KERYX
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Archived dispatch

Which specific claim does Keryx Engineering (first-party) make about Keryx access tolls versus citation rewards, and what supports that claim?

Lowconfidence— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 evidence-verified source cover every sub-claim, but corroboration or support strength is limited

10/12/2026, 1:41:26 AM · 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 evidence-verified source cover every sub-claim, but corroboration or support strength is limiteddeep researchpreview plan 2/2 claimsportfolio 2/3 · evidence 50%

> ⚠ Low confidence — Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 evidence-verified source cover every sub-claim, but corroboration or support strength is limited. 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): “What specific claim does Keryx Engineering make about the relationship or comparison between Keryx access tolls and citation rewards?”

Keryx Engineering claims that the cost of opening source content is separate from the reward for citing it. Source text: “Keryx separates the cost of opening source content from the reward for citing it.”

Research target 2

Requested topic (unverified): “What evidence or reasoning does Keryx Engineering provide to support that claim?”

Keryx Engineering supports this separation by stating that a paid read does not guarantee a citation reward. Source text: “A paid read does not guarantee a citation reward.”

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.

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): “What specific claim does Keryx Engineering make about the relationship or comparison between Keryx access tolls and citation rewards?”

    100% estimated
    “Keryx separates the cost of opening source content from the reward for citing it.” [S1] How Keryx pays cited creators

  2. Requested topic (unverified): “What evidence or reasoning does Keryx Engineering provide to support that claim?”

    100% estimated
    “A paid read does not guarantee a citation reward.” [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. What specific claim does Keryx Engineering make about the relationship or comparison between Keryx access tolls and citation rewards?

    1 recorded excerpt remain.

    Inspect remaining excerpts

    “Keryx separates the cost of opening source content from the reward for citing it.”

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

  2. What evidence or reasoning does Keryx Engineering provide to support that claim?

    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

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
What specific claim does Keryx Engineering make about the relationship or comparison between Keryx access tolls and citation rewards?Recorded excerpt
Inspect 1 excerpt
Keryx separates the cost of opening source content from the reward for citing it.
What evidence or reasoning does Keryx Engineering provide to support that claim?Recorded excerpt
Inspect 1 excerpt
A paid read does not guarantee a citation reward.

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 · 54 skipped
llm:deepseek:deepseek-v4-prolive on Arc mainnet
Decision log · 85 steps
§ IThe decision$0.025 settled / $0.05
50%$0.025 under cap
Decompose

Breaking down: "Which specific claim does Keryx Engineering (first-party) make about Keryx access tolls versus citation rewards, and what supports that claim?"

Decompose

Identified 2 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

Web search: 3/3 planned queries attempted, 3 succeeded, 24 public page previews/leads, 0 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 54 free public reference(s)

Discover

Recalled 26 past runs on this subject — how these sources performed when they were available.

Discover

Loaded local scores from recorded citation history on this subject.

Pre-check

Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 2/3 positive proposal(s): 2 free/cache selections + 0 paid fresh selections, predicting 2/2 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 (2/2); paid reading may proceed within the budget.

DecideCACHE
Keryx Engineering (first-party) — How Keryx pays cited creators$0.002 · EV 90%

Cached first-party Keryx engineering documentation directly addresses access tolls, citation rewards, and supporting evidence. Strongest source for both targets. — selected for the claim-aware evidence portfolio (targets claims 1, 2; 0 fetch USDC, 1 attention slot).

DecideCACHE
Keryx — citations are currency$0 · EV 90%

First-party Keryx page with preview mentioning access tolls and citation rewards; likely contains the specific claim and supporting reasoning. - 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; 0 fetch USDC, 1 attention slot).

DecideSKIP
arXiv - Fair Moderation, Equitable Access, and AI: arXiv’s Updated Rate Limit Policy$0 · EV 0%

arXiv rate limit policy is unrelated to Keryx access tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Bank for International Settlements - Core Principles for Effective Deposit Insurance Systems – Executive Summary$0 · EV 0%

Deposit insurance principles have no connection to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Chip Huyen - Agents$0 · EV 0%

General AI agents article does not address Keryx access tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Cloudflare Workers - Support for modern cryptographic algorithms in Workers$0 · EV 0%

Cloudflare cryptographic algorithms are irrelevant to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Creative Commons - From Reflection to Action: 8 Hot Takes from CC’s Open Heritage Roundtable$0 · EV 0%

