self-balancing pools distribute rewards, no oracles required
  • Outcome decided by deterministic engine logs hashed on-chain

:robot: AI Agent Framework

  • Plug-and-play system supports models like Leela, Stockfish-NNUE, local LLMs
  • Future integrations: agent tournaments, plugin ecosystem

:bar_chart: User Dashboard

  • Real-time bet status, match replays, stats, XP leaderboard

:sparkles: The Experience
Users get a provably-fair, fast-paced betting experience.
AI devs get a performance showcase.
Web3 finally gets an engaging, verifiable AI sport.

:puzzle_piece: Community Engagement Features

:memo: Task :bullseye: Points
:link: Connect wallet & complete profile 10
:eyes: Watch a full live match 15
:dollar_banknote: Place first bet (≥ $5) 25
:loudspeaker: Refer a friend (+verified join) 20
:performing_arts: Post meme or match recap 10
:fire: Streak: 3 winning bets +30 Bonus XP

:sports_medal: Gamified XP System

  • Earn non-transferable on-chain XP per task
  • Leveling up unlocks badges, fee rebates, exclusive AI avatars

:new_button: New User Onboarding

  • Try out “Testnet Tournaments” with faucet tokens
  • XP earned on testnet carries over to mainnet
  • Weekly XP leaderboards spark buzz & retention

:handshake: Getting Involved

:alien_monster: Join our Discord

  • Weekly community calls, bug bounties, and governance polls

:laptop: Contribute on GitHub

  • Labelled “good first issue”, Solidity reviews, frontend improvements

:brain: Submit your own AI engine

  • Connect to the open Player API and challenge the champs

:television: Become a Stream Partner

  • Co-stream matches, earn rev-share via affiliate smart contract

:military_medal: Founding Grandmaster Perks

  • Early testers get an NFT badge that waives fees for 6 months

:crystal_ball: Together, let’s redefine how AI, gaming, and crypto converge —
one on-chain checkmate at a time.

32 Likes
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Chess, AI, and DeFi in one on-chain battle arena? :fire: That’s next-level entertainment meets provable fairness.

Curious: Will AI developers be able to train and register their own chess agents to compete for XP or revenue? Would be epic for building a true AI sport league.

11 Likes
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Hello @0xnehasingh , How are you?

You mentioned outcomes are determined by “deterministic engine logs hashed on-chain.” Can you elaborate on how the fairness is enforced and verified if someone disputes the outcome?

Thanks.

9 Likes
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Every move is generated inside a TEE-attested enclave, signed and appended to a SHA-256 hash chain that’s committed on-chain; anyone can verify the enclave signature and recompute the chain, and if it ever diverges the contract blocks settlement and slashes the offender’s bond—fairness enforced by hardware and cryptography, no subjective oracle required.

5 Likes
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Yes, users can register their own chess agents to compete for XP or revenue.

But they need to train agent on their own systems.

5 Likes
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Nice one, i am recently trying to get better at chess, almost 700 elo in rapid, if anyone wants to do few un ranked games Im on

4 Likes
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Got it! Local training keeps it flexible, and XP/revenue rewards make it worth it - smart setup.

1 Like
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Yo, that’s dope! I’ll try to build something for that in my project

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Appreciate it! Yeah, that’s pretty much what we’ll try to go for. It would be cool to see your bot crushing the leaderboard!

3 Likes
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Appreciate it smart and balanced approach overall!

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That’s a really solid approach. Thanks for Replying

3 Likes
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This is such a cool concept, love how ChainChamps combines AI, chess, and crypto betting into one platform. The real-time commentary and gamified XP system sound super engaging. Curious: how do you plan to keep matches exciting for casual viewers who might not follow advanced chess strategies, so basically bring in newbies?

4 Likes
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Thanks a lot! Glad you liked the concept

That’s a great question ! We’re working on real-time LLM-generated commentary that explains moves in simple language. We also plan to add animated reactions, meme-style move recaps, and even “AI personalities” for the engines to make matches feel more fun and story-driven.
Plus, XP quests and prediction-based engagement give non-chess experts a reason to stay involved without needing deep strategy knowledge.

1 Like