Archived dispatch

What is Keryx and how does its research API work?

Lowconfidence1 sub-claim remains below the evidence threshold

9/21/2026, 2:35:11 AM · llm:deepseek:deepseek-v4-flash

The dispatch, itemised.

§ IThe decision$0.0025 / $0.005
50%$0.0025 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 15 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/$0.002500 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), and the only source that directly addresses Keryx itself and its paid research job flow (quoting, journaling a purchase, resuming a job). Highest reputation on this subject (47/100, 7 citations). Already cached, so reuse is free and it directly supports both 'What is Keryx?' and 'How does the research API work?' — 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 about USDC onchain settlement; only tangentially related to Keryx's research API and says nothing about what Keryx is. Low reputation (13/100) and redundant with other settlement sources.

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

Cached abstract on x402 as an agent payment rail — background context for Keryx's payment mechanics, but it never mentions Keryx or its research API, so it cannot answer either sub-claim.

DecideSKIP
Onchain Micropayments Digest — Nanopayments and the $0.000001 floor$0.005 · EV 15%

Cached abstract on nanopayment floors; relevant to pricing mechanics generally but not to defining Keryx or describing its research API.

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

Cached abstract on idempotency keys; generic distributed-systems advice with no Keryx or research-API content.

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

Gardening content, entirely off-topic for Keryx or its research API.

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

Retro console repair content, entirely off-topic.

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

Stripe event promo about AI risk; no Keryx or research-API substance.

DecideSKIP
Ethereum Foundation Blog — The triage is the product: running AI agents against Ethereum's protocol code$0.002 · EV 20%

Ethereum Foundation post on running AI agents against protocol code — adjacent agent-workflow context, but nothing about 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 commentary; uncached and irrelevant to defining Keryx or its API.

DecideSKIP
Latent.Space — Ontologies Are So Back: Why AI Agents Are Reviving the Semantic Web$0.004 · EV 20%

Latent.Space piece on ontologies for AI agents; useful agent-architecture background but does not describe 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 entry with no preview text; cannot establish relevance to Keryx or its API.

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

Metadata-only Hugging Face post on agent memory; no preview and no Keryx-specific content.

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

Metadata-only Vitalik post on low-risk DeFi; no preview and unrelated to Keryx's research API.

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

Coinbase response to the WSJ about proprietary trading; no Keryx or research-API relevance.

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

Russian crypto regulation news; unrelated to Keryx or its research API.

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%

CoinDesk piece on the dollar/euro onchain gap; stablecoin-market analysis with no Keryx content.

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

Esoteric mysticism content, entirely off-topic.

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

Human-evolution research summary, entirely off-topic.

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

Arc settlement latency benchmarks for x402; relevant to Keryx's settlement rail but not to defining Keryx or explaining its research API. Read once before and never cited on this subject.

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

x402 finality timing overview; payment-rail context only, no Keryx or research-API detail.

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 as a paid research service with a buyer client, service fee, creator budget, and research packages, but it is a first-party engineering note on buyer recovery and does not give a definition or overview of what Keryx is as a product/protocol.

Re-evaluate

Sub-claim "How does Keryx's research API work?": 40% covered by S1 — S1 describes parts of the buyer client flow: quoting sends an unsigned request and validates a payment challenge; buying obtains a fresh quote, checks payment policy, writes a durable job journal, signs once and submits once; job identifiers grant bearer access; service receipts report evidence coverage. However, it does not describe the research API itself (endpoints, request/response schema, authentication, or how research is requested/retrieved), so only a partial answer is provided.

Re-evaluate

Coverage is partial but the remaining budget is only $0.0025, and none of the skipped sources are affordable at that price or relevant to Keryx or its research API. No purchase is recommended.

Sufficiency

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

Sufficiency

Final check — "How does Keryx's research API work?": 40% assessed by S1

Sufficiency

Final coverage assessment — The supplied source is a first-party engineering note about recovering a Keryx paid research job. It identifies Keryx as a paid research service/protocol with a buyer client, but it does not define what Keryx is beyond that context. It describes parts of the buyer-side workflow—quoting, buying, journaling, signing, submitting, and inspecting results/economics—but it does not explain how Keryx's research API itself works (e.g., endpoints, request/response schema, authentication, job lifecycle from the API side, or how research is executed). The referenced implementation links are not included as passages, so they cannot be used to fill the gap. 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

Verified — S1 supports claim 1 at 40%: “This first-party note describes the buyer client at repository commit 9ea84fa.”

Evidence

Below reward gate — S1 supports claim 1 at 10%: “It is not a report of external adoption.”

Evidence

Verified — S1 supports claim 2 at 60%: “The independent Keryx buyer client separates quoting, buying and recovering a research job.”

Evidence

Verified — S1 supports claim 2 at 70%: “The quote command sends an unsigned request and validates the returned payment challenge.”

Evidence

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

Evidence

Verified — S1 supports claim 2 at 80%: “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 70%: “Before signing, the journal records the normalized request, payment terms, nonce and deterministic job identifier.”

Evidence

Below reward gate — S1 supports claim 2 at 30%: “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.”

Synthesize

Drafted answer citing 1 source(s)

Verdict

Confidence: Low — 1 sub-claim remains below the evidence threshold.

Attribute

Keryx Engineering (first-party) contributed 100% → reward $0.0025

Settle

Settled $0.0025 citation reward → 0x6644A7C63C559454e77D5834554DCa3a60fcFDA2 (7602f6c0-1…)

Done

Done. Spent $0.0025 across 1 confirmed/simulated payment(s) to creators.

§ IIIThe settlementweighted · USDC on Arc
100%
1

Keryx Engineering (first-party)

batched

100%$0.0025
§ IIThe reading1 cited
Lowconfidence1 sub-claim remains below the evidence thresholddeep researchpreview plan 2/2 claimsportfolio 1/1 · evidence 100%

> ⚠ Low confidence — 1 sub-claim remains below the evidence threshold within budget. Treat this as provisional.

The supplied source does not define what Keryx is beyond identifying it as the publisher of a first-party engineering note about a buyer client . It states that the note describes the buyer client at repository commit 9ea84fa and that it is not a report of external adoption . No passage in the source provides a general definition of Keryx as a product, protocol, or organization, so that part of the question remains unanswered.

Regarding how the research API works, the source describes the buyer client's workflow rather than a formal API specification. The independent Keryx buyer client separates quoting, buying and recovering a research job . 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 . Before signing, the journal records the normalized request, payment terms, nonce and deterministic job identifier . 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 source does not describe any HTTP endpoints, request/response schemas, authentication mechanisms, or other API-level details, so those aspects of how the research API works remain unanswered.

Evidence ledger — quotes verified before rewards

  1. What is Keryx?

    30%
    This first-party note describes the buyer client at repository commit 9ea84fa. [S1] Recovering a Keryx paid research job
  2. How does Keryx's research API work?

    40%
    The independent Keryx buyer client separates quoting, buying and recovering a research job. [S1] Recovering a Keryx paid research job
    The quote command sends an unsigned request and validates the returned payment challenge. [S1] Recovering a Keryx paid research job
    A successful quote does not pay or start research. [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
    Before signing, the journal records the normalized request, payment terms, nonce and deterministic job identifier. [S1] Recovering a Keryx paid research job
    The service receipt reports evidence coverage separately. [S1] Recovering a Keryx paid research job

Footnotes — each one pays its author

Helpful?
Spent$0.0025
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.

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