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Ngày yêu cầu: 2026-10-25. Trả lời bằng tiếng Việt như tư vấn cho một khách hàng cần dùng kết quả để làm việc. Ưu tiên nguồn gốc đáng tin cậy, bước thực hiện cụ thể và những điều chưa đủ bằng chứng. Với thông tin có thể thay đổi, dùng tình trạng hiện hành tại ngày yêu cầu. Một tác vụ nghiên cứu mất 5–15 phút, người dùng có thể đóng trình duyệt. Hãy thiết kế các trạng thái và cách mở lại đúng kết quả cũ, cùng thông báo nên hiện khi chưa biết tác vụ đã thành công chưa.

Lowconfidence— Chỉ cung cấp trích đoạn nguồn; chưa xác minh được tổng hợp đầy đủ và hỗ trợ cho từng nhận định. Đánh giá bằng chứng: không có trích dẫn nào đáp ứng điều kiện bằng chứng

· llm:deepseek:deepseek-v4-pro

Review the original question, current payer, source cap and visibility before asking again. Reopening does not submit or spend anything. The saved report stays unchanged.

§ IIThe reading0 cited
Lowconfidence— Chỉ cung cấp trích đoạn nguồn; chưa xác minh được tổng hợp đầy đủ và hỗ trợ cho từng nhận định. Đánh giá bằng chứng: không có trích dẫn nào đáp ứng điều kiện bằng chứngdeep researchpreview plan 2/3 claimsSelected sources: 1/1 proposals

Recorded evidence

Targets with inspectable excerpts: 0/3.

Excerpt presence and estimated support do not establish a complete or factually correct answer.

Targets with missing excerpts or a low recorded support estimate: 3.

Inspect targets and prepare a follow-up

  1. Các trạng thái phù hợp cho một tác vụ nghiên cứu mất 5–15 phút mà người dùng có thể đóng trình duyệt giữa chừng.

    No qualifying excerpt recorded · 0% estimated

    Prepare follow-up: Các trạng thái phù hợp cho một tác vụ nghiên cứu mất 5–15 phút mà người dùng có thể đóng trình duyệt giữa chừng.

  2. Cách mở lại đúng kết quả cũ của tác vụ nghiên cứu sau khi người dùng đóng trình duyệt.

    No qualifying excerpt recorded · 0% estimated

    Prepare follow-up: Cách mở lại đúng kết quả cũ của tác vụ nghiên cứu sau khi người dùng đóng trình duyệt.

  3. Thông báo nên hiện khi chưa biết tác vụ đã thành công chưa.

    No qualifying excerpt recorded · 0% estimated

    Prepare follow-up: Thông báo nên hiện khi chưa biết tác vụ đã thành công chưa.

Opens an editable question. Review the question and budget before starting a new research run, which may incur charges.

Chưa có câu trả lời được bằng chứng hỗ trợ. Nội dung đã đọc chưa cung cấp trích đoạn đủ điều kiện cho các yêu cầu nghiên cứu; bản nháp không được giữ như kết luận.

Yêu cầu nghiên cứu 1

Chủ đề yêu cầu (chưa xác minh): “Các trạng thái phù hợp cho một tác vụ nghiên cứu mất 5–15 phút mà người dùng có thể đóng trình duyệt giữa chừng.”

Thiếu bằng chứng: chưa có trích đoạn đủ điều kiện cho yêu cầu này.

Yêu cầu nghiên cứu 2

Chủ đề yêu cầu (chưa xác minh): “Cách mở lại đúng kết quả cũ của tác vụ nghiên cứu sau khi người dùng đóng trình duyệt.”

Thiếu bằng chứng: chưa có trích đoạn đủ điều kiện cho yêu cầu này.

Yêu cầu nghiên cứu 3

Chủ đề yêu cầu (chưa xác minh): “Thông báo nên hiện khi chưa biết tác vụ đã thành công chưa.”

Thiếu bằng chứng: chưa có trích đoạn đủ điều kiện cho yêu cầu này.

