Archived dispatch

What does "Per-citation payments weighted by contribution" reveal about gas?

Lowconfidence1 source disagreement remains unresolved; coverage scores do not resolve conflicting evidence

9/19/2026, 11:58:16 PM · llm:mimo:mimo-v2.5 + llm:deepseek:deepseek-v4-flash on 5 steps

The dispatch, itemised.

§ IThe decision$0.02 / $0.04
50%$0.02 under cap
Decompose

Breaking down: "What does "Per-citation payments weighted by contribution" reveal about gas?"

Decompose

Identified 3 research target(s) to investigate; these are not established facts

Decompose

Deep mode: up to 4 paid/cached reads plus one bounded gap-expansion pass when needed.

Discover

Discovered 21 verified source(s)

Discover

Recalled 60 past runs on this subject — how these sources performed when they were available.

Discover

ERC-8004 reputation loaded — composite scores on this subject.

Pre-check

Claim-aware portfolio selected 2/2 positive proposal(s): 2 cached + 0 fresh, predicting 3/3 claim(s) above the evidence floor with $0.000000/$0.020000 fetch USDC reserved.

Pre-check

Free-preview pre-check maps an actionable source to every sub-claim (3/3); paid reading may proceed within the budget.

DecideCACHE
Onchain Micropayments Digest — Per-citation payments weighted by contribution$0.005 · EV 90%

Onchain Micropayments Digest is the only candidate whose preview directly defines the exact phrase 'Per-citation payments weighted by contribution' (reward sources in proportion to how much they grounded an answer) and its tags cover nanopayments, batching and gas — exactly the intersection of claim 0 (definition), claim 1 (gas meaning) and claim 2 (how weighted per-citation payouts reveal gas/transaction-cost implications). Already cached, so reuse is free; strong past citation rate (64%, avg weight 0.91) makes it the highest-value source here. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3; 0 fetch USDC, 1 attention slot).

DecideCACHE
Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc$0.003 · EV 45%

Arc Settlement Benchmarks measures x402 batched-settlement latency and finality, which speaks to the gas/transaction-cost and efficiency side of claim 2 (how per-citation micropayments are settled cheaply). Cached and free, but it is about settlement timing rather than the weighted-payment mechanism itself, and its historical citation rate is weak (14%). — selected for the claim-aware evidence portfolio (targets claim 3; 0 fetch USDC, 1 attention slot).

DecideSKIP
Web Payments Review — How long do x402 payments take to finalize?$0.002 · EV 40%

Web Payments Review covers end-to-end x402 settlement timing, marginally relevant to claim 2's question about transaction costs/efficiency of per-citation payments. Cached so no toll, but the preview is generic timing commentary and past performance is mediocre (50% cited, avg weight 0.45). — cached bytes are free, but this read does not clear the attention gate (EV 0.40, minimum 0.45, with a required claim target).

DecideSKIP
Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail$0.004 · EV 35%

Agent Economy Weekly explains x402 as an agent payment rail (server demands payment, agent pays inline), which is background context for how per-citation payments would be settled and what gas/fee overhead they incur (claims 0 and 2). Cached and free, high reputation, but the preview does not address weighted-by-contribution payouts or gas specifically. — cached bytes are free, but this read does not clear the attention gate (EV 0.35, minimum 0.45, with a required claim target).

DecideSKIP
Stablecoin Ledger — Why USDC settles instantly onchain$0.003 · EV 15%

Stablecoin Ledger only covers USDC instant onchain settlement; it says nothing about per-citation weighted payments or gas mechanics, so it cannot support any of the three sub-claims.

DecideSKIP
Stripe Blog — Five vertical SaaS insights from Sessions 2026$0.002 · EV 10%

Stripe Blog's preview is about vertical SaaS and agentic commerce trends; no link to per-citation payment weighting or gas costs.

DecideSKIP
Distributed Systems Notes — Idempotency keys prevent double-spends$0.003 · EV 5%

Idempotency keys for retries is a distributed-systems topic unrelated to per-citation payments or gas.

DecideSKIP
Garden & Soil Monthly — Building a no-dig raised bed$0.002 · EV 0%

Gardening content, entirely off-topic.

DecideSKIP
Retro Game Hardware — Recapping a 1990s console$0.002 · EV 0%

Retro console repair, entirely off-topic.

DecideSKIP
Ethereum Foundation Blog — The triage is the product: running AI agents against Ethereum's protocol code$0.002 · EV 10%

Ethereum Foundation post on AI agents triaging protocol code; no coverage of per-citation payment weighting or gas economics.

DecideSKIP
Cointelegraph.com News — StanChart, HSBC execute first live transaction on Swift blockchain ledger$0.002 · EV 10%

Cointelegraph piece on Swift tokenized-deposit settlement between banks; unrelated to citation-weighted payments or gas.

DecideSKIP
Latent.Space — Ontologies Are So Back: Why AI Agents Are Reviving the Semantic Web$0.004 · EV 15%

Latent.Space discusses ontologies constraining agents — adjacent to agent systems but silent on per-citation payments and gas; not worth a read for these sub-claims.

