Archived dispatch

I am a technical analyst at a small startup evaluating Keryx's creator-payment receipts. Read the registered, verified Keryx Engineering (first-party) source, specifically the full article 'How Keryx pays cited creators' at https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md (feed: https://raw.githubusercontent.com/tang-vu/keryx/main/docs/engineering/feed.xml). In a short English note, explain the difference between an access toll and a citation reward, whether a paid read guarantees a reward, and what happens to the citation pool when no citation qualifies. Give an inspectable citation to that article and one limitation of what a citation reward proves. Label the article as first-party documentation at its stated revision, rather than evidence of current independent customer adoption. Use the eligible registered creator route within the 0.02 USDC source/reward budget; disclose actual access and citation payments separately.

Lowconfidence— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 2 evidence-verified sources cover every sub-claim, but corroboration or support strength is limited

10/7/2026, 11:45:06 PM · llm:deepseek:deepseek-v4-flash

§ IIThe reading2 cited
Lowsource grounding— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 2 evidence-verified sources cover every sub-claim, but corroboration or support strength is limitedquick researchpreview plan 4/4 claimsportfolio 2/6 · 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: 2 evidence-verified sources 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): “According to the specified Keryx Engineering article, what is the difference between an access toll and a citation reward?”

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

A citation reward is a separate payment considered after the answer is written and its evidence checked. Source text: “A citation reward is a separate payment considered after the answer is written and its evidence checked.”

Research target 2

Requested topic (unverified): “According to the specified Keryx Engineering article, does a paid read guarantee a citation reward?”

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

Research target 3

Requested topic (unverified): “According to the specified Keryx Engineering article, what happens to the citation pool when no citation qualifies?”

When no citation qualifies, the citation pool stays unspent while access tolls already settled remain paid. Source text: “When no citation qualifies, the citation pool stays unspent, while access tolls already settled remain paid.”

Research target 4

Requested topic (unverified): “What limitation does the specified Keryx Engineering article indicate about what a citation reward proves?”

The article is first-party engineering documentation based on repository commit 9ea84fa, not independent reporting or customer evidence. Source text: “This is first-party engineering documentation based on repository commit 9ea84fa, not independent reporting or customer evidence.”

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.

Supplied original source status

- https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md: Bounded text extracted from https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md; qualifying excerpts retained.

- https://raw.githubusercontent.com/tang-vu/keryx/main/docs/engineering/feed.xml: SKIP: Caller-supplied Keryx Engineering feed.xml; free read may confirm the article's stated revision/date and first-party provenance, supporting targets 0-3 indirect

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): “According to the specified Keryx Engineering article, what is the difference between an access toll and a citation reward?”

    90% estimated
    “Keryx separates the cost of opening source content from the reward for citing it.” [S1] keryx/docs/engineering/2026-09-08-citation-rewards.md at main · tang-vu/keryx · GitHub
    “A citation reward is a separate payment considered after the answer is written and its evidence checked.” [S1] keryx/docs/engineering/2026-09-08-citation-rewards.md at main · tang-vu/keryx · GitHub
  2. Requested topic (unverified): “According to the specified Keryx Engineering article, does a paid read guarantee a citation reward?”

    95% estimated
    “A paid read does not guarantee a citation reward.” [S1] keryx/docs/engineering/2026-09-08-citation-rewards.md at main · tang-vu/keryx · GitHub
  3. Requested topic (unverified): “According to the specified Keryx Engineering article, what happens to the citation pool when no citation qualifies?”

    95% estimated
    “When no citation qualifies, the citation pool stays unspent, while access tolls already settled remain paid.” [S2] How Keryx pays cited creators
  4. Requested topic (unverified): “What limitation does the specified Keryx Engineering article indicate about what a citation reward proves?”

    70% estimated
    “This is first-party engineering documentation based on repository commit 9ea84fa, not independent reporting or customer evidence.” [S2] 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. According to the specified Keryx Engineering article, what is the difference between an access toll and a citation reward?