Trích đoạn chỉ xác lập mức bám nguồn, không chứng minh tính đúng đắn, quan hệ suy ra hay toàn bộ nội dung bài. Mức hỗ trợ và độ bao phủ là ước lượng, không chứng nhận câu trả lời đầy đủ. Nội dung nguồn có thể sai hoặc mâu thuẫn. Các kết luận trong bản nháp không được giữ; cần đối chiếu văn bản gốc và đánh giá thêm. Trạng thái thanh toán vẫn nằm trong biên nhận riêng.

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): “Các trạng thái phù hợp cho một tác vụ nghiên cứu mất 5–15 phút mà người dùng có thể đóng trình duyệt giữa chừng.”

    0% estimated

    No qualifying excerpt recorded

  2. Requested topic (unverified): “Cách mở lại đúng kết quả cũ của tác vụ nghiên cứu sau khi người dùng đóng trình duyệt.”

    0% estimated

    No qualifying excerpt recorded

  3. Requested topic (unverified): “Thông báo nên hiện khi chưa biết tác vụ đã thành công chưa.”

    0% estimated

    No qualifying excerpt recorded

No inspectable non-demo excerpts are recorded for source inspection.

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.

Inspect the evidence

Search target text, retained excerpts and article details.

Article and excerpt filters

Show targets with an excerpt from this exact citation. Other cited sources remain visible for comparison.

3 of 3 targets shown

Downloads include the complete evidence matrix, including targets hidden by these filters.

  1. Research target (unverified)

    Các trạng thái phù hợp cho một tác vụ nghiên cứu mất 5–15 phút mà người dùng có thể đóng trình duyệt giữa chừng.

    Inspection status: No inspectable excerpt recorded

  2. Research target (unverified)

    Cách mở lại đúng kết quả cũ của tác vụ nghiên cứu sau khi người dùng đóng trình duyệt.

    Inspection status: No inspectable excerpt recorded

  3. Research target (unverified)

    Thông báo nên hiện khi chưa biết tác vụ đã thành công chưa.

    Inspection status: No inspectable excerpt recorded

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Decisions
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Public / cached reads
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llm:deepseek:deepseek-v4-prolive on Arc mainnet
Decision log · 139 steps
§ IThe decision$0 settled / $0.05
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  1. Decompose

    Breaking down: "Ngày yêu cầu: 2026-10-25. Trả lời bằng tiếng Việt như tư vấn cho một khách hàng cần dùng kết quả để làm việc. Ưu tiên nguồn gốc đáng tin cậy, bước thực hiện cụ thể và những điều chưa đủ bằng chứng. Với thông tin có thể thay đổi, dùng tình trạng hiện hành tại ngày yêu cầu. Một tác vụ nghiên cứu mất 5–15 phút, người dùng có thể đóng trình duyệt. Hãy thiết kế các trạng thái và cách mở lại đúng kết quả cũ, cùng thông báo nên hiện khi chưa biết tác vụ đã thành công chưa."

  2. Decompose

    Identified 3 research target(s) to investigate; these are not established facts

  3. Decompose

    Deep mode: up to 4 paid/cached/public reads plus one bounded gap-expansion pass when needed.

  4. Discover

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

  5. Discover

    Web search: 4/4 planned queries attempted, 0 succeeded, 0 public page previews/leads, 4 unavailable queries. Previews and supplied URLs are discovery only. Public reads spend no USDC; model and service operating costs remain separate.

  6. Discover

    Discovered 3 verified creator candidate(s) from 2 publisher(s) and 106 free public reference candidate(s)

  7. Pre-check

    Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 1/1 positive proposal(s): 1 free/cache selections + 0 paid fresh selections, predicting 2/3 claim(s) above the evidence floor with $0.000000/$0.025000 fetch USDC reserved.

  8. Pre-check

    Free-preview pre-check covers 2/3 sub-claims (67%). The agent may buy only claim-targeted sources and will label the answer provisional if paid evidence stays thin.

  9. DecideCACHE
    Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 80%

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  74. DecideSKIP
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    Attestations and CRA due diligence are irrelevant to task state design or resuming research. - free public feed reference; no purchase or creator reward.

