Archived dispatch

What is Keryx and how does its research API work?

Lowconfidence2 sub-claims remain below the evidence threshold

9/21/2026, 2:32:48 AM · llm:deepseek:deepseek-v4-flash

The dispatch, itemised.

§ IThe decision$0.005 / $0.01
50%$0.005 under cap
Decompose

Breaking down: "What is Keryx and how does its research API work?"

Decompose

Identified 2 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 13 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 1/1 positive proposal(s): 1 cached + 0 fresh, predicting 2/2 claim(s) above the evidence floor with $0.000000/$0.005000 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) — Recovering a Keryx paid research job$0.002 · EV 85%

First-party Keryx engineering doc, full text (3071 bytes), directly about Keryx's paid research job flow (quoting, journaling a purchase, resuming a job) — the closest thing to a description of how the Keryx research API works. Highest reputation on this subject (46/100, cited 6/13 runs). Already cached, so reuse free. — selected for the claim-aware evidence portfolio (targets claims 1, 2; 0 fetch USDC, 1 attention slot).

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

Cached abstract only covers USDC onchain settlement speed; says nothing about what Keryx is or how its research API works. Low reputation (13/100) and redundant with the first-party doc.

DecideSKIP
Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail$0.004 · EV 20%

x402 payment-rail explainer is adjacent background (Keryx uses x402/USDC) but the abstract does not describe Keryx itself or its research API; never cited on this subject.

DecideSKIP
Onchain Micropayments Digest — Nanopayments and the $0.000001 floor$0.005 · EV 10%

Nanopayment/batching mechanics are tangential to defining Keryx or its research API; abstract offers no Keryx-specific content.

DecideSKIP
Distributed Systems Notes — Idempotency keys prevent double-spends$0.003 · EV 10%

Idempotency keys are generic distributed-systems material, not about Keryx or its research API; read once on this subject and never cited.

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

Gardening content, wholly irrelevant to Keryx or its research API.

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

Retro console repair, wholly irrelevant to Keryx or its research API.

DecideSKIP
Stripe Blog — Rethinking risk in the age of AI$0.002 · EV 5%

Stripe event promo about AI risk/fraud; no Keryx or research-API content.

DecideSKIP
Ethereum Foundation Blog — The triage is the product: running AI agents against Ethereum's protocol code$0.002 · EV 15%

AI agents against Ethereum protocol code is a different agent-workflow story; does not define Keryx or its research API.

DecideSKIP
Cointelegraph.com News — Does the Bitcoin rally mean we haven’t wasted our lives in crypto?$0.002 · EV 5%

Bitcoin-rally opinion piece, uncached and off-topic for Keryx's research API.

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

Ontologies/semantic-web for agents is general AI-agent context, not a description of Keryx or its research API.

DecideSKIP
Simon Willison's Weblog — Anthropic’s best AI model struggles to attract users as cheaper tools thrive$0.003 · EV 5%

Metadata-only (0 plaintext bytes) about Anthropic model adoption; no usable Keryx content and would require paying for a title.

DecideSKIP
Hugging Face - Blog — Give Your Coding Agents a Memory You Own$0.003 · EV 5%

Metadata-only agent-memory post; nothing on Keryx or its research API.

DecideSKIP
Vitalik Buterin's website — Low-risk defi can be for Ethereum what search was for Google$0.004 · EV 5%

Metadata-only Vitalik defi essay; no Keryx or research-API substance.

DecideSKIP
The Coinbase Blog - Medium — In response to the Wall Street Journal$0.003 · EV 5%

Coinbase/WSJ rebuttal about proprietary trading; unrelated to Keryx or its research API.

DecideSKIP
Decrypt — Putin Signs Russia's First Crypto Law: Trading Is Legal, Payments Stay Banned$0.002 · EV 5%

Russian crypto-law news; no bearing on what Keryx is or how its research API works.

DecideSKIP
CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Crypto Long & Short: Inside the 300-to-1 onchain gap between the dollar and euro$0.002 · EV 10%

Dollar/euro onchain stablecoin gap analysis; stablecoin context only, nothing on Keryx or its research API.

DecideSKIP
Inner Axiom — The Codex — The Journey of the Soul$0.002 · EV 0%

Esoteric soul cosmology; wholly irrelevant.

DecideSKIP
Conzit Labs — New Research Reveals Human Evolution is Ongoing$0.002 · EV 0%

Human-evolution research; wholly irrelevant to Keryx.

DecideSKIP
Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc$0.003 · EV 20%

Arc x402 settlement latency benchmarks are adjacent infrastructure detail, not a definition of Keryx or its research API; read once on this subject and never cited.

DecideSKIP
Web Payments Review — How long do x402 payments take to finalize?$0.002 · EV 15%

Generic x402 finality timing overview; does not describe Keryx or its research API.

