Archived dispatch

Using https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-buyer-recovery.md, make a two-column decision table for retrying a GET versus resubmitting a paid research request after a timeout. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward.

Lowconfidence— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: the final assessment does not establish a complete supported answer for every requested part

· llm:deepseek:deepseek-v4-pro

§ IIThe reading1 cited
Lowsource grounding— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: the final assessment does not establish a complete supported answer for every requested partdeep researchpreview plan 2/2 claimsportfolio 2/12 · 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: the final assessment does not establish a complete supported answer for every requested part. 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 does the document say about retrying a GET request after a timeout?”

After a timeout, the document says to use the resume command with the same job directory, and resume sends only GET requests for the original job. Source text: “Resume sends only GET requests for the original job.”

The resume command does not sign a new authorization or replay a purchase, so retrying a GET does not create a new payment. Source text: “It does not sign a new authorization or replay a purchase.”

Research target 2

Requested topic (unverified): “What does the document say about resubmitting a paid research request after a timeout?”

Deleting the journal and buying again can create a second debit, so resubmitting a paid research request after a timeout may require operator reconciliation. Source text: “Deleting the journal and buying again can create a second debit, so ambiguous cases may require operator reconciliation.”

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

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 does the document say about retrying a GET request after a timeout?”

    80% estimated
    “Resume sends only GET requests for the original job.” [S1] keryx/docs/engineering/2026-09-08-buyer-recovery.md at main · tang-vu/keryx · GitHub
    “It does not sign a new authorization or replay a purchase.” [S1] keryx/docs/engineering/2026-09-08-buyer-recovery.md at main · tang-vu/keryx · GitHub
  2. Requested topic (unverified): “What does the document say about resubmitting a paid research request after a timeout?”

    60% estimated
    “Deleting the journal and buying again can create a second debit, so ambiguous cases may require operator reconciliation.” [S1] keryx/docs/engineering/2026-09-08-buyer-recovery.md at main · tang-vu/keryx · GitHub
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 does the document say about retrying a GET request after a timeout?

    2 recorded excerpts remain.

    Inspect remaining excerpts

    “Resume sends only GET requests for the original job.”

    S1 · github.com · keryx/docs/engineering/2026-09-08-buyer-recovery.md at main · tang-vu/keryx · GitHub · version 1448f7113a28ea235025464dd607223e2930ee2682a49c5aeaf781b6ff89ff4b

    “It does not sign a new authorization or replay a purchase.”

    S1 · github.com · keryx/docs/engineering/2026-09-08-buyer-recovery.md at main · tang-vu/keryx · GitHub · version 1448f7113a28ea235025464dd607223e2930ee2682a49c5aeaf781b6ff89ff4b

  2. What does the document say about resubmitting a paid research request after a timeout?

    1 recorded excerpt remain.

    Inspect remaining excerpts

    “Deleting the journal and buying again can create a second debit, so ambiguous cases may require operator reconciliation.”

    S1 · github.com · keryx/docs/engineering/2026-09-08-buyer-recovery.md at main · tang-vu/keryx · GitHub · version 1448f7113a28ea235025464dd607223e2930ee2682a49c5aeaf781b6ff89ff4b

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-buyer-recovery.md at main · tang-vu/keryx · GitHubPublication: github.comPublished: Not recorded
What does the document say about retrying a GET request after a timeout?Recorded excerpt
Inspect 2 excerpts
Resume sends only GET requests for the original job.
It does not sign a new authorization or replay a purchase.
What does the document say about resubmitting a paid research request after a timeout?Recorded excerpt
Inspect 1 excerpt
Deleting the journal and buying again can create a second debit, so ambiguous cases may require operator reconciliation.

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 creators0%
Decisions0 bought · 2 cached · 81 skipped
llm:deepseek:deepseek-v4-prolive on Arc mainnet
Decision log · 114 steps
§ IThe decision$0.025 settled / $0.05
50%$0.025 under cap
Decompose

Breaking down: "Using https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-buyer-recovery.md, make a two-column decision table for retrying a GET versus resubmitting a paid research request after a timeout. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward."

