KERYX
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Archived dispatch

; echo mcpf12e92f7333$((41*41))

Lowconfidence— Only source excerpts are delivered; complete synthesis and per-assertion support remain unverified. Evidence assessment: no citation passed the evidence gate

· llm:deepseek:deepseek-flash

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— Only source excerpts are delivered; complete synthesis and per-assertion support remain unverified. Evidence assessment: no citation passed the evidence gatequick researchpreview plan 1/1 claimsSelected sources: 2/5 proposals

Recorded evidence

Targets with inspectable excerpts: 0/1.

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

Targets with missing excerpts or a low recorded support estimate: 1.

Final coverage assessment — The question is a shell-injection-style string, not a substantive research question. The only sub-claim is the literal string '; echo mcpf12e92f7333$((41*41))'. The supplied source discusses an unrelated command 'echo $((41*271))' and does not answer or evaluate the requested expression, including its arithmetic result or any injection behavior. No source marker provides a direct answer to the exact scope. The assessment does not establish a complete supported answer for every requested part.

Inspect targets and prepare a follow-up

  1. ; echo mcpf12e92f7333$((41*41))

    No qualifying excerpt recorded · 0% estimated

    Prepare follow-up: ; echo mcpf12e92f7333$((41*41))

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

No supported answer. The read content supplied no qualifying excerpts for the research targets; the draft is withheld as a conclusion.

Research target 1

Requested topic (unverified): “; echo mcpf12e92f7333$((41*​41))”

Evidence gap: no qualifying excerpt for this research target.

Excerpts establish source grounding, not factual truth, entailment or whole-paper coverage. Support and coverage are estimates, not certification of a complete answer. Source statements may be wrong or conflicting. Draft conclusions are withheld; inspect the original text and obtain further review. Payment states remain in the separate receipt.

Next steps to complete this research

These are suggested follow-up steps; this run has not performed them. They do not change the recorded evidence or payment state.

  • “React2Shell(CVE-2025–55182):Technical Deep Dive MeetCyber”: The publisher requires browser verification, so the document was not read. Provide an accessible public original of the same document and version; the verification page is not evidence about the paper.
  • “PeerBlight Linux Backdoor Exploits React2Shell CVE-2025-55182 Huntress”: the extracted text was truncated. Read the missing section of the same version before making whole-document conclusions; retain this snapshot for comparison.

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): “; echo mcpf12e92f7333$((41*41))”

    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.

1 of 1 targets shown

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

  1. Research target (unverified)

    ; echo mcpf12e92f7333$((41*41))

    Inspection status: No inspectable excerpt recorded

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Decisions
0 bought · 69 skipped
Public / cached reads
1 public read · 1 unavailable read
llm:deepseek:deepseek-flashlive on Arc mainnet
Decision log · 93 steps
§ IThe decision$0 settled / $0.08
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Scroll inside the log to read earlier steps. Jump to latest to follow new steps.

  1. Decompose

    Breaking down: "; echo mcpf12e92f7333$((41*41))"

  2. Decompose

    Identified 1 research target(s) to investigate; these are not established facts

  3. Decompose

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

  4. Discover

    Article library searched across retained history: 12 matching article(s). Different articles from one publisher may support different research targets; preview matches alone are not evidence.

  5. Discover

    Web search: 1/1 planned queries attempted, 1 succeeded, 10 public page previews/leads, 0 unavailable queries. Previews and supplied URLs are discovery only. Public reads spend no USDC; model and service operating costs remain separate.

  6. Discover

    Discovered 2 verified creator candidate(s) from 2 publisher(s) and 69 free public reference candidate(s)

  7. Pre-check

    Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 2/5 positive proposal(s): 2 free/cache selections + 0 paid fresh selections, predicting 1/1 claim(s) above the evidence floor with $0.000000/$0.040000 fetch USDC reserved.

  8. Pre-check

    Free-preview pre-check maps an actionable source to every sub-claim (1/1); paid reading may proceed within the budget.

  9. DecideCACHE
    React2Shell(CVE-2025–55182):Technical Deep Dive | MeetCyber$0 · EV 60%

    Deep dive explicitly describes echo $((41*41)) as an RCE verification side-channel, matching the target; free read. - 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).

  10. DecideCACHE
    PeerBlight Linux Backdoor Exploits React2Shell CVE-2025-55182 | Huntress$0 · EV 60%

    Huntress report shows the exact echo $((41*41)) arithmetic probe used for command-execution testing, directly relevant to the target; free read. - 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).

