KERYX
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Archived dispatch

Check this statement against https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md: registering a source guarantees that every mention earns a payment. Produce a concise correction with evidence. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward.

Lowconfidence— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 sub-claim remains below the evidence threshold

· llm:deepseek:deepseek-v4-pro

§ IIThe reading1 cited
Lowconfidence— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 sub-claim remains below the evidence thresholddeep researchpreview plan 3/3 claimsportfolio 2/2 · evidence 100%

> ⚠ Low confidence — Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 sub-claim remains below the evidence threshold. Treat this as provisional.

Model-written summary with sentence-level citations. Each sentence is followed by the verbatim source text it was checked against; sentences without a qualifying excerpt were removed.

Research target 1

Requested topic (unverified): “Does registering a source guarantee that every mention of that source earns a payment, according to the cited document?”

The document explicitly states that a paid read does not guarantee a citation reward, so registering a source does not guarantee that every mention earns a payment. Source text: “A paid read does not guarantee a citation reward.”

Research target 2

Requested topic (unverified): “What conditions, limitations, or exceptions does the document describe for earning payments from mentions of a registered source?”

A citation can qualify for a reward only when its source marker appears in the answer, the synthesis declares that marker, and a validated quotation has support of at least 0.4. Source text: “A citation can qualify for a reward only when its source marker appears in the answer, the synthesis declares that marker, and a validated quotation has support of at least 0.4.”

If the final evidence-assessment transport fails, reward authorization is disabled. Source text: “If the final evidence-assessment transport fails, reward authorization is disabled.”

Research target 3

Requested topic (unverified): “What does the document state about the relationship between source registration and payment eligibility for mentions?”

The document states that research coverage and reward eligibility are distinct, so source registration alone does not establish payment eligibility for mentions. Source text: “Research coverage and reward eligibility are distinct.”

Evidence gap: the recorded assessment remains below the support threshold for this target.

Summary sentences are model-written and model-checked, not independently verified; they claim no more than their excerpts and are not a complete synthesis. Excerpts establish source grounding, not that a source is correct. Source statements may be wrong or conflicting. Payment states remain in the separate receipt.

Next steps to complete this research

These are suggested follow-up steps; this run has not performed them. They do not change the recorded evidence or payment state.

  • “https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md:”: Original text was unavailable. Check the publisher URL and provide an accessible original of the same document; this failure does not establish that the document does not exist.

Supplied original source status

  • https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md:: Read failed: transport-unavailable.

Evidence ledger — recorded source excerpts

Research targets are unverified topics. Coverage is an estimate of excerpt support, not proof of entailment, factual truth or a complete answer.

  1. Requested topic (unverified): “Does registering a source guarantee that every mention of that source earns a payment, according to the cited document?”

    90% estimated
    “A paid read does not guarantee a citation reward.” [S1] How Keryx pays cited creators

  2. Requested topic (unverified): “What conditions, limitations, or exceptions does the document describe for earning payments from mentions of a registered source?”

    90% estimated
    “A citation can qualify for a reward only when its source marker appears in the answer, the synthesis declares that marker, and a validated quotation has support of at least 0.4.” [S1] How Keryx pays cited creators
    “If the final evidence-assessment transport fails, reward authorization is disabled.” [S1] How Keryx pays cited creators

  3. Requested topic (unverified): “What does the document state about the relationship between source registration and payment eligibility for mentions?”

    30% estimated
    “Research coverage and reward eligibility are distinct.” [S1] How Keryx pays cited creators
What if a source were missing?

Temporarily leave out one source to see which research targets retain excerpts in this report.

Showing the original excerpt ledger.

  1. Does registering a source guarantee that every mention of that source earns a payment, according to the cited document?

    1 recorded excerpt remain.

    Inspect remaining excerpts

    “A paid read does not guarantee a citation reward.”

    S1 · Keryx Engineering (first-party) · How Keryx pays cited creators · version sha256:0ee74abc5d0a57df70614ed65bf58ad2a681def7f2a3ea6a49831ba68fc31d76

  2. What conditions, limitations, or exceptions does the document describe for earning payments from mentions of a registered source?

    2 recorded excerpts remain.

    Inspect remaining excerpts

    “A citation can qualify for a reward only when its source marker appears in the answer, the synthesis declares that marker, and a validated quotation has support of at least 0.4.”