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

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

Discover

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

Discover

Web search: 3/3 planned queries attempted, 2 succeeded, 21 public page previews/leads, 1 unavailable queries. Previews and supplied URLs are discovery only. Public reads spend no USDC; model and service operating costs remain separate.

Discover

Discovered 2 verified creator source(s) and 81 free public reference(s)

Pre-check

Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 2/12 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
https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-buyer-recovery.md$0 · EV 90%

User-supplied original URL for the buyer-recovery document; unobserved contents likely directly address both retry and resubmission targets. - 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).

DecideCACHE
got/documentation/7-retry.md at main · sindresorhus/got · GitHub$0 · EV 60%

Got retry documentation covers HTTP retry behavior including timeouts; may inform target 0 but not target 1. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claim 1; 0 fetch USDC, 1 attention slot).

DecideSKIP
arXiv - Attention authors: temporary change to announcement schedule due to holiday$0 · EV 0%

Holiday announcement schedule change has no relevance to retrying GET requests or resubmitting paid research requests after timeout. - free public feed reference; no purchase or creator reward.

DecideSKIP
arXiv - arXiv now hosts over 3 million articles$0 · EV 0%

Milestone about hosting 3 million articles is unrelated to timeout retry policies for GET or paid research requests. - free public feed reference; no purchase or creator reward.

DecideSKIP
Bank for International Settlements - Are stablecoins and bank deposits substitutes?$0 · EV 0%

Stablecoins and bank deposits substitution research is unrelated to HTTP retry or paid request resubmission after timeout. - free public feed reference; no purchase or creator reward.

DecideSKIP
Chip Huyen - Open challenges in LLM research$0 · EV 0%

Open challenges in LLM research does not address retry semantics for GET or paid research requests. - free public feed reference; no purchase or creator reward.

DecideSKIP
Chip Huyen - Common pitfalls when building generative AI applications$0 · EV 0%

Common pitfalls in generative AI applications is not about timeout retry or resubmission of paid research requests. - free public feed reference; no purchase or creator reward.

DecideSKIP
Cloudflare Workers - Using AI to chart a course for our post-quantum migration$0 · EV 0%

Post-quantum migration planning is unrelated to retrying GET or resubmitting paid research requests after timeout. - free public feed reference; no purchase or creator reward.

DecideSKIP
Cloudflare Workers - The Cloudflare Blog — brought to you by EmDash$0 · EV 0%

Cloudflare Blog redesign and CMS migration does not discuss timeout retry policies. - free public feed reference; no purchase or creator reward.

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

Modern cryptographic algorithms support is unrelated to retry semantics for GET or paid research requests. - free public feed reference; no purchase or creator reward.

DecideSKIP
Creative Commons - 25 Years of Partnership: CC at Wikimania 2026$0 · EV 0%

CC at Wikimania 2026 is about open licensing and community, not timeout retry or paid request resubmission. - free public feed reference; no purchase or creator reward.

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Creative Commons - A Principled Approach as the Sands Shift$0 · EV 0%

Principled approach to AI and sharing is unrelated to retry policies for GET or paid research requests. - 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 hot takes do not address timeout retry or resubmission of paid research requests. - free public feed reference; no purchase or creator reward.

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Google DeepMind - Introducing SynthID Bio$0 · EV 0%

SynthID Bio watermarking proof of concept is unrelated to retry semantics for GET or paid research requests. - free public feed reference; no purchase or creator reward.

DecideSKIP
Directory of Open Access Journals - [CLOSED] VACANCY: Library Engagement Manager 2026$0 · EV 0%

Job vacancy announcement is unrelated to timeout retry or paid request resubmission. - free public feed reference; no purchase or creator reward.