  75. DecideSKIP
    Our World in Data - No matter what poverty line you choose, the share of the global population below it has declined$0 · EV 0%

    Global poverty statistics are unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  76. DecideSKIP
    PLOS - The 2026 Global Young Academy call for new members is now open$0 · EV 0%

    Global Young Academy membership call is unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  77. DecideSKIP
    PLOS - PLOS and Janeway collaborate to develop open-source publishing infrastructure$0 · EV 0%

    Open-source publishing infrastructure collaboration is unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  78. DecideSKIP
    PostgreSQL - RHEL 10.0 and 9.6 repositories are being retired$0 · EV 0%

    RHEL repository retirement is unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  79. DecideSKIP
    PostgreSQL - SLES 15.6 repositories are being retired$0 · EV 0%

    SLES repository retirement is unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  80. DecideSKIP
    PostgreSQL - pgrecon: open-source Oracle to PostgreSQL migration assessment and schema conversion$0 · EV 0%

    Oracle to PostgreSQL migration tool is unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  81. DecideSKIP
    Protocol Labs - Ed Boyden: Tools for Stimulating and Simulating the Brain$0 · EV 0%

    Brain simulation tools are unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  82. DecideSKIP
    Python Blog - Python 3.10.22, 3.11.17, 3.12.15, 3.13.16 and 3.14.8 are now available!$0 · EV 0%

    Python security releases are unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  83. DecideSKIP
    Python Blog - Python 3.15.1, 3.14.9 and 3.13.17 are out$0 · EV 0%

    Python security releases are unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  84. DecideSKIP
    PyTorch - PyTorch Conference North America 2026: Accelerating Open Intelligence Together$0 · EV 0%

    PyTorch conference summary is unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  85. DecideSKIP
    PyTorch - Accelerating PyTorch on AMD GPUs with FlyDSL$0 · EV 0%

    AMD GPU acceleration is unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  86. DecideSKIP
    React Blog - React 19.3$0 · EV 0%

    React 19.3 release notes are unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

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

    Rust debugging survey is unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

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

    Rust target demotion is unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  89. DecideSKIP
    Rust Blog - Announcing rustup 1.29.2$0 · EV 0%

    Rustup release announcement is unrelated to task states or resuming research tasks. - free public feed reference; no purchase or creator reward.

  90. DecideSKIP
    Schneier on Security - Possible new Cellebrite iPhone Radio Zero-Day$0 · EV 0%

    Article about Cellebrite iPhone zero-day is unrelated to research task states, resuming results, or progress notifications. - free public feed reference; no purchase or creator reward.

  91. DecideSKIP
    Schneier on Security - Friday Squid Blogging: Increasing Squid Populations$0 · EV 0%

    Squid blogging post is unrelated to the requested research task UX topics. - free public feed reference; no purchase or creator reward.

  92. DecideSKIP
    Sebastian Raschka - Building Reasoning Models from the Ground Up: A Full Video Course$0 · EV 0%

    Video course on reasoning models is unrelated to task state design and browser closure recovery. - free public feed reference; no purchase or creator reward.

  93. DecideSKIP
    Spotify Engineering - Advancing Generative Recommendation Inference: our collaboration with NVIDIA on TensorRT LLM$0 · EV 0%

    Generative recommendation inference article is unrelated to research task state management. - free public feed reference; no purchase or creator reward.

  94. DecideSKIP
    Stellar Blog - Introducing Bell, Protocol 30 on Stellar$0 · EV 0%

    Stellar protocol upgrade is unrelated to browser task states and notifications. - free public feed reference; no purchase or creator reward.

  95. DecideSKIP
    Stripe Blog - Trends from Money20/20 2026: The rise of “hidden” financial services$0 · EV 0%

    Fintech trends article is unrelated to research task UX patterns. - free public feed reference; no purchase or creator reward.

  96. DecideSKIP
    Supabase - Supabase Launch Week 15 Hackathon Winner Announcement$0 · EV 0%

    Hackathon winner announcement is unrelated to task state design and recovery. - free public feed reference; no purchase or creator reward.