Fetch

Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)

Fetch

Reused cached Keryx Engineering (first-party) — Recovering a Keryx paid research job (free) — S1

Re-evaluate

Sub-claim "What is Keryx?": 30% covered by S1 — S1 identifies Keryx only indirectly: it is a first-party engineering note about a 'Keryx paid research job' and an 'independent Keryx buyer client' that separates quoting, buying and recovering a research job. This gives topical context that Keryx involves paid research jobs and a buyer client, but it never defines what Keryx is as a product, protocol, or service.

Re-evaluate

Sub-claim "How does Keryx's research API work?": 40% covered by S1 — S1 describes the buyer client's workflow in some detail: the quote command sends an unsigned request and validates a returned payment challenge; the buy command obtains a fresh quote, checks payment policy, writes a durable job journal, signs once and submits once; each purchase needs a new private job directory; the journal records the normalized request, payment terms, nonce and deterministic job identifier; a second durable boundary is written before submission; keys and signatures are not journaled; the job identifier grants bearer access to the result; the service receipt reports evidence coverage separately. However, this is the buyer client's purchase/recovery flow, not the research API itself. The passages do not specify API endpoints, request/response schemas, authentication, how a research job is actually executed, or how results are retrieved. The referenced implementation files are only linked, not included.

Re-evaluate

Coverage for both sub-claims is below 0.5, but none of the affordable skipped sources (all priced at $0.002–$0.005, within the $0.005 remaining budget) address Keryx or its research API. The skipped items concern USDC settlement, x402 payment rails, nanopayments, idempotency keys, gardening, console repair, Stripe risk, Ethereum agent triage, crypto market commentary, ontologies, AI model adoption, agent memory, DeFi, Coinbase, Russian crypto law, onchain euro/dollar gaps, esoteric cosmology, human evolution, and x402 settlement latency. None would fill the identified gaps, so buying them would not improve coverage. The actual gaps (definition of Keryx and the research API's endpoints/schema/execution/result retrieval) would require the linked first-party implementation references (docs/buyer-agent.md and lib/a2a/research-package.ts), which are not among the purchasable skipped sources.

Sufficiency

Final check — "What is Keryx?": 30% assessed by S1

Sufficiency

Final check — "How does Keryx's research API work?": 10% assessed by S1

Sufficiency

Final coverage assessment — The supplied source is a first-party engineering note about recovering a Keryx paid research job. It provides only indirect context for what Keryx is (a paid research service with a buyer client, service fee, creator budget, and research results) and does not explain how Keryx's research API works. It describes buyer-side quoting, buying, and recovery mechanics, but no API endpoints, request/response formats, authentication, or research API workflow. 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

Below reward gate — S1 supports claim 1 at 10%: “This first-party note describes the buyer client at repository commit 9ea84fa.”

Evidence

Verified — S1 supports claim 1 at 70%: “The independent Keryx buyer client separates quoting, buying and recovering a research job.”

Evidence

Verified — S1 supports claim 2 at 60%: “The quote command sends an unsigned request and validates the returned payment challenge.”

Evidence

Verified — S1 supports claim 2 at 70%: “The buy command obtains a fresh quote, checks the payment policy again, writes a durable job journal, signs once and submits once.”

Evidence

Verified — S1 supports claim 2 at 40%: “A successful quote does not pay or start research.”

Evidence

Verified — S1 supports claim 2 at 40%: “Each purchase needs a new private job directory.”

Evidence

Verified — S1 supports claim 2 at 60%: “Before signing, the journal records the normalized request, payment terms, nonce and deterministic job identifier.”

Evidence

Verified — S1 supports claim 2 at 50%: “A second durable boundary is written before the signed submission is sent.”

Evidence

Verified — S1 supports claim 2 at 40%: “Private keys and payment signatures are not written into the journal.”

Evidence

Verified — S1 supports claim 2 at 40%: “The job identifier itself is sensitive because it provides bearer access to the research result.”

Evidence

Verified — S1 supports claim 2 at 50%: “The client uses the caller's already-funded wallet; it does not automatically fund or deposit for it.”

Evidence

Verified — S1 supports claim 2 at 40%: “The all-in ceiling includes both the service fee and creator budget.”

Evidence

Verified — S1 supports claim 2 at 40%: “A completed job means execution finished, not that the answer was adequately supported.”

Evidence

Verified — S1 supports claim 2 at 40%: “The service receipt reports evidence coverage separately.”

Evidence

Verified — S1 supports claim 2 at 40%: “The package is best effort, with provisional completion objectives and no promised remedy.”

Evidence

Verified — S1 supports claim 2 at 40%: “Unused creator reserve under the fixed-price package is not an automatic refund.”

Evidence

Verified — S1 supports claim 2 at 40%: “Buyers should inspect both the research result and its economics before judging the outcome.”