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Directory of Open Access Journals - Ask us anything!$0 · EV 0%

Ask us anything feedback request does not discuss retry policies for GET or paid research requests. - free public feed reference; no purchase or creator reward.

DecideSKIP
Directory of Open Access Journals - The story behind the journal: International Social Research Nexus (ISRN)$0 · EV 0%

Journal story about ISRN is unrelated to timeout retry or resubmission of paid research requests. - free public feed reference; no purchase or creator reward.

DecideSKIP
Docker - Manufacturing Trust for AI Agents | Docker’s WeAreDevelopers Keynote$0 · EV 0%

Manufacturing trust for AI agents keynote does not address retry semantics for GET or paid research requests. - free public feed reference; no purchase or creator reward.

DecideSKIP
Docker - 6 Benefits of Sandbox Environments (and How Docker Sandboxes Delivers Them)$0 · EV 0%

Sandbox environment benefits are unrelated to timeout retry or paid request resubmission. - free public feed reference; no purchase or creator reward.

DecideSKIP
DuckDB - Importing Data using Java Table Functions$0 · EV 0%

Importing data using Java table functions does not discuss retry policies for GET or paid research requests. - free public feed reference; no purchase or creator reward.

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

Jev and DuckDB plain-English conditions is unrelated to timeout retry or resubmission of paid research requests. - free public feed reference; no purchase or creator reward.

DecideSKIP
Eugene Yan - Using LLMs to Secure Source Code$0 · EV 0%

Topic is securing source code with LLMs, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
Eugene Yan - Patterns for Building Cybersecurity Evals$0 · EV 0%

Topic is cybersecurity evals, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

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

Topic is SIMD in Go, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
Google Research - Unlocking Earth AI’s planetary geospatial foundation models for global public health$0 · EV 0%

Topic is geospatial foundation models for public health, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
Lilian Weng - Prompt Engineering$0 · EV 0%

Topic is prompt engineering, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
Lilian Weng - Extrinsic Hallucinations in LLMs$0 · EV 0%

Topic is hallucinations in LLMs, unrelated to retry/resubmit timeout behavior. - 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%

Topic is Microsoft Research Asia Singapore, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
Microsoft Research - What AI gets wrong and what failure teaches us$0 · EV 0%

Topic is AI failure and evaluation, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
Microsoft Research - Introducing Quine: An AI research system designed for the complexity of biology$0 · EV 0%

Topic is Quine AI research system for biology, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
Netlify - Cursor Origin repositories build, preview, and deploy on Netlify$0 · EV 0%

Topic is Cursor Origin repositories on Netlify, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
Netlify - New clarifying questions in Agent Runners$0 · EV 0%

Topic is clarifying questions in Agent Runners, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
Netlify - 5x faster Edge Functions: v8 isolates to Unikraft MicroVMs$0 · EV 0%

Topic is Edge Functions performance, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

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

Topic is Jev-style decision models, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
OpenAI Developers - Docs MCP$0 · EV 0%

Topic is Docs MCP, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

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

Topic is OpenAI Developers plugin, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
OpenAlex - After Researchfish: Europe PMC & OpenAlex on the future of grant outcomes reporting$0 · EV 0%

Topic is grant outcomes reporting, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
PostgreSQL - 2026-10-07: PostgreSQL JDBC 42.7.14 Security update for multiple CVE's$0 · EV 0%

Topic is PostgreSQL JDBC security update, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
PostgreSQL - pg_ivm 1.16 released$0 · EV 0%

Topic is pg_ivm release, unrelated to retry/resubmit timeout behavior. - 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%

Topic is pgx-bm25 full-text search, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
PyTorch - Modernizing Table Batched Embeddings with FBTriton$0 · EV 0%

Topic is Table Batched Embeddings, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
PyTorch - Session-Aware Agentic Inference with NVIDIA Dynamo$0 · EV 0%

Topic is session-aware agentic inference, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

DecideSKIP
Rust Blog - GitHub Actions leaking secrets when Miri output is cached$0 · EV 0%

Topic is GitHub Actions secrets leak, unrelated to retry/resubmit timeout behavior. - free public feed reference; no purchase or creator reward.

