What would I need to verify before relying on a claim about sub-cent payments per cited source?
10/1/2026, 12:06:24 PM · llm:deepseek:deepseek-v4-flash
> ⚠ Low confidence — 3 sub-claims remain below the evidence threshold within budget. Treat this as provisional.
The sources do not support a specific claim about "sub-cent payments per cited source." No passage defines or measures a per-cited-source payment amount, states what counts as a cited source or as a payment, or quantifies any sub-cent figure. What can be said from the sources is limited to adjacent points:
- On verification before relying on a payment-related claim: the Keryx note says buyers should inspect both the research result and its economics before judging the outcome, and that the completed job must match the original package, creator cap, paid total and request. It also warns that creator amounts can be settled, pending or unknown, and that the client must not silently turn missing accounting into zero. However, none of these passages is about sub-cent payments per cited source, so they do not establish verification steps for that specific claim.
- On definition/measurement: the only source discussing paying cited sources is an abstract stating that a fair model pays each cited source in proportion to its contribution to the final answer, with heavily-relied-upon sources earning more and lightly-used ones less, and weighted nanopayments making granular settlement practical . This describes a weighting principle but does not define "sub-cent," specify what counts as a cited source, or specify what counts as a payment.
- On sources of error, uncertainty, or dispute: no source addresses error or uncertainty in sub-cent-per-cited-source claims. The Keryx note mentions that payment evidence and content delivery remain separate and that a completed job means execution finished, not that the answer was adequately supported, but these are not about sub-cent payment measurement.
The remaining sources concern x402 settlement latency on Arc and x402 as a payment rail; neither addresses per-cited-source payments or sub-cent amounts. Therefore the question as posed is not answerable from the provided passages, and no evidence items are emitted for it.
Evidence ledger — supporting quotes
What evidence or verification steps would be needed before relying on a claim about sub-cent payments per cited source?
0%No supporting evidence
How is a 'sub-cent payment per cited source' defined or measured, including what counts as a cited source and what counts as a payment?
10%“A fair model pays each cited source in proportion to its contribution to the final answer.” [S4] Per-citation payments weighted by contribution
What are the known sources of error, uncertainty, or dispute in claims about sub-cent payments per cited source?
0%No supporting evidence
Research evidence matrix
Compare research claims with cited sources and inspect recorded excerpts. An empty cell means no inspectable excerpt was recorded; it does not establish whether a claim is true, false, or disputed. Coverage and agent confidence are not measured accuracy.
| Research claim | Inspection status | [S4] Per-citation payments weighted by contributionPublication: Onchain Micropayments DigestPublished: Not recorded |
|---|---|---|
| What evidence or verification steps would be needed before relying on a claim about sub-cent payments per cited source? | No inspectable excerpt recorded | No excerpt recorded |
| How is a 'sub-cent payment per cited source' defined or measured, including what counts as a cited source and what counts as a payment? | Recorded excerpt | Inspect 1 excerptA fair model pays each cited source in proportion to its contribution to the final answer. |
| What are the known sources of error, uncertainty, or dispute in claims about sub-cent payments per cited source? | No inspectable excerpt recorded | No excerpt recorded |
Reference export
1 article references. Recorded titles, links and dates; observed scholarly records also include supplied authors, DOI and journal metadata with read limits. Review metadata before using in a paper. Import RIS into Zotero with File → Import.
Cited sources and references
- 4Per-citation payments weighted by contributionOnchain Micropayments Digest100%$0.015 planned
Decision log · 58 steps
Breaking down: "What would I need to verify before relying on a claim about sub-cent payments per cited source?"
Identified 3 research target(s) to investigate; these are not established facts
Deep mode: up to 4 paid/cached/public reads plus one bounded gap-expansion pass when needed.
Discovered 21 verified creator source(s) and 4 free public reference(s)
Recalled 60 past runs on this subject — how these sources performed when they were available.
ERC-8004 reputation loaded — composite scores on this subject.