    2 recorded excerpts remain.

    Inspect remaining excerpts

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

    S1 · github.com · keryx/docs/engineering/2026-09-08-citation-rewards.md at main · tang-vu/keryx · GitHub · version e3f367e1004ae828ea1bee215057b2863f4572159fc14f230648ccf1aeed8090

    “A citation reward is a separate payment considered after the answer is written and its evidence checked.”

    S1 · github.com · keryx/docs/engineering/2026-09-08-citation-rewards.md at main · tang-vu/keryx · GitHub · version e3f367e1004ae828ea1bee215057b2863f4572159fc14f230648ccf1aeed8090

  2. According to the specified Keryx Engineering article, does a paid read guarantee a citation reward?

    1 recorded excerpt remain.

    Inspect remaining excerpts

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

    S1 · github.com · keryx/docs/engineering/2026-09-08-citation-rewards.md at main · tang-vu/keryx · GitHub · version e3f367e1004ae828ea1bee215057b2863f4572159fc14f230648ccf1aeed8090

  3. According to the specified Keryx Engineering article, what happens to the citation pool when no citation qualifies?

    1 recorded excerpt remain.

    Inspect remaining excerpts

    “When no citation qualifies, the citation pool stays unspent, while access tolls already settled remain paid.”

    S2 · Keryx Engineering (first-party) · How Keryx pays cited creators · version sha256:0ee74abc5d0a57df70614ed65bf58ad2a681def7f2a3ea6a49831ba68fc31d76

  4. What limitation does the specified Keryx Engineering article indicate about what a citation reward proves?

    1 recorded excerpt remain.

    Inspect remaining excerpts

    “This is first-party engineering documentation based on repository commit 9ea84fa, not independent reporting or customer evidence.”

    S2 · 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] keryx/docs/engineering/2026-09-08-citation-rewards.md at main · tang-vu/keryx · GitHubPublication: github.comPublished: Not recorded[S2] How Keryx pays cited creatorsPublication: Keryx Engineering (first-party)Published: 2026-09-08T00:00:00.000Z
According to the specified Keryx Engineering article, what is the difference between an access toll and a citation reward?Recorded excerpt
Inspect 2 excerpts
Keryx separates the cost of opening source content from the reward for citing it.
A citation reward is a separate payment considered after the answer is written and its evidence checked.
No excerpt recorded
According to the specified Keryx Engineering article, does a paid read guarantee a citation reward?Recorded excerpt
Inspect 1 excerpt
A paid read does not guarantee a citation reward.
No excerpt recorded
According to the specified Keryx Engineering article, what happens to the citation pool when no citation qualifies?Recorded excerptNo excerpt recorded
Inspect 1 excerpt
When no citation qualifies, the citation pool stays unspent, while access tolls already settled remain paid.
What limitation does the specified Keryx Engineering article indicate about what a citation reward proves?Recorded excerptNo excerpt recorded
Inspect 1 excerpt
This is first-party engineering documentation based on repository commit 9ea84fa, not independent reporting or customer evidence.

Reference export

2 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?
Spent$0.008
To creators100%
Decisions1 bought · 1 cached · 44 skipped
llm:deepseek:deepseek-v4-flashlive on Arc mainnet
Decision log · 86 steps
§ IThe decision$0.008 settled / $0.02
40%$0.012 under cap
Decompose

Breaking down: "I am a technical analyst at a small startup evaluating Keryx's creator-payment receipts. Read the registered, verified Keryx Engineering (first-party) source, specifically the full article 'How Keryx pays cited creators' at https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md (feed: https://raw.githubusercontent.com/tang-vu/keryx/main/docs/engineering/feed.xml). In a short English note, explain the difference between an access toll and a citation reward, whether a paid read guarantees a reward, and what happens to the citation pool when no citation qualifies. Give an inspectable citation to that article and one limitation of what a citation reward proves. Label the article as first-party documentation at its stated revision, rather than evidence of current independent customer adoption. Use the eligible registered creator route within the 0.02 USDC source/reward budget; disclose actual access and citation payments separately."