  11. DecideSKIP
    Apache Software Foundation - ASF Project Spotlight: Apache Iggy$0 · EV 2%

    Apache Iggy project spotlight is unrelated to the odd echo/arithmetic query target. - free public feed reference; no purchase or creator reward.

  12. DecideSKIP
    Apache Arrow - Apache Arrow ADBC 23 (Libraries) Release$0 · EV 2%

    Arrow ADBC release notes do not address the query target. - free public feed reference; no purchase or creator reward.

  13. DecideSKIP
    arXiv - Scheduled Database Maintenance | October 28th, 2026$0 · EV 2%

    arXiv maintenance notice is unrelated to the target. - free public feed reference; no purchase or creator reward.

  14. DecideSKIP
    arXiv cs.AI paper announcements - Imaging-anchored multiomics in cardiovascular disease: integrating cardiac imaging, bulk, single-cell, and spatial transcriptomics$0 · EV 2%

    Cardiovascular multiomics preprint abstract is unrelated to the target. - free public feed reference; no purchase or creator reward.

  15. DecideSKIP
    Bank for International Settlements - News shocks and inflation: theory and evidence from large oil discoveries$0 · EV 2%

    BIS inflation working paper is unrelated to the target. - free public feed reference; no purchase or creator reward.

  16. DecideSKIP
    Chip Huyen - Common pitfalls when building generative AI applications$0 · EV 2%

    GenAI pitfalls article is unrelated to the target. - free public feed reference; no purchase or creator reward.

  17. DecideSKIP
    Chrome for Developers - What's New in WebGPU (Chrome 155-156)$0 · EV 2%

    WebGPU release notes are unrelated to the target. - free public feed reference; no purchase or creator reward.

  18. DecideSKIP
    Cloudflare Workers - A fully programmable secure web gateway$0 · EV 2%

    Cloudflare gateway post is unrelated to the target. - free public feed reference; no purchase or creator reward.

  19. DecideSKIP
    Creative Commons - From Reflection to Action: 8 Hot Takes from CC’s Open Heritage Roundtable$0 · EV 2%

    Creative Commons heritage roundtable is unrelated to the target. - free public feed reference; no purchase or creator reward.

  20. DecideSKIP
    Google DeepMind - Beyond tree cover: mapping the world’s forest types$0 · EV 2%

    Forest-type mapping post is unrelated to the target. - free public feed reference; no purchase or creator reward.

  21. DecideSKIP
    Distill - A Gentle Introduction to Graph Neural Networks$0 · EV 2%

    GNN introduction is unrelated to the target. - free public feed reference; no purchase or creator reward.

  22. DecideSKIP
    Django - Quarterly contributor outreach$0 · EV 2%

    Django contributor outreach is unrelated to the target. - free public feed reference; no purchase or creator reward.

  23. DecideSKIP
    Directory of Open Access Journals - From partnership to policy: How DOAJ and Ukraine are strengthening open access publishing$0 · EV 2%

    DOAJ open access partnership post is unrelated to the target. - free public feed reference; no purchase or creator reward.

  24. DecideSKIP
    Docker - Security Update on PHP2Shell: Impact for Docker Customers$0 · EV 2%

    Docker PHP2Shell security update is unrelated to the target. - free public feed reference; no purchase or creator reward.

  25. DecideSKIP
    DuckDB - Announcing DuckDB 2.0.0 LTS “Cinnamon Teal”$0 · EV 2%

    DuckDB 2.0.0 release announcement is unrelated to the target. - free public feed reference; no purchase or creator reward.

  26. DecideSKIP
    Eugene Yan - Patterns for Building Cybersecurity Evals$0 · EV 2%

    Cybersecurity evals article is unrelated to the target. - free public feed reference; no purchase or creator reward.

  27. DecideSKIP
    GitHub Engineering - The bridge to agent-scale Git infrastructure$0 · EV 2%

    GitHub infrastructure post is unrelated to the target. - free public feed reference; no purchase or creator reward.

  28. DecideSKIP
    The Go Blog - Help set Go's priorities for next year$0 · EV 2%

    Go developer survey announcement is unrelated to the target. - free public feed reference; no purchase or creator reward.

  29. DecideSKIP
    Google Research - Bringing foundational models to the front lines of TB screening$0 · EV 2%

    TB screening research post is unrelated to the target. - free public feed reference; no purchase or creator reward.

  30. DecideSKIP
    IPFS - Just released: Kubo 0.41.0!$0 · EV 2%

    Kubo release note is unrelated to the target. - free public feed reference; no purchase or creator reward.

  31. DecideSKIP
    Kotlin - Google Summer of Code 2026 With the Kotlin Foundation: Recap$0 · EV 2%

    Kotlin GSoC recap is unrelated to the target. - free public feed reference; no purchase or creator reward.