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

Rust release announcement unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
Rust Blog - Demoting i686 Windows targets to std-only$0 · EV 0%

Rust target demotion announcement unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
Sebastian Raschka - Two Live Book Club Q&As on September 3$0 · EV 0%

Book club Q&A unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
Sebastian Raschka - GPT-6 Astra, Looped Transformers, and Hidden Reasoning$0 · EV 0%

Machine learning article unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
Spotify Engineering - Why Spotify Is Not Using Bayesian A/B Testing$0 · EV 0%

Bayesian A/B testing article unrelated to retry or paid research request recovery. - 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 article unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
Stripe Blog - Why I tried to kill token billing (and why we kept it)$0 · EV 0%

Token billing pricing article unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

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

Fraud at AI startups article unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

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

Supabase Select recap unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
Supabase - Getting started with the Supabase .NET SDK$0 · EV 0%

.NET SDK tutorial unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
Tailscale - Sovereign AI starts with open infrastructure$0 · EV 0%

Sovereign AI infrastructure article unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

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

NASA engineering excellence report unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
Vicki Boykis - On Programming Joy and Octocat$0 · EV 0%

Programming joy and Octocat article unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
vLLM - How we trained the fastest DSpark for Kimi-K3 using GB300 NVL72$0 · EV 0%

vLLM training article unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
vLLM - Improve TTFT for Multi-Turn Agentic Workloads with Bi-Directional KV Transfer in vLLM$0 · EV 0%

KV transfer performance article unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
Wikimedia Diff - Bringing Wiki Projects to the 2026 Summer Institute in Computational Social Science in Kenya$0 · EV 0%

Wikimedia community event article unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
x402 - Introducing x402 Batch Settlement: High-velocity Agentic Commerce$0 · EV 0%

x402 batch settlement article unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
x402 - Linux Foundation Appoints Michael Hursta as Executive Director of the x402 Foundation$0 · EV 0%

x402 executive director announcement unrelated to retry or paid research request recovery. - 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 announcement unrelated to retry or paid research request recovery. - free public feed reference; no purchase or creator reward.

DecideSKIP
Resubmission Support – Doing Research at URI$0 · EV 0%

URI research resubmission support concerns grant proposals, not paid research request retries; unrelated to both targets. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Retry policy from HTTP responses | AI Cookbook$0 · EV 60%

Temporal retry policy cookbook discusses retrying on HTTP timeouts; may inform target 0 but not target 1. - 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 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Resubmit your research degree after a referral | Students | University of Leeds$0 · EV 0%

University of Leeds page about resubmitting a research degree after referral; unrelated to GET retry or paid research request resubmission. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
How to change default rest request timeout and retry - Microsoft Q&A$0 · EV 50%

Microsoft Q&A discusses default REST request timeout and retry, potentially relevant to GET retry after timeout (target 0). - 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 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Research Funding Rejection Timing: 2 Days to 14 Months$0 · EV 0%

Grant rejection timing and resubmission advice; unrelated to GET retry or paid research request resubmission. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Error handling through timeout and retries | API$0 · EV 60%

Commercetools API error handling page explicitly covers GET requests, timeouts, and retries; likely directly relevant to target 0. - 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 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Resubmission Applications | Grants & Funding$0 · EV 0%

NIH resubmission applications for grants; unrelated to GET retry or paid research request resubmission. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
API Retry Mechanism: How It Works + Best Practices$0 · EV 60%

BoldSign API retry mechanism best practices, including timeouts and idempotent operations; likely relevant to GET retry after timeout (target 0). - 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 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Frequently Asked Questions | ClinicalTrials.gov$0 · EV 0%

ClinicalTrials.gov FAQ about GCE requests; unrelated to GET retry or paid research request resubmission. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Http::retry after timeout (again) - DevCentral - F5$0 · EV 50%

F5 DevCentral discussion about retrying a server connection after timeout; potentially relevant to GET retry after timeout (target 0). - 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 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.