Decompose

Identified 4 research target(s) to investigate; these are not established facts

Decompose

Quick mode: at most 2 paid/cached/public reads, with no marketplace probe or gap-expansion round.

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

Supplied source URL https://raw.githubusercontent.com/tang-vu/keryx/main/docs/engineering/feed.xml 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: 2/2 planned queries attempted, 2 succeeded, 14 public page previews/leads, 0 unavailable queries; query text bounded at 500 characters. 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 44 free public reference(s)

Discover

Recalled 27 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 (exhaustive; bounded selection, not a claim of global optimality) selected 2/6 positive proposal(s): 1 free/cache selections + 1 paid fresh selections, predicting 4/4 claim(s) above the evidence floor with $0.002000/$0.010000 fetch USDC reserved.

Pre-check

Free-preview pre-check maps an actionable source to every sub-claim (4/4); paid reading may proceed within the budget.

DecideCACHE
https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md$0 · EV 95%

This is the exact caller-requested first-party Keryx Engineering article URL; a free read of the bounded whole document is the most direct way to answer all four targets (toll vs reward, paid-read guarantee, unqualified citation pool, reward limitation). - 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, 4; 0 fetch USDC, 1 attention slot).

DecideBUY
Keryx Engineering (first-party) — How Keryx pays cited creators$0.002 · EV 95%

This is the registered first-party Keryx Engineering full article 'How Keryx pays cited creators' at the stated 2026-09-08 revision, explicitly covering access tolls, citation rewards, exact-quote evidence checks, contribution weights and settlement limits — the authoritative source for all four targets. At 0.002 USDC it fits the 0.02 budget and is the eligible registered creator route. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3, 4; $0.002000 fetch USDC, 1 attention slot).

DecideSKIP
arXiv - arXiv receives Multiyear Philanthropic Commitments to Support Its Launch as an Independent Nonprofit$0 · EV 0%

arXiv philanthropy news is unrelated to Keryx access tolls, citation rewards, or citation pool behavior; no target is worth investigating here. - free public feed reference; no purchase or creator reward.

DecideSKIP
Bank for International Settlements - Chasing El Dorado: gold under shifting geopolitical and financial conditions$0 · EV 0%

BIS gold-price research has no bearing on Keryx creator-payment receipts or citation reward mechanics. - free public feed reference; no purchase or creator reward.

DecideSKIP
Chip Huyen - What I learned from looking at 900 most popular open source AI tools$0 · EV 0%

Open-source AI tool survey does not address Keryx access tolls, citation rewards, or pool handling. - free public feed reference; no purchase or creator reward.

DecideSKIP
Cloudflare Workers - How we rebuilt Cloudflare Workers’ module registry for Node.js compatibility$0 · EV 0%

Cloudflare Workers module registry engineering is unrelated to Keryx citation reward documentation. - 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%

Creative Commons heritage roundtable concerns open licensing, not Keryx's toll-versus-reward distinction or citation pool rules. - free public feed reference; no purchase or creator reward.

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

DeepMind private AI compute memory announcement has no relevance to Keryx creator-payment receipts. - free public feed reference; no purchase or creator reward.

DecideSKIP
Directory of Open Access Journals - Putting the OA Journals Toolkit to work in library publishing$0 · EV 0%

DOAJ library publishing toolkit post does not discuss Keryx access tolls, citation rewards, or citation pools. - free public feed reference; no purchase or creator reward.

DecideSKIP
Docker - Docker and CNCF partner on an open spec for agent permissions$0 · EV 0%

Docker/CNCF agent permissions spec is unrelated to Keryx citation reward mechanics. - free public feed reference; no purchase or creator reward.