  32. DecideSKIP
    Krebs on Security - Widespread PHP Flaw May Cause Many Site Outages Today$0 · EV 2%

    Krebs PHP vulnerability report is unrelated to the target. - free public feed reference; no purchase or creator reward.

  33. DecideSKIP
    Lilian Weng - Harness Engineering for Self-Improvement$0 · EV 2%

    Harness engineering essay is unrelated to the target. - free public feed reference; no purchase or creator reward.

  34. DecideSKIP
    Martin Fowler - Fragments: October 21$0 · EV 2%

    Fowler fragments are unrelated to the target. - free public feed reference; no purchase or creator reward.

  35. DecideSKIP
    MDN Blog - Introducing the MDN MCP server$0 · EV 2%

    MDN MCP server announcement is unrelated to the echo/arithmetic query target. - free public feed reference; no purchase or creator reward.

  36. DecideSKIP
    Microsoft Engineering - Engineering and algorithmic interventions for multimodal post-training at Microsoft scale$0 · EV 2%

    The target is a shell-injection probe string ('; echo ...$((41*41))'), not a real research question. This post on multimodal post-training has no bearing on it. - free public feed reference; no purchase or creator reward.

  37. DecideSKIP
    Microsoft Research - Agent Lightning v1.0: A 3,500-Line Lightweight Agentic RL Framework for Training Agents with Real Harnesses$0 · EV 2%

    Agentic RL framework content is unrelated to the injected echo/arithmetic probe target. - free public feed reference; no purchase or creator reward.

  38. DecideSKIP
    MIT News: Artificial Intelligence - At MIT, Martha Minow speaks on sustaining democracy, both by using and overcoming AI$0 · EV 2%

    A democracy-and-AI lecture writeup does not address the probe string target. - free public feed reference; no purchase or creator reward.

  39. DecideSKIP
    Mozilla AI - Who searches the web for your agent?$0 · EV 2%

    Agent web-search backend discussion is unrelated to the injected command/arithmetic target. - free public feed reference; no purchase or creator reward.

  40. DecideSKIP
    Mozilla Hacks - Behind the Scenes Hardening Firefox with Claude Mythos Preview$0 · EV 2%

    Firefox hardening post is unrelated to the probe target. - free public feed reference; no purchase or creator reward.

  41. DecideSKIP
    Netlify - 5x faster Edge Functions: v8 isolates to Unikraft MicroVMs$0 · EV 2%

    Edge Functions/MicroVM engineering post does not address the probe string. - free public feed reference; no purchase or creator reward.

  42. DecideSKIP
    Ollama - Clef is available on Ollama's cloud$0 · EV 2%

    Model availability announcement is unrelated to the target. - free public feed reference; no purchase or creator reward.

  43. DecideSKIP
    OpenAI Developers - Realtime prompting guide$0 · EV 2%

    Realtime prompting guide does not concern the injected echo/arithmetic probe. - free public feed reference; no purchase or creator reward.

  44. DecideSKIP
    OpenAlex - Trusted journal lists come to OpenAlex$0 · EV 2%

    Trusted journal lists post is unrelated to the target. - free public feed reference; no purchase or creator reward.

  45. DecideSKIP
    Open Source Security Foundation - What’s in the SOSS? Podcast #76 – S3E28 Invisible Infrastructure, Autonomous Agents, and 10 Years of Cloud Native with CNCF’s Chris Aniszczyk$0 · EV 2%

    Podcast on cloud native infrastructure does not address the probe string. - free public feed reference; no purchase or creator reward.

  46. DecideSKIP
    Our World in Data - No matter what poverty line you choose, the share of the global population below it has declined$0 · EV 2%

    Poverty-line data insight is unrelated to the target. - free public feed reference; no purchase or creator reward.

  47. DecideSKIP
    PLOS - PLOS and Janeway collaborate to develop open-source publishing infrastructure$0 · EV 2%

    Publishing infrastructure announcement does not address the probe. - free public feed reference; no purchase or creator reward.

  48. DecideSKIP
    PostgreSQL - pgrecon: open-source Oracle to PostgreSQL migration assessment and schema conversion$0 · EV 2%

    Oracle-to-PostgreSQL migration tool news is unrelated to the injected command target. - free public feed reference; no purchase or creator reward.

  49. DecideSKIP
    Protocol Labs - Ed Boyden: Tools for Stimulating and Simulating the Brain$0 · EV 2%

    Neuroscience interview is unrelated to the target. - free public feed reference; no purchase or creator reward.