Evidence

Verified — S1 supports claim 2 at 40%: “Creator amounts can also be settled, pending or unknown; the client must not silently turn missing accounting into zero.”

Synthesize

Drafted answer citing 1 source(s)

Verdict

Confidence: Low — 2 sub-claims remain below the evidence threshold.

Attribute

Keryx Engineering (first-party) contributed 100% → reward $0.005

Settle

Settled $0.005 citation reward → 0x6644A7C63C559454e77D5834554DCa3a60fcFDA2 (92b856ae-e…)

Done

Done. Spent $0.005 across 1 confirmed/simulated payment(s) to creators.

§ IIIThe settlementweighted · USDC on Arc
100%
1

Keryx Engineering (first-party)

batched

100%$0.005
§ IIThe reading1 cited
Lowconfidence2 sub-claims remain below the evidence thresholddeep researchpreview plan 2/2 claimsportfolio 1/1 · evidence 100%

> ⚠ Low confidence — 2 sub-claims remain below the evidence threshold within budget. Treat this as provisional.

The supplied source does not define what Keryx is beyond describing a first-party note about recovering a Keryx paid research job . It states that this first-party note describes the buyer client at repository commit 9ea84fa and that the independent Keryx buyer client separates quoting, buying and recovering a research job . The source does not provide a general definition of Keryx itself, so that part of the question is unanswered.

On how Keryx's research API works, the source describes the buyer client workflow rather than a formal API specification. The quote command sends an unsigned request and validates the returned payment challenge , and a successful quote does not pay or start research . The buy command obtains a fresh quote, checks the payment policy again, writes a durable job journal, signs once and submits once . Each purchase needs a new private job directory , and before signing, the journal records the normalized request, payment terms, nonce and deterministic job identifier . A second durable boundary is written before the signed submission is sent . Private keys and payment signatures are not written into the journal , and the job identifier itself is sensitive because it provides bearer access to the research result . The client uses the caller's already-funded wallet; it does not automatically fund or deposit for it . The all-in ceiling includes both the service fee and creator budget .

The source also notes that a completed job means execution finished, not that the answer was adequately supported , and that the service receipt reports evidence coverage separately . The package is best effort, with provisional completion objectives and no promised remedy . Unused creator reserve under the fixed-price package is not an automatic refund . Buyers should inspect both the research result and its economics before judging the outcome . Creator amounts can also be settled, pending or unknown; the client must not silently turn missing accounting into zero .

The source does not describe the research API's endpoint structure, authentication mechanism, request/response schema, or protocol details beyond the buyer client behavior above, so those aspects remain unanswered.

Evidence ledger — quotes verified before rewards

  1. What is Keryx?

    30%
    The independent Keryx buyer client separates quoting, buying and recovering a research job. [S1] Recovering a Keryx paid research job
  2. How does Keryx's research API work?

    10%
    The quote command sends an unsigned request and validates the returned payment challenge. [S1] Recovering a Keryx paid research job
    The buy command obtains a fresh quote, checks the payment policy again, writes a durable job journal, signs once and submits once. [S1] Recovering a Keryx paid research job
    A successful quote does not pay or start research. [S1] Recovering a Keryx paid research job
    Each purchase needs a new private job directory. [S1] Recovering a Keryx paid research job
    Before signing, the journal records the normalized request, payment terms, nonce and deterministic job identifier. [S1] Recovering a Keryx paid research job
    A second durable boundary is written before the signed submission is sent. [S1] Recovering a Keryx paid research job
    Private keys and payment signatures are not written into the journal. [S1] Recovering a Keryx paid research job
    The job identifier itself is sensitive because it provides bearer access to the research result. [S1] Recovering a Keryx paid research job
    The client uses the caller's already-funded wallet; it does not automatically fund or deposit for it. [S1] Recovering a Keryx paid research job
    The all-in ceiling includes both the service fee and creator budget. [S1] Recovering a Keryx paid research job
    A completed job means execution finished, not that the answer was adequately supported. [S1] Recovering a Keryx paid research job
    The service receipt reports evidence coverage separately. [S1] Recovering a Keryx paid research job
    The package is best effort, with provisional completion objectives and no promised remedy. [S1] Recovering a Keryx paid research job
    Unused creator reserve under the fixed-price package is not an automatic refund. [S1] Recovering a Keryx paid research job
    Buyers should inspect both the research result and its economics before judging the outcome. [S1] Recovering a Keryx paid research job
    Creator amounts can also be settled, pending or unknown; the client must not silently turn missing accounting into zero. [S1] Recovering a Keryx paid research job

Footnotes — each one pays its author

Helpful?
Spent$0.005
To creators100%
Decisions0 bought · 1 cached · 20 skipped
llm:deepseek:deepseek-v4-flash

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

Related dispatches