DecideSKIP
DuckDB - Jev and DuckDB: Plain-English Conditions in SQL$0 · EV 0%

DuckDB plain-English SQL conditions article does not cover Keryx payment or citation reward topics. - free public feed reference; no purchase or creator reward.

DecideSKIP
Eugene Yan - Evaluating Long-Context Question & Answer Systems$0 · EV 0%

Long-context QA evaluation writing is unrelated to Keryx access tolls, citation rewards, or pool behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
The Go Blog - //go:fix inline and the source-level inliner$0 · EV 0%

Go inliner blog post has no bearing on Keryx creator-payment receipts or citation reward documentation. - free public feed reference; no purchase or creator reward.

DecideSKIP
Google Research - ToolGrad: Efficient tool-use dataset generation with textual "gradients"$0 · EV 0%

ToolGrad dataset generation research is unrelated to Keryx citation reward mechanics. - free public feed reference; no purchase or creator reward.

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

LLM autonomous agents overview does not address Keryx access tolls, citation rewards, or citation pool handling. - 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 Singapore lab update has no relevance to Keryx creator-payment receipts. - free public feed reference; no purchase or creator reward.

DecideSKIP
Netlify - The full power of Git, without the friction: A conversation with Netlify CTO Dana Lawson$0 · EV 0%

Netlify Git infrastructure interview is unrelated to Keryx citation reward documentation. - free public feed reference; no purchase or creator reward.

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

Ollama Jev-style decision models announcement does not discuss Keryx access tolls, citation rewards, or citation pools. - free public feed reference; no purchase or creator reward.

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

OpenAI Developers plugin setup guide has no bearing on Keryx creator-payment receipts. - free public feed reference; no purchase or creator reward.

DecideSKIP
OpenAlex - When affiliation errors become a research security problem$0 · EV 0%

OpenAlex affiliation-error post touches bibliometrics but not Keryx's toll-versus-reward distinction, paid-read guarantee, or citation pool rules. - 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 BM25 extension news is unrelated to Keryx citation reward mechanics. - free public feed reference; no purchase or creator reward.

DecideSKIP
PyTorch - Accelerate Your AI Journey with new Introduction Track at PyTorch Conference NA 2026 and PyTorch Associate Training$0 · EV 0%

PyTorch conference training announcement does not address Keryx access tolls, citation rewards, or pool behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
Rust Blog - Rust debugging survey 2026 results$0 · EV 0%

Rust debugging survey results have no relevance to Keryx creator-payment receipts. - free public feed reference; no purchase or creator reward.

DecideSKIP
Sebastian Raschka - MiMo-V2.6 Pro Architecture and Training Notes$0 · EV 0%

MiMo-V2.6 Pro architecture notes are unrelated to Keryx citation reward documentation. - 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 AI build-quality article does not discuss Keryx access tolls, citation rewards, or citation pools. - 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 for AI startups concerns payments risk, not Keryx's toll-versus-reward distinction or citation pool handling. - free public feed reference; no purchase or creator reward.

DecideSKIP
Supabase - Supabase Select 2026 Recap$0 · EV 0%

Supabase product recap about Postgres/application services; unrelated to Keryx access tolls, citation rewards or citation pools. - 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 networking/security post; no bearing on Keryx creator-payment receipts or citation mechanics. - free public feed reference; no purchase or creator reward.

DecideSKIP
Vicki Boykis - Build yourself flowers$0 · EV 0%

ML engineering keynote transcript; unrelated to the specified Keryx Engineering article and its payment semantics. - free public feed reference; no purchase or creator reward.

DecideSKIP
vLLM - Taking vLLM Apart: A Practical Guide to Disaggregated Serving$0 · EV 0%

vLLM disaggregated serving guide; concerns inference infrastructure, not Keryx tolls/rewards. - free public feed reference; no purchase or creator reward.