Claim-aware portfolio selected 4/5 positive proposal(s): 4 cached + 0 fresh, predicting 3/3 claim(s) above the evidence floor with $0.000000/$0.015000 fetch USDC reserved.
Free-preview pre-check maps an actionable source to every sub-claim (3/3); paid reading may proceed within the budget.
Keryx Engineering first-party (rep 36/100, 44% citation, avg weight 0.81) documents how buyers quote, journal purchases, and verify evidence for paid research jobs — the strongest available source on what must be checked before relying on a per-citation payment claim (claims 0 and 2). Cached, free. — selected for the claim-aware evidence portfolio (targets claims 1, 3; 0 fetch USDC, 1 attention slot).
Arc Settlement Benchmarks (rep 27/100, 34% citation, avg weight 0.78) gives benchmark methodology and results for x402 batched-settlement finality — precisely the measurement basis and uncertainty (claims 1 and 2) needed before trusting sub-cent settlement claims. Cached, free. — selected for the claim-aware evidence portfolio (targets claims 2, 3; 0 fetch USDC, 1 attention slot).
Agent Economy Weekly (rep 24/100, 32% citation) explains x402 as an agent payment rail — relevant to defining what counts as a payment/cited source (claim 1) and to what must be checked before trusting per-payment claims (claim 0). Cached, free reuse. — selected for the claim-aware evidence portfolio (targets claims 1, 2; 0 fetch USDC, 1 attention slot).
Onchain Micropayments Digest (rep 23/100, 33% citation) covers per-citation payments weighted by contribution — directly on the definition/measurement of a sub-cent payment per cited source (claim 1) and the uncertainty in weighting (claim 2). Cached, free. — selected for the claim-aware evidence portfolio (targets claims 2, 3; 0 fetch USDC, 1 attention slot).
Open-source AI tooling survey; nothing about sub-cent payment verification, measurement, or error sources. No target supported. - free public feed reference; no purchase or creator reward.
Cloudflare OS agent platform announcement; no bearing on verifying sub-cent payment claims. No target supported. - free public feed reference; no purchase or creator reward.
LLM agent architecture explainer; unrelated to payment verification methodology. No target supported. - free public feed reference; no purchase or creator reward.
NASA engineering excellence essay; no relevance to sub-cent payment claims. No target supported. - free public feed reference; no purchase or creator reward.
Stablecoin Ledger (rep 13/100, 25% citation) abstract asserts USDC settles in seconds with finality on L2s — a settlement-speed claim whose basis is exactly what claim 0 asks you to verify before relying on sub-cent payment assertions. Cached, so reuse is free. — cached bytes are free, but this read does not clear the attention gate (EV 0.35, minimum 0.45, with a required claim target).
Distributed Systems Notes (rep 26/100, 38% citation) on idempotency keys preventing double-spends speaks to a concrete error mode (duplicate/retried payments) that must be ruled out before relying on per-payment counts — claim 2. Cached, free. — cached bytes are free, but this read does not clear the attention gate (EV 0.40, minimum 0.45, with a required claim target).
Gardening article; wholly off-topic. No target supported.
Retro console repair; wholly off-topic. No target supported.
Stripe Blog (0 citations in 5 reads here) on card dispute evidence — payment-adjacent but about chargebacks, not sub-cent onchain payment verification. Poor track record, no target supported.
Ethereum Foundation post on AI agents triaging protocol code; no link to sub-cent payment measurement or verification. No target supported.
Cointelegraph (0 citations in 4 reads) on an Illinois crypto tax lawsuit; not about sub-cent payment claims. Not cached and no target supported.
Latent.Space (rep 25/100) on managing OSS contributors with agent factories; despite good reputation, topic is unrelated to payment verification. No target supported.
Metadata-only entry with zero plaintext bytes; nothing to read and off-topic (AI security incident). No target supported.
Title on source-aware verification for MCP agents is conceptually adjacent to claim 0, but deliveryKind is metadata_only with 0 plaintext bytes — no readable content to justify a toll. No target supported.
