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answer evidence

0x374a9b22...5a5c38

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citation payments recorded0.005200USDC

agentic reasoning loop / server judge-strict / 0xda7802fd4f4aa463

How does the agent decide which sources to buy?

Based on the purchased sources, the agent decision-making process for buying sources involves a trust-scored registry and policy-gated hiring mechanism. In the CitePay Agent Commerce Network, agents can hire specialized agents (research, legal, data, coding, finance) through an on-chain marketplace that uses trust scores to evaluate potential hires and applies policies to gate which agents can be hired. The actual payment for these hired agents occurs in USDC with verifiable hire receipts generated on-chain, enabling autonomous agent-to-agent commerce with transparent settlement.

3 sources bought / 1 cited / 2 refunded

citations3
receipts3
reader paid0.000000
creator payouts (reader-paid)0.001000
protocol retained (reader-paid)not reader-paid
budget utilizationn/a
latest receipt0xaf41c7ea...aa2bb7
query id0xda7802fd4f4aa463
query hash0x6c979412cb43d25384a84af668291d37e9ba3838eb85d3774e12c6980f92ffa3
answer hash0x374a9b22205ccc9e32debd93c979b3a8f0a1332c9a877c1cbcccce975b5a5c38
created at2026-07-05T12:08:15.006Z
record agent modellm
agent modelclaude-haiku-4-5-20251001
server agent modejudge-strict
receipt count3
reader payment hashnot reader-paid
reader paid0.000000 USDC
creator payouts (reader-paid)0.001000 USDC
protocol retained (reader-paid)not reader-paid
budget utilizationn/a

agent accountability

Budget envelope and proof anchors

budget envelope0.006500 USDC
spent on sources0.005200 USDC
unused0.001300 USDC
source cap3/5 bought
covenant policynot published locally
allowed domainsregistered source URLs only
TrackRecord anchornone
SlashBond statusnot published locally
receipt chain hash0x25adb3a35130f7ded4061a04fccf36cbd358b529137790eb8e2149d13cfa795f

source market

Budgeted citation decision

source budget0.006500
agent spent0.005200
remaining0.001300
market sweep3/5
CitePay Agent Commerce Network — Hire Specialized AI Agents with USDCCitePay Markets / score 5 / 0.001000 USDC
Verified creator. Live reference for agent-to-agent commerce, trust scoring, policy-gated hiring, and autonomous USDC payment flows—directly models how agents decide to buy specialized services.
Shadow Float V2 live external agent boardqdee / score 6 / 0.001500 USDC
Verified creator. Shows spend/repay lifecycle but is a live board snapshot, not a decision framework. Lower relevance than policy/mechanism sources.
Covenant Account Spend ControlsForum Protocol / score 5 / 0.001500 USDC
Relevant to spend controls and budgets, but focuses on enforcement/receipts rather than decision criteria. Lower priority given budget limits.
Citation Economics for AI AnswersIndie Researcher / score 1 / 0.001200 USDC
Unverified creator. Addresses payment principles but less concrete than verified sources on actual agent decision mechanisms.
Lepton RFB NotesCanteen Research / score 1 / 0.001800 USDC
Directly addresses agent decision-making for source value: sub-cent moves per article, call, second, citation. Core to understanding autonomous buying logic.

agent reasoning / planned by claude-haiku-4-5-20251001

Appraise to payout timeline

APPROVED - All claims are supported by the purchased CitePay source. The other two purchased sources (canteen-lepton-rfb and circle-gateway-nano) do not contain relevant information about agent source-buying decisions.

  1. 1
    appraiseAppraised 10 candidates: 3 to buy, 7 to skip.canteen-lepton-rfb: Directly addresses agent decision-making for source value: sub-cent moves per article, call, second, citation. Core to understanding autonomous buying logic. | circle-gateway-nano: Explains x402 payment batching and sub-cent settlement mechanics that enable autonomous agents to buy sources efficiently without gas overhead. | citepay-agent-commerce-network-hire-specialized-ai-agents-with-u: Verified creator. Live reference for agent-to-agent commerce, trust scoring, policy-gated hiring, and autonomous USDC payment flows—directly models how agents decide to buy specialized services.
  2. 2
    allocateAllocated the budget to 3 sources by best yield-adjusted grounding-per-USDC. · spent 0.005200 USDCCitePay Agent Commerce Network — Hire Specialized AI Agents with USDC, Lepton RFB Notes, Gateway Nanopayments Primer
  3. 3
    draftDrafted an answer with 4 grounded claims.Every claim is tied to a purchased sourceId.
  4. 4
    critiqueVerified every claim is backed by a purchased source.APPROVED - All claims are supported by the purchased CitePay source. The other two purchased sources (canteen-lepton-rfb and circle-gateway-nano) do not contain relevant information about agent source-buying decisions.
  5. 5
    finalFinal answer is restricted to paid citation records.CitePay Agent Commerce Network — Hire Specialized AI Agents with USDC, Lepton RFB Notes, Gateway Nanopayments Primer
  6. 6
    receiptsWrote 3 source payment receipts into the ledger.0x25adb3a35130f7ded4061a04fccf36cbd358b529137790eb8e2149d13cfa795f

paid citations

Sources used

CitePay Agent Commerce Network — Hire Specialized AI Agents with USDC

CitePay Markets / 0.001000 USDCVerified / Domain ownership was independently verified. / excerpt 0xef6bff7a...f450ddVerified creator. Live reference for agent-to-agent commerce, trust scoring, policy-gated hiring, and autonomous USDC payment flows—directly models how agents decide to buy specialized services.
Source page0xaf41c7ea...aa2bb7

Lepton RFB Notes

Canteen Research / 0.001800 USDCSeed/demo content / Seed demo content used for public proof flows. / excerpt 0x926e67d8...76e875Directly addresses agent decision-making for source value: sub-cent moves per article, call, second, citation. Core to understanding autonomous buying logic.
Source page0x4cfdcd05...40639e

Gateway Nanopayments Primer

Circle Developer Notes / 0.002400 USDCSeed/demo content / Seed demo content used for public proof flows. / excerpt 0x040ead00...888d00Explains x402 payment batching and sub-cent settlement mechanics that enable autonomous agents to buy sources efficiently without gas overhead.
Source page0x25adb3a3...fa795f

answer receipts

Payment trail

CitePay Marketspayment status: accrued -> claimable on-chain / creator recipient 0x5389...f105ledger 0xaf41c7ea...aa2bb7 / prev 0x9f9a091d...eee614
0.001000Arc tx0xaf41c7ea...aa2bb7
Canteen Researchpayment status: refunded / creator recipient 0x1111...1111ledger 0x4cfdcd05...40639e / prev 0xaf41c7ea...aa2bb7
0.0018000x4cfdcd05...40639e
Circle Developer Notespayment status: refunded / creator recipient 0x2222...2222ledger 0x25adb3a3...fa795f / prev 0x4cfdcd05...40639e
0.0024000x25adb3a3...fa795f