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Fast-Track Resubmission Process FAQs$0 · EV 0%

PCORI fast-track resubmission process for funding; unrelated to GET retry or paid research request resubmission. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Retry a failing request - Help Hub - Postman Community$0 · EV 50%

Postman community thread about retrying failing requests and timeouts; potentially relevant to GET retry after timeout (target 0). - 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 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Research.gov Proposal Submission System$0 · EV 0%

Research.gov proposal submission system guide; unrelated to GET retry or paid research request resubmission. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Utilities - urllib3 2.8.0 documentation$0 · EV 50%

urllib3 documentation on retry configuration, including GET request examples; potentially relevant to GET retry after timeout (target 0). - 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 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
What time of day does the option to submit a revision or ...$0 · EV 0%

Silverchair support about revision/resubmission deadlines; unrelated to GET retry or paid research request resubmission. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Using fetch(), AbortSignal, And setTimeout() To Apply Retry Mechanics In JavaScript$0 · EV 60%

Bennadel article on retry mechanics with fetch, AbortSignal, and setTimeout, including Request Timeout (408); directly relevant to GET retry after timeout (target 0). - 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 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.

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Submission statuses explained$0 · EV 0%

Prolific submission statuses; unrelated to GET retry or paid research request resubmission. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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Should POST data have a re-try on timeout condition or not?$0 · EV 50%

Stack Overflow discussion on retrying POST data on timeout; may contain general retry principles relevant to GET retry after timeout (target 0). - 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 4-source attention and $0.025000 fetch-budget caps, so this proposal stays unspent.

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Proposal Review, Approval, and Submission FAQs$0 · EV 0%

Virginia Tech proposal submission FAQs; unrelated to GET retry or paid research request resubmission. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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

Keryx release notes mention paid reads and source eligibility, but abstract does not address GET retry or resubmitting a paid research request after timeout; low relevance to both targets. — cached content is free, but this read does not clear the attention gate (EV 0.30, minimum 0.45, with a required claim target).

DecideSKIP
Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 90%

First-party Keryx engineering doc specifically about recovering a paid research job, likely covering resubmission after timeout (target 1); full text cached. — selected https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-buyer-recovery.md as the single delivery channel for this canonical document; this alias adds no independent corroboration or second attention slot. The public route has 0 access USDC and no creator citation reward; no redundant creator toll is authorized.

Fetch

READ https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-buyer-recovery.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-buyer-recovery.md - S1; quote matching establishes source grounding, not fact verification.

Fetch

READ got/documentation/7-retry.md at main · sindresorhus/got · GitHub - selected original public page, 0 USDC; not a cache hit.

Fetch

Read extracted public text from https://github.com/sindresorhus/got/blob/main/documentation/7-retry.md - S2; quote matching establishes source grounding, not fact verification.

Re-evaluate

Sub-claim "What does the document say about retrying a GET request afte…": 90% covered by S1 — S1 directly addresses retrying a GET request after a connection failure or process restart: 'After a connection failure or process restart, use the resume command with the same job directory. Resume sends only GET requests for the original job. It does not sign a new authorization or replay a purchase.' This explicitly states that retrying uses GET requests only, does not sign a new authorization, and does not replay a purchase. The passage also notes that an unknown order or expired authorization does not prove payment failure, and deleting the journal and buying again can create a second debit. The only small gap is that the document does not explicitly use the word 'timeout' in this passage; it says 'connection failure or process restart,' but the context of the question is a timeout, and the passage covers the recovery mechanism for such failures. S2 is about a generic HTTP client (Got) and not the Keryx document, so it is not used.