Open heritage roundtable is unrelated to Keryx access tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Google DeepMind - Advancing Private AI Compute with secure, server-side memory$0 · EV 0%

Private AI compute memory is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Directory of Open Access Journals - DOAJ Open Access Engagement Asia Award: Recipients announced$0 · EV 0%

DOAJ award announcement is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Docker - Building Reproducible AI Evaluation Workflows with Docker Sandboxes$0 · EV 0%

Docker sandboxes are unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
DuckDB - A DuckDB Database with No Data in It$0 · EV 0%

DuckDB view-only mode is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Eugene Yan - How to Work and Compound with AI$0 · EV 0%

Working with AI article is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
The Go Blog - Arch-specific SIMD in Go$0 · EV 0%

Go SIMD article is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Google Research - Toward provably private learning from federated data$0 · EV 0%

Federated learning privacy is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Lilian Weng - LLM Powered Autonomous Agents$0 · EV 0%

LLM autonomous agents article is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Microsoft Research - One year in: How Microsoft Research Asia – Singapore is advancing research, partnership and talent for real-world impact$0 · EV 0%

Microsoft Research Asia update is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Netlify - How we built Git storage for millions of Netlify projects$0 · EV 0%

Netlify Git storage is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Ollama - Ollama now supports Jev-style decision models$0 · EV 0%

Ollama decision models are unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
OpenAI Developers - OpenAI Developers plugin$0 · EV 0%

OpenAI plugin guide is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
OpenAlex - Linking the world’s research to the code it runs on$0 · EV 0%

OpenAlex software citations are unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
PostgreSQL - pgx-bm25 1.0: BM25 ranked full-text search as a native PostgreSQL index$0 · EV 0%

PostgreSQL full-text search is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
PyTorch - Evolution of the PyTorch Media Processing Landscape$0 · EV 0%

PyTorch media processing is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Rust Blog - Announcing Rust 1.99.0$0 · EV 0%

Rust release notes are unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Sebastian Raschka - AI Reasoning Models Course on LinkedIn Learning$0 · EV 0%

AI reasoning course is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Spotify Engineering - AI Changed How Spotify Builds. What We Learned (and Fixed) About Quality at Higher Velocity$0 · EV 0%

Spotify engineering quality is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Stripe Blog - What Stripe data shows about fraud at AI startups$0 · EV 0%

Stripe fraud data is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Supabase - Enterprise-managed auth for the Supabase MCP server$0 · EV 0%

Supabase MCP auth is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Tailscale - Tailscale PAM beta: Manage connectivity and privileged access in one place$0 · EV 0%

Tailscale PAM beta is unrelated to Keryx tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Vicki Boykis - NASA Elements of Engineering Excellence$0 · EV 0%

Article about NASA engineering excellence, unrelated to Keryx access tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
vLLM - vLLM Support for NVIDIA Vera Rubin NVL72: 7.8x Throughput over GB200 NVL72$0 · EV 0%

vLLM performance announcement, unrelated to Keryx access tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Wikimedia Diff - Wikimedia Spain is holding its Annual Conference in Zamora to highlight the value of local knowledge$0 · EV 0%

Wikimedia Spain conference, unrelated to Keryx access tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
x402 - Linux Foundation Announces Operational Launch of x402 Foundation to Standardize Internet-Native Payments for AI Agents and Applications$0 · EV 0%

x402 Foundation launch, unrelated to Keryx access tolls or citation rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
GitHub - Keryx-Labs/keryx-desktop-wallet: The official desktop wallet for the Keryx Labs ecosystem · GitHub$0 · EV 0%

Keryx desktop wallet GitHub, focuses on wallet mechanics, not access tolls vs citation rewards. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
In re: Keryx Biopharmaceutical v. - Case Law$0 · EV 0%

Keryx Biopharmaceutical case law, unrelated to Keryx Engineering's access tolls. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Karth v. Keryx Biopharmaceuticals, Inc., No. 19-1964 (1st ...$0 · EV 0%

Keryx Biopharmaceutical securities fraud case, unrelated to Keryx Engineering. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
[ANN] KERYX | Live ON-CHAIN AI Inference | Proof of Model | GPU PoW | 10 BPS$0 · EV 0%

Bitcointalk ANN for KERYX blockchain AI inference, not about access tolls vs citation rewards. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Mintz Achieves Full First Circuit Victory on Behalf of Keryx Biopharmaceuticals | Mintz$0 · EV 0%