  50. DecideSKIP
    Python Blog - Python 3.15.1, 3.14.9 and 3.13.17 are out$0 · EV 2%

    Python security release notes do not address the probe string. - free public feed reference; no purchase or creator reward.

  51. DecideSKIP
    PyTorch - PyTorch Conference North America 2026: Accelerating Open Intelligence Together$0 · EV 2%

    Conference recap is unrelated to the target. - free public feed reference; no purchase or creator reward.

  52. DecideSKIP
    React Blog - React 19.3$0 · EV 2%

    React 19.3 release notes do not concern the injected echo/arithmetic probe. - free public feed reference; no purchase or creator reward.

  53. DecideSKIP
    Rust Blog - Announcing rustup 1.29.2$0 · EV 2%

    rustup release announcement is unrelated to the target. - free public feed reference; no purchase or creator reward.

  54. DecideSKIP
    Schneier on Security - Friday Squid Blogging: Increasing Squid Populations$0 · EV 2%

    Squid blogging post has no bearing on the probe target. - free public feed reference; no purchase or creator reward.

  55. DecideSKIP
    Sebastian Raschka - Building Reasoning Models from the Ground Up: A Full Video Course$0 · EV 2%

    Reasoning-model course announcement does not address the probe string. - free public feed reference; no purchase or creator reward.

  56. DecideSKIP
    Spotify Engineering - Advancing Generative Recommendation Inference: our collaboration with NVIDIA on TensorRT LLM$0 · EV 2%

    Recommendation inference post is unrelated to the target. - free public feed reference; no purchase or creator reward.

  57. DecideSKIP
    Stellar Blog - Introducing Bell, Protocol 30 on Stellar$0 · EV 2%

    Stellar protocol upgrade announcement does not address the probe. - free public feed reference; no purchase or creator reward.

  58. DecideSKIP
    Stripe Blog - Trends from Money20/20 2026: The rise of “hidden” financial services$0 · EV 2%

    Money20/20 trends post is unrelated to the injected command target. - free public feed reference; no purchase or creator reward.

  59. DecideSKIP
    Supabase - Give your Supabase app its own MCP server$0 · EV 2%

    MCP server/RLS post does not concern the probe string. - free public feed reference; no purchase or creator reward.

  60. DecideSKIP
    Super Simple Songs - Kids Songs - Top 20 Halloween Songs 🎃 🍬| Kids Songs | Super Simple Songs$0 · EV 2%

    Children's song video metadata is unrelated to the target. - free public feed reference; no purchase or creator reward.

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

    Tailscale networking blog unrelated to the shell-arithmetic echo probe target. - free public feed reference; no purchase or creator reward.

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

    V8 JSON.stringify performance post unrelated to the target. - free public feed reference; no purchase or creator reward.

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

    ML learning interview unrelated to the target. - free public feed reference; no purchase or creator reward.

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

    vLLM serving optimization post unrelated to the target. - free public feed reference; no purchase or creator reward.

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

    W3C Web of Things recharter unrelated to the target. - free public feed reference; no purchase or creator reward.

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

    web.dev platform roundup unrelated to the target. - free public feed reference; no purchase or creator reward.

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

    WebKit Safari features post unrelated to the target. - free public feed reference; no purchase or creator reward.

  68. DecideSKIP
    Wikimedia Diff - Event brings together experts and Wikimedians to discuss internet governance in Brazil$0 · EV 0%

    Wikimedia internet governance event unrelated to the target. - free public feed reference; no purchase or creator reward.

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

    x402 Foundation leadership announcement unrelated to the target. - free public feed reference; no purchase or creator reward.

  70. DecideSKIP
    GitHub - assetnote/react2shell-scanner: High Fidelity Detection Mechanism for RSC/Next.js RCE (CVE-2025-55182 & CVE-2025-66478) · GitHub$0 · EV 50%

    Scanner repo uses echo $((41271)) payload, related to the arithmetic probe target; free read. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.040000 fetch-budget caps, so this proposal stays unspent.

  71. DecideSKIP
    ECHO Incorporated$0 · EV 0%

    ECHO Incorporated company profile is a different subject (outdoor equipment), not the shell echo probe. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

  72. DecideSKIP
    CVE-2025-55182 (React2Shell): Remote code execution in React Server Components and Next.js | Datadog Security Labs$0 · EV 40%

    Datadog React2Shell analysis covers exploitation commands; plausible but less direct on the arithmetic probe; free read. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.040000 fetch-budget caps, so this proposal stays unspent.