  97. DecideSKIP
    Supabase - Give your Supabase app its own MCP server$0 · EV 0%

    MCP server article is unrelated to research task states and browser closure. - free public feed reference; no purchase or creator reward.

  98. DecideSKIP
    Super Simple Songs - Kids Songs - Top 20 Halloween Songs 🎃 🍬| Kids Songs | Super Simple Songs$0 · EV 0%

    Children's Halloween songs video is unrelated to research task UX. - free public feed reference; no purchase or creator reward.

  99. DecideSKIP
    Super Simple Songs - Kids Songs - 🔴 Trick or Treat With Super Simple Live! 🎃 | Best Halloween Kids Songs | Super Simple Songs$0 · EV 0%

    Children's live Halloween songs video is unrelated to research task states. - free public feed reference; no purchase or creator reward.

  100. DecideSKIP
    Tailscale - MagicRoute: Routing without physical routers$0 · EV 0%

    Networking routing article is unrelated to research task UX and notifications. - free public feed reference; no purchase or creator reward.

  101. DecideSKIP
    V8 - How we made JSON.stringify more than twice as fast$0 · EV 0%

    JSON.stringify performance article is unrelated to task state design and recovery. - free public feed reference; no purchase or creator reward.

  102. DecideSKIP
    V8 - Introducing the WebAssembly JavaScript Promise Integration API$0 · EV 0%

    WebAssembly JSPI API article is unrelated to research task UX patterns. - free public feed reference; no purchase or creator reward.

  103. DecideSKIP
    Vicki Boykis - How to Learn ML in 2026 interview$0 · EV 0%

    ML learning interview is unrelated to browser task states and notifications. - free public feed reference; no purchase or creator reward.

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

    Personal essay on AI tools is unrelated to research task state design. - free public feed reference; no purchase or creator reward.

  105. DecideSKIP
    vLLM - GLM-5.3 Optimizations, Part 2: PCP, DCP, and Hybrid HiSparse on 16 H200s$0 · EV 0%

    vLLM optimization article is unrelated to research task UX and recovery. - free public feed reference; no purchase or creator reward.

  106. DecideSKIP
    W3C Blog - 2026 Climate Weeks: W3C and Web Sustainability$0 · EV 0%

    Climate sustainability guidelines are unrelated to task state design and notifications. - free public feed reference; no purchase or creator reward.

  107. DecideSKIP
    W3C Blog - Web of Things Working Group recharter: New momentum for IoT interoperability$0 · EV 0%

    Web of Things recharter article is unrelated to research task UX patterns. - free public feed reference; no purchase or creator reward.

  108. DecideSKIP
    web.dev - August 2026 Baseline monthly digest$0 · EV 0%

    Baseline digest is unrelated to task state design and browser closure recovery. - free public feed reference; no purchase or creator reward.

  109. DecideSKIP
    web.dev - New to the web platform in September$0 · EV 0%

    New web platform features article is unrelated to research task states and notifications. - free public feed reference; no purchase or creator reward.

  110. DecideSKIP
    WebKit - Submit your ideas for Interop 2027$0 · EV 0%

    Interop 2027 proposal article is unrelated to research task UX. - free public feed reference; no purchase or creator reward.

  111. DecideSKIP
    WebKit - WebKit Features for Safari 27.1$0 · EV 0%

    Safari 27.1 features article is unrelated to task state design and recovery. - free public feed reference; no purchase or creator reward.

  112. DecideSKIP
    Wikimedia Diff - From Leadership2Action: My Experience as a Wiki Leadership X Initiative 2026 Fellow$0 · EV 0%

    Bài viết về trải nghiệm lãnh đạo Wikimedia, không liên quan đến trạng thái tác vụ nghiên cứu, khôi phục kết quả hay thông báo tiến trình. - free public feed reference; no purchase or creator reward.

  113. DecideSKIP
    Wikimedia Diff - Around the Globe: Meet our Movement in ESEAP$0 · EV 0%

    Bài viết về cộng đồng ESEAP, không liên quan đến thiết kế trạng thái tác vụ hay khôi phục phiên nghiên cứu. - free public feed reference; no purchase or creator reward.