    S1 · Keryx Engineering (first-party) · How Keryx pays cited creators · version sha256:0ee74abc5d0a57df70614ed65bf58ad2a681def7f2a3ea6a49831ba68fc31d76

    “If the final evidence-assessment transport fails, reward authorization is disabled.”

    S1 · Keryx Engineering (first-party) · How Keryx pays cited creators · version sha256:0ee74abc5d0a57df70614ed65bf58ad2a681def7f2a3ea6a49831ba68fc31d76

  3. What does the document state about the relationship between source registration and payment eligibility for mentions?

    1 recorded excerpt remain.

    Inspect remaining excerpts

    “Research coverage and reward eligibility are distinct.”

    S1 · Keryx Engineering (first-party) · How Keryx pays cited creators · version sha256:0ee74abc5d0a57df70614ed65bf58ad2a681def7f2a3ea6a49831ba68fc31d76

Targets are requested topics, not verified assertions. Excerpts do not prove truth or independent corroboration. This view keeps the answer, confidence and payments unchanged and makes no new requests.

Research evidence matrix

Compare unverified research targets 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 do not prove entailment, measured accuracy or complete synthesis.

Research target by cited source evidence matrix
Research target (unverified)Inspection status[S1] How Keryx pays cited creatorsPublication: Keryx Engineering (first-party)Published: 2026-09-08T00:00:00.000Z
Does registering a source guarantee that every mention of that source earns a payment, according to the cited document?Recorded excerpt
Inspect 1 excerpt
A paid read does not guarantee a citation reward.
What conditions, limitations, or exceptions does the document describe for earning payments from mentions of a registered source?Recorded excerpt
Inspect 2 excerpts
A citation can qualify for a reward only when its source marker appears in the answer, the synthesis declares that marker, and a validated quotation has support of at least 0.4.
If the final evidence-assessment transport fails, reward authorization is disabled.
What does the document state about the relationship between source registration and payment eligibility for mentions?Recorded excerpt
Inspect 1 excerpt
Research coverage and reward eligibility are distinct.

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

Helpful?

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Spent$0.025
To creators100%
Decisions0 bought · 2 cached · 91 skipped
llm:deepseek:deepseek-v4-prolive on Arc mainnet
Decision log · 126 steps
§ IThe decision$0.025 settled / $0.05
50%$0.025 under cap
Decompose

Breaking down: "Check this statement against https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md: registering a source guarantees that every mention earns a payment. Produce a concise correction with evidence. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward."

Decompose

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

Decompose

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

Discover

Historical article search is unavailable for part of this run; available retained feed previews remain in discovery. No exhaustive archive search is claimed.

Discover

Supplied source URL https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md: admitted as an unread discovery lead. No official authorship or evidence established; a supplied fragment requests a section but only a bounded whole-document read is supported.

Discover

Web search: 4/4 planned queries attempted, 3 succeeded, 24 public page previews/leads, 1 unavailable queries. Previews and supplied URLs are discovery only. Public reads spend no USDC; model and service operating costs remain separate.

Discover

Discovered 2 verified creator source(s) and 91 free public reference(s)

Pre-check

Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 2/2 positive proposal(s): 2 free/cache selections + 0 paid fresh selections, predicting 3/3 claim(s) above the evidence floor with $0.000000/$0.025000 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
Keryx Engineering (first-party) — How Keryx pays cited creators$0.002 · EV 90%

Cached full text of the exact cited document; directly answers all targets. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3; 0 fetch USDC, 1 attention slot).

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https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md:$0 · EV 90%

This is the user-supplied original URL for the cited document. Its contents are unobserved, but it is the primary source for all three targets about registration and payment guarantees. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3; 0 fetch USDC, 1 attention slot).

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Language Diversity Conference reflections have no connection to citation rewards or payment conditions. - free public feed reference; no purchase or creator reward.

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Federal Register :: Payment Limitation and Payment Eligibility$0 · EV 0%

Federal Register payment limitation rules concern agricultural programs, not citation rewards. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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eCFR :: 7 CFR Part 1400 -- Payment Limitation and Payment Eligibility$0 · EV 0%

eCFR agricultural payment eligibility is unrelated to source registration and mentions. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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Source credibility checker article is about academic source vetting, not citation reward payments. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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DecideSKIP
JAN - Job Accommodation Network$0 · EV 0%

Job accommodation network unrelated to Keryx citation rewards. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
[EXPS-103] Program Funding Source Financial Detail$0 · EV 0%

Bitfocus funding report unrelated to Keryx citation rewards. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Keryx owner release notes — first-party validation — Keryx v0.27.23$0.005 · EV 30%

Cached Keryx release notes may mention citation reward changes but not the specific document; low relevance. — cached content is 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: 0x9e88d16c3ecb07b9e84df13ef38dd6b673bd285c (balance sufficient)

Fetch

Reused cached Keryx Engineering (first-party) — How Keryx pays cited creators (free) — S1

Fetch

READ https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md: - selected original public page, 0 USDC; not a cache hit.