  73. DecideSKIP
    React2Shell: How Attackers Exploited CVE-2025-55182 Within Hours$0 · EV 10%

    Darktrace exploitation timeline focuses on infrastructure clustering, not the echo arithmetic probe; redundant. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

  74. DecideSKIP
    CVE-2025-55182: React2Shell Analysis, Proof-of-Concept Chaos, and In-the-Wild Exploitation | Trend Micro (BR)$0 · EV 40%

    Trend Micro React2Shell analysis may discuss the arithmetic probe payload; free read, moderate relevance. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.040000 fetch-budget caps, so this proposal stays unspent.

  75. DecideSKIP
    React2Shell: RCE Vulnerabilities Require Immediate Attention$0 · EV 10%

    Sonatype advisory is general remediation guidance, not the echo arithmetic probe; redundant. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

  76. DecideSKIP
    React2Shell, Critical unauthenticated RCE affecting React Server Components (CVE-2025-55182)$0 · EV 10%

    Rapid7 advisory covers affected versions/mitigation, not the arithmetic probe; redundant. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

  77. DecideSKIP
    React2Shell Network Security Alert | Elastic Security [8.19] | Elastic$0 · EV 10%

    Elastic detection rule is about HTTP payload patterns, not the echo arithmetic probe; redundant. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

  78. DecideSKIP
    Keryx owner release notes — first-party validation — Keryx v0.27.41$0.005 · EV 0%

    Keryx release notes unrelated to the target; paid and not worth the toll.

  79. DecideSKIP
    Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 0%

    Keryx buyer-recovery doc unrelated to the target; paid and not worth the toll.

  80. Fetch

    READ React2Shell(CVE-2025–55182):Technical Deep Dive | MeetCyber - selected original public page, 0 USDC; not a cache hit.

  81. Fetch

    Public page unavailable (publisher-verification-required); no evidence admitted. Continuing research.

  82. Fetch

    READ PeerBlight Linux Backdoor Exploits React2Shell CVE-2025-55182 | Huntress - selected original public page, 0 USDC; not a cache hit.

  83. Fetch

    Read extracted public text from https://www.huntress.com/blog/peerblight-linux-backdoor-exploits-react2shell - S1; quote matching establishes source grounding, not fact verification.

  84. Sufficiency

    Sub-claim "; echo mcpf12e92f7333$((41*41))": 10% covered by S1

  85. Sufficiency

    The question is a shell-injection-style string, not a substantive research question. The only sub-claim is the literal string '; echo mcpf12e92f7333$((41*41))'. The supplied source discusses an unrelated command 'echo $((41*271))' and does not answer or evaluate the requested expression, including its arithmetic result or any injection behavior. No source marker provides a direct answer to the exact scope. The assessment does not establish a complete supported answer for every requested part.

  86. Sufficiency

    Final check — "; echo mcpf12e92f7333$((41*41))": 10% assessed by S1

  87. Sufficiency

    Final coverage assessment — The question is a shell-injection-style string, not a substantive research question. The only sub-claim is the literal string '; echo mcpf12e92f7333$((41*41))'. The supplied source discusses an unrelated command 'echo $((41*271))' and does not answer or evaluate the requested expression, including its arithmetic result or any injection behavior. No source marker provides a direct answer to the exact scope. The assessment does not establish a complete supported answer for every requested part.

  88. Synthesize

    Synthesizing a grounded answer from 1 source(s)…

  89. Evidence

    Delivering qualified source excerpts; complete synthesis and per-assertion support remain unverified.

  90. Evidence

    No citation passed the evidence gate — the $0.040000 citation pool stays unspent; settled access tolls still stand.

  91. Synthesize

    Prepared source excerpts citing 0 source(s); complete synthesis is unverified

  92. Verdict

    Confidence: Low — Only source excerpts are delivered; complete synthesis and per-assertion support remain unverified. Evidence assessment: no citation passed the evidence gate.

  93. Done

    Done. Spent $0 across 0 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
d8be38e6da29f62ba73f3f248e3bd033fda921e8a4c738f9bba1fef275b547bb

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
SKIP69
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
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570SKIPSKIPselectionSKIPplan-skip
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590SKIPSKIPselectionSKIPplan-skip
620CACHESKIPselectionSKIPplan-skip
630SKIPSKIPselectionSKIPplan-skip
640CACHESKIPselectionSKIPplan-skip
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660CACHESKIPselectionSKIPplan-skip
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610CACHECACHEduplicateCONTINUEduplicate
610CACHECACHEpublic-routeFREEpublic-channel
600CACHECACHEduplicateCONTINUEduplicate
600CACHECACHEpublic-routeFREEpublic-channel
600CACHECACHEsufficiencyCONTINUEsufficiency
Run context0——expansionSTOPexpansion

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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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.