  114. DecideSKIP
    Wikimedia Diff - Wikimedia Jakarta Community’s Bonding Night Trip: Exploring Knowledge and Building Togetherness in the Land of the Kanekes Baduy Luar$0 · EV 0%

    Bài viết về chuyến đi cộng đồng Jakarta, không liên quan đến trạng thái tác vụ nghiên cứu hay thông báo khi chưa biết thành công. - free public feed reference; no purchase or creator reward.

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

    Thông cáo bổ nhiệm giám đốc x402 Foundation, không liên quan đến thiết kế trạng thái tác vụ nghiên cứu hay khôi phục kết quả. - free public feed reference; no purchase or creator reward.

  116. DecideSKIP
    Keryx owner release notes — first-party validation — Keryx v0.27.10$0.005 · EV 0%

    Ghi chú phát hành Keryx v0.27.10 chỉ đề cập tính năng kiểm tra bằng chứng và bản vá bảo mật, không cung cấp hướng dẫn về trạng thái tác vụ hay khôi phục phiên.

  117. DecideSKIP
    Keryx owner release notes — first-party validation — Keryx v0.27.15$0.005 · EV 0%

    Ghi chú phát hành Keryx v0.27.15 chỉ sửa lỗi xuất RIS, không liên quan đến trạng thái tác vụ nghiên cứu hay thông báo tiến trình.

  118. Fetch

    Agent spend wallet ready: 0x9e88d16c3ecb07b9e84df13ef38dd6b673bd285c (balance sufficient)

  119. Fetch

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

  120. Sufficiency

    Sub-claim "Các trạng thái phù hợp cho một tác vụ nghiên cứu mất 5–15 ph…": 0% covered

  121. Sufficiency

    Sub-claim "Cách mở lại đúng kết quả cũ của tác vụ nghiên cứu sau khi ng…": 0% covered

  122. Sufficiency

    Sub-claim "Thông báo nên hiện khi chưa biết tác vụ đã thành công chưa.": 0% covered

  123. Sufficiency

    Chỉ có một nguồn S1 được cung cấp, là tài liệu first-party của Keryx về việc khôi phục một công việc nghiên cứu trả phí. Đoạn trích chỉ mô tả kiến trúc client (tách quoting, buying, recovering; sử dụng ví đã nạp tiền; có trần giá) nhưng không nêu các trạng thái cụ thể, cách mở lại đúng kết quả cũ, hay thông báo khi chưa biết thành công. Do đó không có bằng chứng trực tiếp cho bất kỳ sub-claim nào. The assessment does not establish a complete supported answer for every requested part.

  124. Re-evaluate

    Sub-claim "Các trạng thái phù hợp cho một tác vụ nghiên cứu mất 5–15 ph…": 0% covered — Không có đoạn trích nào đề cập đến các trạng thái (ví dụ: đang chờ, đang chạy, hoàn thành, thất bại) cho tác vụ nghiên cứu 5–15 phút. Nguồn S1 chỉ mô tả kiến trúc buyer client của Keryx, không liên quan đến thiết kế trạng thái.

  125. Re-evaluate

    Sub-claim "Cách mở lại đúng kết quả cũ của tác vụ nghiên cứu sau khi ng…": 0% covered — Không có đoạn trích nào mô tả cơ chế khôi phục phiên làm việc, lưu trữ kết quả, hoặc cách mở lại kết quả cũ sau khi đóng trình duyệt. S1 chỉ nói về việc tách biệt quoting, buying, recovering trong Keryx buyer client nhưng không cung cấp chi tiết quy trình.

  126. Re-evaluate

    Sub-claim "Thông báo nên hiện khi chưa biết tác vụ đã thành công chưa.": 0% covered — Không có đoạn trích nào đề cập đến thông báo trạng thái không chắc chắn (ví dụ: 'đang xử lý', 'chưa xác nhận thành công'). S1 không chứa nội dung về giao diện người dùng hoặc thông báo.