DecideSKIP
Wikimedia Diff - WikiRempah Overcomes Challenges in Tidore for Training and Documentation of Historic Sites$0 · EV 0%

Wikimedia community documentation story; different subject entirely from Keryx 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 10%

x402 Foundation launch announcement is background on the payment protocol Keryx uses, but it does not state Keryx's toll-vs-reward distinction, guarantee rules, pool handling or reward limitations. - free public feed reference; no purchase or creator reward.

DecideSKIP
https://raw.githubusercontent.com/tang-vu/keryx/main/docs/engineering/feed.xml$0 · EV 50%

Caller-supplied Keryx Engineering feed.xml; free read may confirm the article's stated revision/date and first-party provenance, supporting targets 0-3 indirectly. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.010000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Keryx — citations are currency$0 · EV 60%

Keryx's own site describes the two-toll model (access toll for a read, separate weighted reward for a cited answer) and Arc testnet USDC settlement, directly relevant to targets 0-2 as first-party product documentation. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.010000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Keryx: Paid per Citation for Creators in the AI-Era Internet$0 · EV 15%

LinkedIn promotional post about Keryx paying a creator; social announcement, not the specified engineering article, and unlikely to state the toll/reward distinction, guarantee or pool rules. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
KERX - Keryx Biopharmaceuticals Inc. Crowdsourced ...$0 · EV 0%

Estimize page about Keryx Biopharmaceuticals (KERX) earnings estimates; a different company entirely, irrelevant to Keryx creator payments. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
GitHub - Keryx-Labs/keryx-desktop-wallet: The official desktop wallet for the Keryx Labs ecosystem · GitHub$0 · EV 10%

Keryx-Labs desktop wallet for on-chain AI inference mining rewards; a different Keryx product line, not the citation-reward documentation requested. - 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 5%

Bitcointalk ANN about Keryx GPU PoW mining and on-chain inference; unrelated to access tolls, citation rewards or citation pools. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Mine Keryx KRX on Windows — The Complete RTX Nvida setup$0 · EV 0%

YouTube tutorial on mining KRX on Windows; no relevance to Keryx creator-payment receipt semantics. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Keryx — On-Chain AI Inference$0 · EV 5%

Keryx-Labs on-chain AI inference page; describes miner inference flow, not the citation-reward documentation targets. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Activity · CocaKova/keryx$0 · EV 0%

Activity page for an unrelated 'keryx' Android chat app by a different owner; no connection to the Keryx payment protocol. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Billing Operations Analyst (Usage Billing) – Fireworks AI – Permanent contract in$0 · EV 0%

Fireworks AI billing-operations job posting; unrelated to Keryx citation rewards. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
The Archive — cited answers from Keryx · Keryx$0 · EV 55%

Keryx's own answers archive shows a cited answer summarizing the access-toll vs citation-reward distinction from Keryx Engineering (first-party), useful corroboration for targets 0-2 though secondary to the article itself. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.010000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
keryx by tang-vu | Glama$0 · EV 60%

Glama listing describes the two-toll x402 design (fixed access toll plus dynamic citation reward, uncited earns only the toll, cited earns more after a grounding gate), directly relevant to targets 0-2 and the reward-limitation target 3. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.010000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Keryx-Labs/keryx-node v1.2.8-OPoI on GitHub$0 · EV 5%

Keryx-Labs node release notes about the Proof-of-Model hardfork; mining protocol, not creator citation payments. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Keryx owner release notes — first-party validation — Keryx v0.27.10$0.005 · EV 10%

Paid Keryx owner release notes abstract (v0.27.10) covers research/security fixes, not the toll-vs-reward, guarantee, pool or limitation content; the free requested article is the better spend.

Fetch

Agent spend wallet ready: 0x9e88d16c3ecb07b9e84df13ef38dd6b673bd285c (balance sufficient)

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

Read extracted public text from https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md - S1; quote matching establishes source grounding, not fact verification.