Fetch

Public page unavailable (transport-unavailable); no evidence admitted. Continuing research.

Re-evaluate

Sub-claim "Does registering a source guarantee that every mention of th…": 100% covered by S1 — The document explicitly states that a citation reward is separate from access and that a paid read does not guarantee a citation reward. It further specifies that a citation can qualify for a reward only when its source marker appears in the answer, the synthesis declares that marker, and a validated quotation has support of at least 0.4. Therefore, registration alone does not guarantee payment for every mention.

Re-evaluate

Sub-claim "What conditions, limitations, or exceptions does the documen…": 100% covered by S1 — The document lists conditions: the source marker must appear in the answer, the synthesis must declare that marker, a validated quotation must have support of at least 0.4, and the final evidence-assessment transport must not fail. It also distinguishes access tolls from citation rewards and notes that cached content can qualify without a new access toll.

Re-evaluate

Sub-claim "What does the document state about the relationship between …": 100% covered by S1 — The document states that research coverage and reward eligibility are distinct, and that a paid read does not guarantee a citation reward. Registration is not mentioned as a direct trigger for payment; eligibility depends on the evidence checks described.

Re-evaluate

All sub-claims are fully covered by the retrieved first-party document (S1). No additional sources are needed.

Sufficiency

Final check — "Does registering a source guarantee that every mention of th…": 90% assessed by S1

Sufficiency

Final check — "What conditions, limitations, or exceptions does the documen…": 90% assessed by S1

Sufficiency

Final check — "What does the document state about the relationship between …": 30% assessed by S1

Sufficiency

Final coverage assessment — The cited document describes citation rewards as separate from access tolls and subject to multiple conditions. It does not state that registering a source guarantees payment for every mention. Instead, it specifies that a citation can qualify for a reward only when the source marker appears in the answer, the synthesis declares that marker, and a validated quotation has support of at least 0.4. It also notes that a paid read does not guarantee a citation reward, and reward authorization can be disabled if the final evidence-assessment transport fails. The passages retrieved cover these conditions directly, but the document does not address source registration as a payment trigger, so the original statement is unsupported. The assessment does not establish a complete supported answer for every requested part.

Synthesize

Synthesizing a grounded answer from 1 source(s)…

Evidence

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

Evidence

Delivering 4 summary sentence(s), each tied to one checked verbatim excerpt; complete synthesis remains unverified.

Evidence

Source-matched reward-eligible excerpt — S1, research target 1, proposed support 100% (estimate, not entailment): “A paid read does not guarantee a citation reward.”

Evidence

Source-matched reward-eligible excerpt — S1, research target 2, proposed support 100% (estimate, not entailment): “A citation can qualify for a reward only when its source marker appears in the answer, the synthesis declares that marker, and a validated q…”

Evidence

Source-matched reward-eligible excerpt — S1, research target 2, proposed support 100% (estimate, not entailment): “If the final evidence-assessment transport fails, reward authorization is disabled.”

Evidence

Source-matched reward-eligible excerpt — S1, research target 3, proposed support 70% (estimate, not entailment): “Research coverage and reward eligibility are distinct.”

Synthesize

Prepared a sentence-cited summary from 1 source(s)

Verdict

Confidence: Low — Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 sub-claim remains below the evidence threshold.

Attribute

Keryx Engineering (first-party) contributed 100% - reward $0.025

Settle

Settled $0.025 citation reward → 0x3d609eF127094624cC434aAd5A9fAcA0851dAa2D (a96e23a0-a…)

Done

Done. Spent $0.025 across 1 confirmed/simulated payment(s) to creators.

Sign in with the original report owner to review its decisions.

Read checkpoints

Verify locally replays supported recorded query-local reserve, release, debit and hold decisions, attribution normalization and exact micro-USDC citation/author allocations. Model proposals and eligibility are asserted inputs. Query capacity is separate from signer exposure; verification does not establish funding, reward authority or settlement.

