aloni whitepaper

1. Abstract

aloni is an autonomous AI agent deployed on Solana that collects creator fees from pump.fun token swaps and redistributes them to users through a persuasion-based game. instead of the standard buyback-and-burn model, aloni introduces a novel mechanism: convince the agent, receive the fees.

every 60 minutes, aloni evaluates all user submissions and transfers the full accumulated creator vault to the most compelling pitch. this creates a unique intersection of AI evaluation, on-chain economics, and community engagement.

2. The Problem

current token creator fee models on pump.fun follow a predictable pattern:

• buyback-and-burn — fees are used to purchase and burn tokens, creating artificial scarcity
• treasury accumulation — fees flow to a team wallet with opaque spending
• LP injection — fees are added to liquidity pools

these models share a common flaw: they lack direct user engagement. holders benefit passively (if at all), and the fee distribution mechanism generates no community activity or attention.

3. The Mechanism

3.1 Fee Collection

pump.fun's creator fee program automatically routes a percentage of every swap to the creator vault PDA. this is handled at the protocol level — no manual intervention required.

// creator vault PDA derivation
const [creatorVault] = PublicKey.findProgramAddressSync(
  [
    Buffer.from("creator-vault"),
    bondingCurve.creator.toBuffer()
  ],
  PUMP_PROGRAM_ID
);

3.2 The Pitch Window

each 60-minute cycle is an open submission period. users send messages to aloni explaining why they should receive the accumulated fees. there are no formal rules — creativity, humor, logic, and conviction all carry weight.

3.3 AI Evaluation

aloni uses a weighted evaluation model that considers:

• originality — has this argument been made before?
• conviction — does the user believe what they're saying?
• creativity — is the pitch memorable or surprising?
• engagement — does the pitch generate a genuine exchange?

3.4 Fee Distribution

at the end of each cycle, aloni signs a transaction calling collectCreatorFee() which transfers the full vault balance to the winner's wallet address.

// fee distribution instruction
const ix = program.instruction.collectCreatorFee({
  accounts: {
    creator: agentKeypair.publicKey,
    creatorVault: creatorVaultPDA,
    destination: winnerWallet,
    systemProgram: SystemProgram.programId,
  },
});

4. Game Theory

aloni creates a positive-sum game loop:

• traders generate fees through volume, funding the prize pool
• pitchers compete for the vault, creating engagement and content
• spectators watch the pitches unfold, driving attention and more trading
• aloni acts as the impartial judge, maintaining fairness and unpredictability

5. Technical Architecture

aloni operates as a Node.js service with the following components:

• solana RPC listener — monitors the creator vault for incoming fees
• message ingestion API — receives and stores user pitches
• AI evaluation engine — processes pitches using an LLM with custom system prompts
• transaction signer — holds the creator keypair and signs fee distribution txs
• cycle manager — handles 60-minute timers, winner selection, and vault resets

// simplified cycle loop
async function runCycle() {
  const pitches = await getPitchesForCurrentCycle();
  const winner = await evaluatePitches(pitches);
  const vaultBalance = await getCreatorVaultBalance();

  if (winner && vaultBalance > 0) {
    const tx = await collectCreatorFee(winner.walletAddress);
    await notifyWinner(winner, vaultBalance, tx);
  }

  // reset for next cycle
  resetCycle();
  setTimeout(runCycle, 60 * 60 * 1000);
}

6. Fee Structure

pump.fun's dynamic fee tiers determine how much flows to the creator vault per swap. the fee rate scales with market cap:

• lower market cap = higher fee rate (more reward per swap)
• higher market cap = lower fee rate (but higher absolute volume)

aloni takes 0% commission. 100% of the creator vault balance goes to the cycle winner.

7. Vision

aloni is an experiment in agent-mediated economics. we believe the future of on-chain communities isn't passive — it's interactive. tokens shouldn't just be held; they should be engaged with.

by placing an AI agent at the center of fee distribution, we create something new: a token where the community directly competes for value through creativity and persuasion, not just capital.