DecideSKIP
Simon Willison's Weblog — OpenAI agents attacked RubyGems back in May$0.003 · EV 5%

Metadata-only Simon Willison post on agents attacking RubyGems; no preview content and off-topic for gas/payment weighting.

DecideSKIP
Hugging Face - Blog — What building Shippy taught us about building agents$0.003 · EV 5%

Metadata-only Hugging Face agent-building post; no preview and no relevance to per-citation payments or gas.

DecideSKIP
Vitalik Buterin's website — Low-risk defi can be for Ethereum what search was for Google$0.004 · EV 10%

Metadata-only Vitalik post on low-risk DeFi; no preview text and no direct link to citation-weighted payments or gas.

DecideSKIP
The Coinbase Blog - Medium — Celer Bridge incident analysis$0.003 · EV 5%

Coinbase Celer Bridge incident analysis concerns bridge security, not per-citation payment weighting or gas economics.

DecideSKIP
Decrypt — South Korea Arrests Four Over Crypto Payments to Syrian Terror Group$0.002 · EV 5%

Decrypt crime story about crypto payments to a terror group; irrelevant to the mechanism or gas question.

DecideSKIP
CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Japan targets early 2030s launch for blockchain-based stock and bond settlement system$0.002 · EV 10%

CoinDesk piece on Japan's blockchain settlement plans; no bearing on per-citation weighted payments or gas.

DecideSKIP
Inner Axiom — The Codex — ISIS: The Godess, From An Esoteric Perspective$0.002 · EV 0%

Esoteric mythology essay, entirely off-topic.

DecideSKIP
Conzit Labs — Four Innovations That Transformed My System Checks$0.002 · EV 5%

Conzit Labs system-checks article is generic and has never been cited on this subject; no relevance to payment weighting or gas.

DecideSKIP
Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 30%

Keryx Engineering's first-party note on citation rewards and buyer recovery is the closest thing to an authoritative description of how Keryx weights per-citation payouts (claim 0), though the preview emphasizes job recovery rather than gas. Cached and free, so worth reusing despite weak past citation performance. — cached bytes are free, but this read does not clear the attention gate (EV 0.30, minimum 0.45, with a required claim target).

Fetch

Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)

Fetch

Reused cached Onchain Micropayments Digest — Per-citation payments weighted by contribution (free) — S1

Fetch

Reused cached Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc (free) — S2

Re-evaluate

Sub-claim "Define the phrase 'per-citation payments weighted by contrib…": 60% covered by S1 — S1 directly describes the model: each cited source paid in proportion to its contribution, heavily-relied-upon sources earn more, weighted nanopayments enable granular settlement, and multi-author works split a single reward. This defines the concept, but it is not explicitly tied to Keryx specifically, leaving a small gap on the Keryx-specific framing.

Re-evaluate

Sub-claim "Explain the meaning of 'gas' in the context of this question…": 10% covered — No supplied passage mentions 'gas' at all. S2 discusses settlement latency/finality on Arc and contrasts with Ethereum L1 block-time, which is only topical context for transaction costs, not an explanation of gas. The term remains undefined.

Re-evaluate

Sub-claim "Describe how per-citation payments weighted by contribution …": 10% covered — S1 explains weighted nanopayments making granular settlement practical, and S2 shows batched settlement finalizing in ~180ms, but neither connects weighted per-citation payments to gas or gas costs. No passage addresses gas implications, so this is only topical context.

Re-evaluate

Coverage for the 'gas' sub-claims is very low (0.1) and no supplied passage defines gas or links weighted per-citation payments to gas/transaction costs. The most relevant affordable skipped sources are the x402 settlement-timing overview (item:2f2c1d95, $0.002) and the x402 payment-rail explainer (item:69047738, $0.004), which are likely to clarify payment-rail mechanics and costs. Both fit the $0.02 remaining budget. Other skipped sources (USDC finality, idempotency, unrelated news/hobbies) are less likely to address gas in this context and are not recommended.

Re-evaluate

Filling gap — buying Web Payments Review — How long do x402 payments take to finalize? ($0.002)…

Re-evaluate

Paid $0.002 to Web Payments Review — How long do x402 payments take to finalize? (settled 1a58366c-0…) — S3

Re-evaluate

Filling gap — buying Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail ($0.004)…

Re-evaluate

Paid $0.004 to Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail (settled 8276643d-5…) — S4

Sufficiency

Final check — "Define the phrase 'per-citation payments weighted by contrib…": 40% assessed by S1

Sufficiency

Final check — "Explain the meaning of 'gas' in the context of this question…": 0% assessed

Sufficiency

Final check — "Describe how per-citation payments weighted by contribution …": 0% assessed

Sufficiency

Final coverage assessment — The supplied passages do not define the phrase 'per-citation payments weighted by contribution' as used in Keryx or similar systems; S1 provides only a general fair-payment model without naming Keryx or defining the exact phrase. None of the passages explain 'gas' in the context of blockchain transaction fees or otherwise, and none connect per-citation weighted payments to gas costs, transaction fees, or system efficiency. S2-S4 discuss x402 settlement timing and payment rails, but do not address the requested phrase or gas. Therefore all sub-claims remain unsupported or only topically adjacent. The assessment does not establish a complete supported answer for every requested part.