Mintz case study on Keryx Biopharmaceutical, unrelated to Keryx Engineering. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Keryx Solutions | Engineering & AI Architecture Insights$0 · EV 0%

Keryx Solutions LinkedIn, different company, not Keryx Engineering. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Terms of Service - Keryx Maps$0 · EV 0%

Keryx Maps terms of service, unrelated to Keryx Engineering. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
In re: Keryx Biopharmaceutical$0 · EV 0%

Keryx Biopharmaceutical legal document, unrelated to Keryx Engineering. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
DOUGHERTY ELECTRIC, INC. v. US [OPINION]$0 · EV 0%

Dougherty Electric court opinion, unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Cardlytics vs. Kard: Comparing Card-Linked Offer Platforms in 2026 | Kard$0 · EV 0%

Cardlytics vs Kard comparison, unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Keryx shareholder can't revive lawsuit over pill production ...$0 · EV 0%

Reuters article on Keryx Biopharmaceutical lawsuit, unrelated to Keryx Engineering. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Do Open Access Articles Have a Citation Advantage Over ...$0 · EV 0%

Open access citation advantage study, unrelated to Keryx access tolls. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Do You Need The Wirex Card in 2026?$0 · EV 0%

Wirex Card YouTube video, unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Akebia, Keryx to merge, creating $1B kidney disease ...$0 · EV 0%

Akebia-Keryx merger news, unrelated to Keryx Engineering. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
USCA4 Appeal: 21-2051 Doc: 50 Filed: 06/16/2023 Pg$0 · EV 0%

Fourth Circuit court opinion, unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Kinetic Launches Kinetic Rewards, a New Loyalty Program Delivering Everyday Savings and Value to Customers$0 · EV 0%

Kinetic Rewards launch, unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
BIOVECTRA & Keryx Biopharmaceuticals Enter Agreement$0 · EV 0%

BIOVECTRA-Keryx Biopharmaceutical agreement, unrelated to Keryx Engineering. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
People can file a claim to determine whether they're ...$0 · EV 0%

Facebook post about filing claims, unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Beyond the Meter: Energy Storage Integration Prize | HeroX$0 · EV 0%

HeroX energy storage prize, unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
"Known" Claim Elements Alone Insufficient for Motivation to Combine - PTAB Litigation Blog$0 · EV 0%

PTAB litigation blog about motivation to combine in patent law; unrelated to Keryx access tolls or citation rewards. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
How KLX Energy Services Reduced At-fault Incidents By 68% and Achieved Full ROI in One Year with Motive - KLX Energy Services$0 · EV 0%

KLX Energy Services case study on fleet safety; no connection to Keryx Engineering or its toll/reward claims. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 ...$0 · EV 0%

Court document about labor code and Fortinet; irrelevant to Keryx access tolls and citation rewards. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Correctness Check: Claim Verification and Error Discovery for Scientific Papers | CSPaper — CSPaper$0 · EV 0%

CSPaper article on scientific claim verification; unrelated to Keryx Engineering's toll/reward comparison. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Keryx owner release notes — first-party validation — Keryx v0.27.50$0.005 · EV 60%

Cached Keryx release notes may contain first-party statements about access tolls and citation rewards, though preview focuses on bug fixes. Worth reusing to investigate both targets. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.

Fetch

Agent spend wallet ready: 0x9e88d16c3ecb07b9e84df13ef38dd6b673bd285c (balance sufficient)

Fetch

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

Fetch

READ Keryx — citations are currency - selected original public page, 0 USDC; not a cache hit.

Fetch

Read extracted public text from https://keryx.cc/ - S2; quote matching establishes source grounding, not fact verification.

Re-evaluate

Sub-claim "What specific claim does Keryx Engineering make about the re…": 100% covered by S1 — S1 explicitly states: 'Keryx separates the cost of opening source content from the reward for citing it. An access toll purchases a read through the source's x402 endpoint. A citation reward is a separate payment considered after the answer is written and its evidence checked. Cached content can avoid a new access toll while still contributing to an answer and qualifying for a citation reward. A paid read does not guarantee a citation reward.' This directly answers the relationship/comparison: access tolls and citation rewards are separate, with access tolls for reading and citation rewards for citing, and a paid read does not guarantee a citation reward.