  127. Re-evaluate

    Cả ba yêu cầu con đều chưa được bao phủ (coverage 0.0). Nguồn S1 hiện có chỉ mô tả kiến trúc Keryx buyer client, không trả lời câu hỏi thiết kế trạng thái, khôi phục kết quả, hay thông báo. Trong danh sách skipped sources, chỉ có hai mục liên quan đến Keryx: item:261bc632 (giá 0) và item:44c05f82 (giá 0.005). Mục item:44c05f82 có tiêu đề 'Keryx owner release notes — first-party validation — Keryx v0.27.15' với preview 'fix(research): preserve preprint identity in RIS exports', có thể chứa thông tin về quản lý kết quả nghiên cứu nhưng không chắc chắn. Mục item:261bc632 có giá 0 và preview 'feat(research): inspect recorded evidence without one source', cũng có thể liên quan đến việc xem lại bằng chứng nghiên cứu. Tuy nhiên, cả hai đều không rõ ràng về việc trả lời trực tiếp các yêu cầu con. Với ngân sách còn lại 0.025, việc mua item:44c05f82 (0.005) là khả thi và có thể cung cấp thêm ngữ cảnh về quản lý kết quả nghiên cứu, nhưng không đảm bảo lấp đầy khoảng trống. Do đó, khuyến nghị mua item:44c05f82 trước vì giá thấp và có khả năng liên quan đến việc bảo toàn kết quả nghiên cứu. Không khuyến nghị mua thêm các nguồn khác vì chúng không liên quan đến chủ đề.

  128. Re-evaluate

    Filling gap — buying Keryx owner release notes — first-party validation — Keryx v0.27.15 ($0.005)…

  129. Re-evaluate

    Paid $0.005 to Keryx owner release notes — first-party validation — Keryx v0.27.15 (settled 3fb6aa71-4…) — S2

  130. Sufficiency

    Final check — "Các trạng thái phù hợp cho một tác vụ nghiên cứu mất 5–15 ph…": 0% assessed

  131. Sufficiency

    Final check — "Cách mở lại đúng kết quả cũ của tác vụ nghiên cứu sau khi ng…": 0% assessed

  132. Sufficiency

    Final check — "Thông báo nên hiện khi chưa biết tác vụ đã thành công chưa.": 0% assessed

  133. Sufficiency

    Final coverage assessment — Không có nguồn nào trong các đoạn được cung cấp trả lời trực tiếp các câu hỏi về trạng thái tác vụ, cách mở lại kết quả cũ, hay thông báo khi chưa biết thành công. S1 chỉ mô tả kiến trúc client mua hàng của Keryx, không liên quan đến quản lý trạng thái tác vụ nghiên cứu. S2 chỉ là ghi chú phát hành về RIS exports, không có thông tin về trạng thái hay khôi phục tác vụ. The assessment does not establish a complete supported answer for every requested part.

  134. Synthesize

    Synthesizing a grounded answer from 2 source(s)…

  135. Evidence

    Chỉ cung cấp trích đoạn nguồn đủ điều kiện; chưa xác minh được tổng hợp đầy đủ và hỗ trợ cho từng nhận định.

  136. Evidence

    No citation passed the evidence gate — the $0.025000 citation pool stays unspent; settled access tolls still stand.

  137. Synthesize

    Đã chuẩn bị trích đoạn từ 0 nguồn; chưa xác minh được tổng hợp đầy đủ

  138. Verdict

    Confidence: Low — Chỉ cung cấp trích đoạn nguồn; chưa xác minh được tổng hợp đầy đủ và hỗ trợ cho từng nhận định. Đánh giá bằng chứng: không có trích dẫn nào đáp ứng điều kiện bằng chứng.