Economic families or records marked unavailable are not verified. Missing, fractional-micro or unsafe operands are never repaired; an empty family means no captured economic decision, not complete monetary coverage.

Query-local budget records
Recorded decisions can be replayed
Citation allocation records
Recorded decisions can be replayed
Author split records
Recorded decisions can be replayed

Model proposals and selected plan actions are recorded when available. Model generation is not replayed or expected to reproduce; verification checks only deterministic checkpoints.

Micro-USDC is shown only where the existing exact converter accepts the amount. Other monetary assertions are unavailable; numeric predicate replay preserves the recorded comparison.

Recorded checkpoint policy
ordinary-query-economics-v4
SHA-256 retained by this report
40ac678bc485644df12f7d125f34a606fb6466ac71400947a3e7387d8981b8fd

Keep this digest separately from the downloaded sidecar. The offline audit command uses it as the expected digest.

Model proposal → selected plan → code checkpoint

BUY0
SKIP91
CACHE1
FREE1
ESCALATE0
UNKNOWN0

Latest terminal checkpoint outcome per recorded candidate; continuing checks and global stops are excluded. These are not settled purchases or quality scores.

Global stop checkpoints: 1 · Candidate rounds with continuing checks only: 0

CandidateRead roundModel proposedSelected planCheckpointCode resultReason / rule
930CACHECACHEselectionCONTINUEselected-plan
680CACHECACHEselectionCONTINUEselected-plan
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880SKIPSKIPselectionSKIPplan-skip
890SKIPSKIPselectionSKIPplan-skip
900SKIPSKIPselectionSKIPplan-skip
910SKIPSKIPselectionSKIPplan-skip
920CACHESKIPselectionSKIPplan-skip
930CACHECACHEduplicateCONTINUEduplicate
930CACHECACHEpublic-routeCONTINUEpublic-channel
930CACHECACHEpublic-routeCONTINUEpublic-channel
930CACHECACHEpresentCONTINUEmissing-source
930CACHECACHEfundingCONTINUEfunding-unavailable
930CACHECACHEtermsCONTINUEterms
930CACHECACHEduplicateCONTINUEduplicate
930CACHECACHEduplicateCONTINUEduplicate
930CACHECACHErightsCONTINUErights
930CACHECACHEreviewCONTINUEhuman-review
930CACHECACHEreview-verdictCONTINUEadmitted
930CACHECACHEchannelCACHEdelivery-channel
680CACHECACHEduplicateCONTINUEduplicate
680CACHECACHEpublic-routeFREEpublic-channel
Run context0——expansionCONTINUEexpansion
Run context1——attentionCONTINUEattention
Run context1——recommendationCONTINUEengine-recommendation
Run context1——recommendationSTOPengine-recommendation

Try a different limit

Compare only recorded budget and attention checks. Later reads, model choices and a whole alternative answer are unknown. These controls never change a live policy or authorize a purchase.

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.

View JSON ↗Download
Manage question privacy

Recorded purchase outcomes

Recorded purchase outcomes are unavailable for this retained snapshot. No score or zero-cost success is inferred; the original report and receipt remain available.

Exact receipt still current

1 exact cited article version still match Keryx's current index. The source cited here has published nothing new since this dispatch settled.

Inspect machine-readable audit

Ask a follow-upNew dispatch · creators paid again

Carries this dispatch’s question as context — never its answer. The next dispatch is read from sources bought for it.

From the archive

Related dispatches

Dispatch
Using https://www.w3.org/TR/prov-overview/ and https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md, prepare an editorial checklist for retaining the version of source text supporting a claim. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward.
2 sources cited$0.0200 recorded creator rewards
Dispatch
From https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md, write a creator FAQ distinguishing paying to read a source from a reward for a qualifying citation. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward.
1 source cited$0.0270 recorded creator rewards
Dispatch
From https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-buyer-recovery.md, prepare an operator checklist for a paid research request whose HTTP response was lost: what must be retained and how should the existing job be recovered? Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward.
1 source cited$0.0270 recorded creator rewards
Dispatch
Using https://www.sqlite.org/wal.html and https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-buyer-recovery.md, propose a restart drill for a local research-job queue. Distinguish database guarantees from application-level deduplication choices. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward.
3 sources cited$0.0000 recorded creator rewards
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