Re-evaluate

Sub-claim "What does the document say about resubmitting a paid researc…": 90% covered by S1 — S1 directly addresses resubmitting a paid research request: 'Resume sends only GET requests for the original job. It does not sign a new authorization or replay a purchase.' This indicates that resubmitting the paid request is not done via the resume command; instead, resume only performs GET requests and does not replay the purchase. The passage also warns: 'Deleting the journal and buying again can create a second debit, so ambiguous cases may require operator reconciliation.' This directly addresses the risk of resubmitting a paid request (i.e., buying again) after a timeout/connection failure. The document does not explicitly say 'timeout' but uses 'connection failure or process restart,' which is the same scenario. The small gap is that the document does not provide a step-by-step procedure for resubmitting a paid request if the resume command is insufficient; it only warns against buying again without reconciliation.

Re-evaluate

Both sub-claims are well covered by S1, which is the exact document requested. The coverage for each is 0.9, above the 0.5 threshold. The only minor gaps are the absence of the literal word 'timeout' (though 'connection failure or process restart' is equivalent) and the lack of a detailed procedure for resubmitting a paid request beyond the warning. No additional sources are needed; the skipped sources are unrelated to the Keryx document and would not fill these gaps. The remaining budget is not required to be spent.

Sufficiency

Final check — "What does the document say about retrying a GET request afte…": 90% assessed by S1

Sufficiency

Final check — "What does the document say about resubmitting a paid researc…": 60% assessed by S1

Sufficiency

Final coverage assessment — S1 directly addresses both sub-claims: it states that after a connection failure or restart, the resume command sends only GET requests for the original job and does not sign a new authorization or replay a purchase; it also warns that deleting the journal and buying again can create a second debit, implying that resubmitting a paid request is not automatically safe. S2 provides general retry defaults for GET and notes that POST is not retried by default, but it does not discuss paid research requests or the Keryx-specific resume behavior. Coverage for sub-claim 1 is high from S1, with S2 adding generic GET retry context. Coverage for sub-claim 2 is partial: S1 explains the safe recovery path (resume with GET) and the risk of double debit if buying again, but does not explicitly state whether resubmitting the paid request is ever recommended or under what conditions it should be done. The assessment does not establish a complete supported answer for every requested part.

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 3 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 80% (estimate, not entailment): “Resume sends only GET requests for the original job.”

Evidence

Source-matched public excerpt (no creator reward) — S1, research target 1, proposed support 80% (estimate, not entailment): “It does not sign a new authorization or replay a purchase.”

Evidence

Source-matched public excerpt (no creator reward) — S1, research target 2, proposed support 70% (estimate, not entailment): “Deleting the journal and buying again can create a second debit, so ambiguous cases may require operator reconciliation.”

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: the final assessment does not establish a complete supported answer for every requested part.

Attribute

github.com contributed 100% - free public reference; reward share withheld

Settle

Keryx operating allocation $0.025000 for unclaimed public citations; sponsored by Keryx, separate from creator rewards.

Settle

Settled $0.025000 Keryx operating fee for unclaimed public citations.

Done

Done. Spent $0.025 across 1 confirmed/simulated payment(s); Keryx operating fees are separate from creator rewards.

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

Read checkpoints

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

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

Query-local budget records
Recorded decisions can be replayed
Citation allocation records
Recorded decisions can be replayed
Author split records
Not captured

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

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

Recorded checkpoint policy
ordinary-query-economics-v4
SHA-256 retained by this report
f82c48896aa5ee1c815258dd637bdd5a6d98412c8cd48e5292d2354a0d85f397