Vitalik on formal verification — metadata_only, no text, and about protocol proofs rather than payment-claim verification. No target supported.
Coinbase web3 identity piece from 2022; not about sub-cent payment measurement or its error sources. No target supported.
Decrypt (0 citations in 5 reads) on UK FCA authorization timing; regulatory news, not payment-claim verification. No target supported.
CoinDesk (0 citations in 2 reads) on the dollar/euro onchain gap — stablecoin volume, not sub-cent per-citation payment verification. No target supported.
Esoteric essay on Isis; wholly off-topic. No target supported.
UPI merchant-fee sustainability piece; macro payments policy, not verification of sub-cent per-source claims. Not cached, no target supported.
Web Payments Review (rep 17/100, 25% citation) overviews end-to-end x402 settlement timing — useful for how payment finality is measured and where timing uncertainty arises (claims 1 and 2). Cached, free. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.
Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)
Reused cached Keryx Engineering (first-party) — Recovering a Keryx paid research job (free) — S1
Reused cached Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc (free) — S2
Reused cached Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail (free) — S3
Reused cached Onchain Micropayments Digest — Per-citation payments weighted by contribution (free) — S4
Attention budget is full at 4 source(s); no broader context will be purchased.
Final check — "What evidence or verification steps would be needed before r…": 10% assessed by S1
Final check — "How is a 'sub-cent payment per cited source' defined or meas…": 10% assessed by S4
Final check — "What are the known sources of error, uncertainty, or dispute…": 10% assessed by S1
Final coverage assessment — The gathered sources provide only general context about payment systems, settlement latency, and weighted per-citation payment models. None directly addresses verification steps, definitions/measurement of 'sub-cent payment per cited source,' or known sources of error/uncertainty/dispute for such claims. S1 discusses verifying completed research jobs and receipts but does not address sub-cent payments per cited source. S2 covers settlement latency, not sub-cent payment verification. S3 covers x402 per-request payments, not per-cited-source payments. S4 describes a weighted per-citation payment model but does not define measurement or verification steps. Therefore all sub-claims remain largely unanswered. The assessment does not establish a complete supported answer for every requested part.
Synthesizing a grounded answer from 4 source(s)…
Relevance review returned; only checked excerpts can retain support, and review cannot raise it.
Below support/reward gate — S1 supports claim 1 at 20%: “Buyers should inspect both the research result and its economics before judging the outcome.”
Below support/reward gate — S1 supports claim 1 at 20%: “The completed job must match the original package, creator cap, paid total and request.”
Verified — S4 supports claim 2 at 40%: “A fair model pays each cited source in proportion to its contribution to the final answer.”
Below support/reward gate — S4 supports claim 2 at 30%: “Weighted nanopayments make this granular settlement practical, and multi-author works can split a single reward across contributors automati…”
Below support/reward gate — S1 supports claim 3 at 20%: “Payment evidence and content delivery remain separate.”
Below support/reward gate — S1 supports claim 3 at 20%: “A completed job means execution finished, not that the answer was adequately supported.”
Rejected 0 invalid evidence span(s) and 3 unsupported citation marker(s); rejected markers cannot receive citation rewards.
Drafted answer citing 1 source(s)
Confidence: Low — 3 sub-claims remain below the evidence threshold.
Onchain Micropayments Digest contributed 100% - reward $0.015
Settled $0.009 citation reward → Mara Okoye (94f36bf0-d…)
Settled $0.006 citation reward → Devin Park (f6d525f7-f…)
Done. Spent $0.015 across 2 confirmed/simulated payment(s) to creators.
Portable research receipt
Take the evidence trail with you
One deterministic JSON bundle binds the answer, visible decisions, exact article versions, claim evidence and a Circle-settlement snapshot under SHA-256. Retain the digest to detect later changes; the self-check is not a publisher or Keryx signature.
Exact receipt still current
1 exact cited article version still match Keryx's current index.
Carries this dispatch’s question as context — never its answer. The next dispatch is read from sources bought for it.