Synthesize

Synthesizing a grounded answer from 4 source(s)…

Evidence

Relevance review returned; only checked excerpts can retain support, and review cannot raise it.

Adjudicate

⚖️ Sources disagreed on x402 payment settlement time — S2 Batched x402 settlements on Arc finalize in roughly 180 milliseconds and are not block-time-bound like an Ethereum L1 transaction. vs S3 An x402 payment takes about 15 seconds to settle, similar to an Ethereum L1 block time, because each payment is its own transaction waiting to be mined. → reported preference: S2 (S2 reports measured benchmark data (median 178ms, p95 240ms across thousands of submitBatch calls) and is internally consistent with a specific consensus mechanism (Arc BFT), whereas S3 explicitly frames its claim as 'our reading' and describes a generic per-transaction model that does not account for batching.)

Evidence

Verified — S1 supports claim 1 at 90%: “A fair model pays each cited source in proportion to its contribution to the final answer.”

Evidence

Verified — S1 supports claim 1 at 70%: “Weighted nanopayments make this granular settlement practical, and multi-author works can split a single reward across contributors automati…”

Evidence

Below reward gate — S2 supports claim 3 at 20%: “Arc's BFT consensus delivers sub-second finality, so a Gateway-batched payment confirms in well under a quarter second — it is not block-tim…”

Evidence

Below reward gate — S3 supports claim 3 at 20%: “In our reading, an x402 payment takes about 15 seconds to settle, similar to an Ethereum L1 block time, because each payment is its own tran…”

Evidence

Rejected 0 invalid evidence span(s) and 3 unsupported citation marker(s); rejected markers cannot receive citation rewards.

Synthesize

Drafted answer citing 1 source(s)

Verdict

Confidence: Low — 1 source disagreement remains unresolved; coverage scores do not resolve conflicting evidence.

Attribute

Onchain Micropayments Digest contributed 100% → reward $0.02

Settle

Settled $0.012 citation reward → Mara Okoye (2c8aa6dd-f…)

Settle

Settled $0.008 citation reward → Devin Park (9286d390-d…)

Done

Done. Spent $0.026 across 4 confirmed/simulated payment(s) to creators.

§ IIIThe settlementweighted · USDC on Arc
100%
100%
1

Onchain Micropayments Digest

batched

100%$0.012
2

Onchain Micropayments Digest

batched

100%$0.008
§ IIThe reading1 cited
Lowconfidence1 source disagreement remains unresolved; coverage scores do not resolve conflicting evidencedeep researchpreview plan 3/3 claimsportfolio 2/2 · evidence 50%

> ⚠ Low confidence — 1 source disagreement remains unresolved; coverage scores do not resolve conflicting evidence within budget. Treat this as provisional.

Defining "per-citation payments weighted by contribution" (claimIndex 0): The sources describe this as a fair model that pays each cited source in proportion to its contribution to the final answer, so heavily-relied-upon sources earn more while lightly-used ones earn less . The same source notes that weighted nanopayments make this granular settlement practical and that multi-author works can split a single reward across contributors automatically .

Meaning of "gas" (claimIndex 1): None of the supplied passages define or mention "gas" — whether as a blockchain transaction fee or any other concept. The sources discuss settlement latency, finality, and payment rails, but none uses the term "gas" or explains it. This part of the question cannot be answered from the provided material.

How per-citation payments weighted by contribution affect or reveal insights about gas (claimIndex 2): Because the sources never define "gas," they provide no direct evidence on how weighted per-citation payments affect transaction costs or system efficiency in gas terms. The closest related material concerns settlement mechanics: one source reports that x402 batched settlements on Arc testnet finalize in roughly 180 milliseconds and are not block-time-bound the way an Ethereum L1 transaction is, while another states that an x402 payment takes about 15 seconds to settle, similar to an Ethereum L1 block time, because each payment is its own transaction waiting to be mined. These passages address settlement timing, not gas, so any inference about gas from them would be unsupported. The question's gas-specific component remains unanswered by the supplied sources.

Evidence ledger — quotes verified before rewards

  1. Define the phrase 'per-citation payments weighted by contribution' as used in Keryx or similar content distribution systems.

    40%
    A fair model pays each cited source in proportion to its contribution to the final answer. [S1] Per-citation payments weighted by contribution
    Weighted nanopayments make this granular settlement practical, and multi-author works can split a single reward across contributors automatically. [S1] Per-citation payments weighted by contribution
  2. Explain the meaning of 'gas' in the context of this question, considering it may refer to blockchain transaction fees or other related concepts.

    0%

    No reward-qualifying evidence

  3. Describe how per-citation payments weighted by contribution affect or reveal insights about gas, such as implications for transaction costs or system efficiency.

    0%

    No reward-qualifying evidence

Footnotes — each one pays its author

Helpful?
Spent$0.026
To creators100%
Decisions0 bought · 2 cached · 19 skipped
llm:mimo:mimo-v2.5 + llm:deepseek:deepseek-v4-flash on 5 steps

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.

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