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

Model proposal → selected plan → code checkpoint

BUY0
SKIP81
CACHE0
FREE2
ESCALATE0
UNKNOWN0

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

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

CandidateRead roundModel proposedSelected planCheckpointCode resultReason / rule
610CACHECACHEselectionCONTINUEselected-plan
620CACHECACHEselectionCONTINUEselected-plan
10SKIPSKIPselectionSKIPplan-skip
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410SKIPSKIPselectionSKIPplan-skip
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440SKIPSKIPselectionSKIPplan-skip
450SKIPSKIPselectionSKIPplan-skip
460SKIPSKIPselectionSKIPplan-skip
470SKIPSKIPselectionSKIPplan-skip
480SKIPSKIPselectionSKIPplan-skip
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500SKIPSKIPselectionSKIPplan-skip
510SKIPSKIPselectionSKIPplan-skip
520SKIPSKIPselectionSKIPplan-skip
530SKIPSKIPselectionSKIPplan-skip
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570SKIPSKIPselectionSKIPplan-skip
580SKIPSKIPselectionSKIPplan-skip
590SKIPSKIPselectionSKIPplan-skip
600SKIPSKIPselectionSKIPplan-skip
630SKIPSKIPselectionSKIPplan-skip
640CACHESKIPselectionSKIPplan-skip
650SKIPSKIPselectionSKIPplan-skip
660CACHESKIPselectionSKIPplan-skip
670SKIPSKIPselectionSKIPplan-skip
680CACHESKIPselectionSKIPplan-skip
690SKIPSKIPselectionSKIPplan-skip
700CACHESKIPselectionSKIPplan-skip
710SKIPSKIPselectionSKIPplan-skip
720CACHESKIPselectionSKIPplan-skip
730SKIPSKIPselectionSKIPplan-skip
740CACHESKIPselectionSKIPplan-skip
750SKIPSKIPselectionSKIPplan-skip
760CACHESKIPselectionSKIPplan-skip
770SKIPSKIPselectionSKIPplan-skip
780CACHESKIPselectionSKIPplan-skip
790SKIPSKIPselectionSKIPplan-skip
800CACHESKIPselectionSKIPplan-skip
810SKIPSKIPselectionSKIPplan-skip
820CACHESKIPselectionSKIPplan-skip
830CACHESKIPselectionSKIPplan-skip
610CACHECACHEduplicateCONTINUEduplicate
610CACHECACHEpublic-routeFREEpublic-channel
620CACHECACHEduplicateCONTINUEduplicate
620CACHECACHEpublic-routeFREEpublic-channel
Run context0——expansionCONTINUEexpansion
Run context1——attentionCONTINUEattention
Run context1——recommendationCONTINUEengine-recommendation
Run context1——recommendationSTOPengine-recommendation

Try a different limit

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

Portable research receipt

Take the evidence trail with you

One deterministic JSON bundle binds the answer, visible decisions, exact article versions, claim evidence and a Circle-settlement snapshot under SHA-256. Retain the digest to detect later changes; the self-check is not a publisher or Keryx signature.

Manage question privacy

Recorded purchase outcomes

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

Ask a follow-upNew dispatch · creators paid again

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

From the archive

Related dispatches

Dispatch
Using https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-buyer-recovery.md and https://developers.circle.com/gateway, draft fields for an agent spend ledger that distinguishes a request reserve, a signed payment and an observed settlement. Keep product-specific behavior attributed to its source. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward.
4 sources cited$0.0000 recorded creator rewards
Dispatch
From https://github.com/tang-vu/keryx/releases/tag/v0.27.68, identify one change relevant to a research buyer and make a bounded smoke-test ticket; distinguish a published release from proof that a local installed client has upgraded. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward.
2 sources cited$0.0000 recorded creator rewards
Dispatch
From https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-buyer-recovery.md, prepare an operator checklist for a paid research request whose HTTP response was lost: what must be retained and how should the existing job be recovered? Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward.
1 source cited$0.0270 recorded creator rewards
Dispatch
Using https://github.com/tang-vu/keryx/blob/main/docs/engineering/2026-09-08-citation-rewards.md, draft a small reporting glossary separating source-read spend, citation rewards and revenue from a buyer purchasing a service. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward.
1 source cited$0.0000 recorded creator rewards