  139. Done

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

Following latest steps

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
Not captured
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
d0a27f583c239b74240c667b21c95e792602e3fd70541a2f0a91d35308ca448a

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

Model proposal → selected plan → code checkpoint

BUY1
SKIP107
CACHE1
FREE0
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: 0 · Candidate rounds with continuing checks only: 0

CandidateRead roundModel proposedSelected planCheckpointCode resultReason / rule
1090CACHECACHEselectionCONTINUEselected-plan
10SKIPSKIPselectionSKIPplan-skip
20SKIPSKIPselectionSKIPplan-skip
30SKIPSKIPselectionSKIPplan-skip
40SKIPSKIPselectionSKIPplan-skip
50SKIPSKIPselectionSKIPplan-skip
60SKIPSKIPselectionSKIPplan-skip
70SKIPSKIPselectionSKIPplan-skip
80SKIPSKIPselectionSKIPplan-skip
90SKIPSKIPselectionSKIPplan-skip
100SKIPSKIPselectionSKIPplan-skip
110SKIPSKIPselectionSKIPplan-skip
120SKIPSKIPselectionSKIPplan-skip
130SKIPSKIPselectionSKIPplan-skip
140SKIPSKIPselectionSKIPplan-skip
150SKIPSKIPselectionSKIPplan-skip
160SKIPSKIPselectionSKIPplan-skip
170SKIPSKIPselectionSKIPplan-skip
180SKIPSKIPselectionSKIPplan-skip
190SKIPSKIPselectionSKIPplan-skip
200SKIPSKIPselectionSKIPplan-skip
210SKIPSKIPselectionSKIPplan-skip
220SKIPSKIPselectionSKIPplan-skip
230SKIPSKIPselectionSKIPplan-skip
240SKIPSKIPselectionSKIPplan-skip
250SKIPSKIPselectionSKIPplan-skip
260SKIPSKIPselectionSKIPplan-skip
270SKIPSKIPselectionSKIPplan-skip
280SKIPSKIPselectionSKIPplan-skip
290SKIPSKIPselectionSKIPplan-skip
300SKIPSKIPselectionSKIPplan-skip
310SKIPSKIPselectionSKIPplan-skip
320SKIPSKIPselectionSKIPplan-skip
330SKIPSKIPselectionSKIPplan-skip
340SKIPSKIPselectionSKIPplan-skip
350SKIPSKIPselectionSKIPplan-skip
360SKIPSKIPselectionSKIPplan-skip
370SKIPSKIPselectionSKIPplan-skip
380SKIPSKIPselectionSKIPplan-skip
390SKIPSKIPselectionSKIPplan-skip
400SKIPSKIPselectionSKIPplan-skip
410SKIPSKIPselectionSKIPplan-skip
420SKIPSKIPselectionSKIPplan-skip
430SKIPSKIPselectionSKIPplan-skip
440SKIPSKIPselectionSKIPplan-skip
450SKIPSKIPselectionSKIPplan-skip
460SKIPSKIPselectionSKIPplan-skip
470SKIPSKIPselectionSKIPplan-skip
480SKIPSKIPselectionSKIPplan-skip
490SKIPSKIPselectionSKIPplan-skip
500SKIPSKIPselectionSKIPplan-skip
510SKIPSKIPselectionSKIPplan-skip
520SKIPSKIPselectionSKIPplan-skip
530SKIPSKIPselectionSKIPplan-skip
540SKIPSKIPselectionSKIPplan-skip
550SKIPSKIPselectionSKIPplan-skip
560SKIPSKIPselectionSKIPplan-skip
570SKIPSKIPselectionSKIPplan-skip
580SKIPSKIPselectionSKIPplan-skip
590SKIPSKIPselectionSKIPplan-skip
600SKIPSKIPselectionSKIPplan-skip
610SKIPSKIPselectionSKIPplan-skip
620SKIPSKIPselectionSKIPplan-skip
630SKIPSKIPselectionSKIPplan-skip
640SKIPSKIPselectionSKIPplan-skip
650SKIPSKIPselectionSKIPplan-skip
660SKIPSKIPselectionSKIPplan-skip
670SKIPSKIPselectionSKIPplan-skip