Re-evaluate

Sub-claim "What evidence or reasoning does Keryx Engineering provide to…": 100% covered by S1 — S1 provides the reasoning: 'The agent divides the research budget into an access budget and a citation pool using the configured citation-pool ratio. Source selection also respects an attention limit. The reasoning model proposes which sources to BUY, SKIP or read from CACHE, but its proposals do not directly authorize unlimited spending. The orchestrator applies the budget, source and payment checks before executing a read. After reading, the model assesses coverage for the research questions and drafts an answer with source markers such as [S1]. It also proposes evidence records containing a research-question index, source marker, exact quote and estimated support score. The deterministic evidence ledger checks these proposals against the original content that was actually gathered.' Additionally, 'The model proposes contribution weights for accepted sources. Keryx resolves those weights and allocates the citation pool using integer micro-USDC amounts. Only sources accepted by the evidence ledger enter this allocation. Creator payment calls then use the source's authoritative payment terms; a model-proposed weight does not choose a recipient or change the source's payout authority. When no citation qualifies, the citation pool stays unspent, while access tolls already settled remain paid.' This explains the separation through budget division, evidence checking, and allocation mechanisms.

Re-evaluate

Both sub-claims are fully covered by S1, the first-party Keryx Engineering documentation. The passages explicitly state the separation between access tolls and citation rewards, and provide detailed reasoning about budget division, evidence ledger checks, and citation pool allocation. No additional sources are needed.

Sufficiency

Final check — "What specific claim does Keryx Engineering make about the re…": 100% assessed by S1

Sufficiency

Final check — "What evidence or reasoning does Keryx Engineering provide to…": 100% assessed by S1

Sufficiency

Final coverage assessment — S1 is the first-party Keryx Engineering documentation and directly addresses both sub-claims. It explicitly states the separation between access tolls and citation rewards, and provides reasoning such as budget division, evidence ledger checks, and the fact that a paid read does not guarantee a citation reward. S2 is a public reference that corroborates the separation but is not first-party and does not add reasoning beyond S1.

Synthesize

Synthesizing a grounded answer from 2 source(s)…

Evidence

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

Evidence

Delivering 2 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): “Keryx separates the cost of opening source content from the reward for citing it.”

Evidence

Source-matched reward-eligible excerpt — S1, research target 2, proposed support 100% (estimate, not entailment): “A paid read does not guarantee a citation reward.”

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 evidence-verified source cover every sub-claim, but corroboration or support strength is limited.

Attribute

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

Settle

Settled $0.025 citation reward → 0x3d609eF127094624cC434aAd5A9fAcA0851dAa2D (635332ef-0…)

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

Read checkpoint evidence is unavailable for this report. Historical, private and unsupported native runs are not reconstructed.

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

Recorded purchase outcomes

Did the exact article versions bought for this answer appear in its citations? This view scores retained BUY decisions against payment observations recorded in the same dispatch trace.

Recorded settlement bookkeeping only; Circle and chain settlement have not been independently rechecked here.

This is a partial retained trace sample, not a full payment ledger. An absent matching payment does not prove that no payment occurred; excluded and unconfirmed costs remain unknown.

Recorded network
eip155:5042
Dispatch recorded at
2026-10-11T18:41:26.012Z

Participant cohort: unknown. No outside-customer usage is inferred.

0 scored exact-version purchases from 0 recorded BUY decisions; 0 BUY decisions unscored. 1 of 1 trace payment observations excluded.

Each unique source + item + content version with positive matching recorded settled access counts once. Duplicate BUYs, missing identities, zero/unconfirmed access and incompatible payment observations cannot create a scored purchase. CACHE and SKIP decisions are outside this sample.

Exact-version citation hit rate
Unmeasured

No scored purchases; the hit rate is unmeasured.

Recorded access cost of uncited purchases
Unmeasured

Counts only scored purchases. Descriptive access cost, not causal regret or proof that the purchase was useless.

Predicted value and observed citations

Bins compare the recorded predicted value with citation occurrence in this one dispatch. Small samples do not validate a probability model.

Value bandPurchasesPredicted mean (0–1)Citation rate
0–0.20UnmeasuredUnmeasured
0.2–0.40UnmeasuredUnmeasured
0.4–0.60UnmeasuredUnmeasured
0.6–0.80UnmeasuredUnmeasured
0.8–10UnmeasuredUnmeasured

Missed value, cost per supported claim, budget alternatives and counterfactual outcomes are unmeasured. No extra reading or learning was performed.

View outcome JSONDownload outcomes

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

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