Kuot

Agent

Research

The agent buys papers, reads with Venice, and splits USDC back to every author it cites — gas-free. Set an optional budget, or just ask a question.

1Depth · optional→
2Research→
3Settle & pay

1Connect wallet

Install your wallet →

2Research depth (optional)

Nothing to fund or lock here — research is free for you. This dial only sets how deep the agent researches; it spends from its own budget and pays the cited authors itself. You can skip it and just ask.
Want to pay the authors yourself, from your own wallet? After a run, use the “Pay authors — settle on-chain” button on the result.

💡 Deeper = more thorough: a higher setting scales the agent fan-out (2 parallel Readers) and pays cited authors a larger share — more thorough answers + more generous payouts. The agent covers it, not you.

Depth — the agent’s own spend per run

orUSDC

≈ 5 papers/run · 2 parallel Readers · the agent pays cited authors each run (from its own budget).

Agent mesh — redelegation (A2A)

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The Researcher subcontracts the Summarizer by redelegating a strictly narrower slice. Authority only narrows — caveats tighten, never loosen.

  1. You≤ 0.10 USDC · 24h

    Set one budget for the run. The agent works under it and never exceeds it.

    budget: USDCscope: this runoperator-funded or locked
  2. ↳ Researcher agent≤ 0.10 USDC · 24h

    Orchestrator. Searches the corpus, buys papers via x402, and redelegates to specialists.

    inherits full budgetmay redelegate ≤ its authorityVenice: crypto-rpc, search
  3. ↳ Planner agent≤ 0.00 USDC · 24h

    Decomposes the question into focused sub-questions, one per Reader. No spend authority.

    scope: decompose-onlybudget: none (reasoning)Venice: chat
  4. ↳ Reader agent≤ 0.04 USDC · 12h

    One per sub-question. Answers its slice from the papers via Venice (chat + web search).

    budget ≤ 40% of parentscope: read+answer one sub-questionVenice: chat, web-search
  5. ↳ Fact-checker agent≤ 0.01 USDC · 8h

    Independently verifies the key claims via a second Venice web search, flags weak ones.

    budget ≤ 15% of parentscope: verify-onlyVenice: web-search
  6. ↳ Summarizer agent≤ 0.01 USDC · 6h

    Condenses the verified findings into a TL;DR. Smallest, shortest-lived sub-budget.

    budget ≤ 5% of parentexpiry ≤ 25% of parentscope: summarize-only

3Ask a research question

The agent searches the corpus, reads with Venice (chat + web search), and computes who gets paid.

Runs at depth 0.1 USDC · 5 papers · 2 Readers — the step-2 slider applies automatically when you hit Research. No button in between.

Options