680SKIPSKIPselectionSKIPplan-skip
690SKIPSKIPselectionSKIPplan-skip
700SKIPSKIPselectionSKIPplan-skip
710SKIPSKIPselectionSKIPplan-skip
720SKIPSKIPselectionSKIPplan-skip
730SKIPSKIPselectionSKIPplan-skip
740SKIPSKIPselectionSKIPplan-skip
750SKIPSKIPselectionSKIPplan-skip
760SKIPSKIPselectionSKIPplan-skip
770SKIPSKIPselectionSKIPplan-skip
780SKIPSKIPselectionSKIPplan-skip
790SKIPSKIPselectionSKIPplan-skip
800SKIPSKIPselectionSKIPplan-skip
810SKIPSKIPselectionSKIPplan-skip
820SKIPSKIPselectionSKIPplan-skip
830SKIPSKIPselectionSKIPplan-skip
840SKIPSKIPselectionSKIPplan-skip
850SKIPSKIPselectionSKIPplan-skip
860SKIPSKIPselectionSKIPplan-skip
870SKIPSKIPselectionSKIPplan-skip
880SKIPSKIPselectionSKIPplan-skip
890SKIPSKIPselectionSKIPplan-skip
900SKIPSKIPselectionSKIPplan-skip
910SKIPSKIPselectionSKIPplan-skip
920SKIPSKIPselectionSKIPplan-skip
930SKIPSKIPselectionSKIPplan-skip
940SKIPSKIPselectionSKIPplan-skip
950SKIPSKIPselectionSKIPplan-skip
960SKIPSKIPselectionSKIPplan-skip
970SKIPSKIPselectionSKIPplan-skip
980SKIPSKIPselectionSKIPplan-skip
990SKIPSKIPselectionSKIPplan-skip
1000SKIPSKIPselectionSKIPplan-skip
1010SKIPSKIPselectionSKIPplan-skip
1020SKIPSKIPselectionSKIPplan-skip
1030SKIPSKIPselectionSKIPplan-skip
1040SKIPSKIPselectionSKIPplan-skip
1050SKIPSKIPselectionSKIPplan-skip
1060SKIPSKIPselectionSKIPplan-skip
1070SKIPSKIPselectionSKIPplan-skip
1080SKIPSKIPselectionSKIPplan-skip
1090CACHECACHEduplicateCONTINUEduplicate
1090CACHECACHEpublic-routeCONTINUEpublic-channel
1090CACHECACHEpublic-routeCONTINUEpublic-channel
1090CACHECACHEpresentCONTINUEmissing-source
1090CACHECACHEfundingCONTINUEfunding-unavailable
1090CACHECACHEtermsCONTINUEterms
1090CACHECACHEduplicateCONTINUEduplicate
1090CACHECACHEduplicateCONTINUEduplicate
1090CACHECACHErightsCONTINUErights
1090CACHECACHEreviewCONTINUEhuman-review
1090CACHECACHEreview-verdictCONTINUEadmitted
1090CACHECACHEchannelCACHEdelivery-channel
1090CACHECACHEsufficiencyCONTINUEsufficiency
Run context0——expansionCONTINUEexpansion
Run context1——attentionCONTINUEattention
Run context1——recommendationCONTINUEengine-recommendation
Run context1——recommendationCONTINUEengine-recommendation
1081BUYSKIPduplicateCONTINUEduplicate
1081BUYSKIPdiscussionCONTINUEdiscussion
1081BUYSKIPattentionCONTINUEattention
1081BUYSKIPpublic-routeCONTINUEpublic-channel
1081BUYSKIPpublic-routeCONTINUEpublic-channel
1081BUYSKIPbudgetCONTINUEbudget
1081BUYSKIPfundingCONTINUEfunding-unavailable
1081BUYSKIPtermsCONTINUEterms
1081BUYSKIPduplicateCONTINUEduplicate
1081BUYSKIPduplicateCONTINUEduplicate
1081BUYSKIPrightsCONTINUErights
1081BUYBUYreviewCONTINUEhuman-review
1081BUYBUYreview-verdictCONTINUEadmitted
1081BUYBUYchannelBUYdelivery-channel
1081BUYBUYzero-budgetCONTINUEzero-budget

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.

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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.