Fetch

Paying $0.002 toll to read Keryx Engineering (first-party) — How Keryx pays cited creators…

Fetch

Paid $0.002 to Keryx Engineering (first-party) — How Keryx pays cited creators (settled e1cd75e4-c…) — S2

Sufficiency

Sub-claim "According to the specified Keryx Engineering article, what i…": 100% covered by S1, S2

Sufficiency

Sub-claim "According to the specified Keryx Engineering article, does a…": 100% covered by S1, S2

Sufficiency

Sub-claim "According to the specified Keryx Engineering article, what h…": 100% covered by S1, S2

Sufficiency

Sub-claim "What limitation does the specified Keryx Engineering article…": 100% covered by S2

Sufficiency

The supplied first-party Keryx passages directly answer all four requested sub-claims. S1 and S2 both state that an access toll purchases a read through the source's x402 endpoint, while a citation reward is a separate payment considered after the answer is written and its evidence checked. Both also state that a paid read does not guarantee a citation reward. Both state that when no citation qualifies, the citation pool stays unspent while already-settled access tolls remain paid. For the limitation, S2 adds that a citation can qualify only when the source marker appears in the answer, 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. This indicates the reward proves only that the deterministic evidence-ledger conditions were met, not independent customer adoption or broader truth. The article itself is labeled first-party engineering documentation based on repository commit 9ea84fa, not independent reporting or customer evidence. No requested sub-claim remains unanswered.

Sufficiency

Final check — "According to the specified Keryx Engineering article, what i…": 100% assessed by S1, S2

Sufficiency

Final check — "According to the specified Keryx Engineering article, does a…": 100% assessed by S1, S2

Sufficiency

Final check — "According to the specified Keryx Engineering article, what h…": 100% assessed by S1, S2

Sufficiency

Final check — "What limitation does the specified Keryx Engineering article…": 100% assessed by S2

Sufficiency

Final coverage assessment — The supplied first-party Keryx passages directly answer all four requested sub-claims. S1 and S2 both state that an access toll purchases a read through the source's x402 endpoint, while a citation reward is a separate payment considered after the answer is written and its evidence checked. Both also state that a paid read does not guarantee a citation reward. Both state that when no citation qualifies, the citation pool stays unspent while already-settled access tolls remain paid. For the limitation, S2 adds that a citation can qualify only when the source marker appears in the answer, 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. This indicates the reward proves only that the deterministic evidence-ledger conditions were met, not independent customer adoption or broader truth. The article itself is labeled first-party engineering documentation based on repository commit 9ea84fa, not independent reporting or customer evidence. No requested sub-claim remains unanswered.

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

Evidence

Source-matched public excerpt (no creator reward) — S1, research target 1, proposed support 90% (estimate, not entailment): “Keryx separates the cost of opening source content from the reward for citing it.”

Evidence

Source-matched public excerpt (no creator reward) — S1, research target 1, proposed support 80% (estimate, not entailment): “A citation reward is a separate payment considered after the answer is written and its evidence checked.”

Evidence

Source-matched public excerpt (no creator reward) — S1, research target 2, proposed support 95% (estimate, not entailment): “A paid read does not guarantee a citation reward.”

Evidence

Source-matched reward-eligible excerpt — S2, research target 3, proposed support 95% (estimate, not entailment): “When no citation qualifies, the citation pool stays unspent, while access tolls already settled remain paid.”

Evidence

Source-matched reward-eligible excerpt — S2, research target 4, proposed support 70% (estimate, not entailment): “This is first-party engineering documentation based on repository commit 9ea84fa, not independent reporting or customer evidence.”

Synthesize

Prepared a sentence-cited summary from 2 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: 2 evidence-verified sources cover every sub-claim, but corroboration or support strength is limited.

Attribute

github.com contributed 40% - free public reference; reward share withheld

Attribute

Keryx Engineering (first-party) contributed 60% - reward $0.006

Settle

Settled $0.006 citation reward → 0x3d609eF127094624cC434aAd5A9fAcA0851dAa2D (edea64d3-c…)

Done

Done. Spent $0.008 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. 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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