Archived dispatch

The Hôtel de Ville in Limoges is partially destroyed by arson (damage pictured) as fuel and student protests escalate in France. The International Bureau of Weights and Measures votes to abolish the leap second over concerns about disruptions to computer systems. The Houthis launch a series of attacks on Saudi Arabian airports, killing at least 20 people and injuring more than 370 others.

Lowconfidence— no source was read for this question

· llm:deepseek:deepseek-flash

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§ IIThe reading0 cited
Lowconfidence— no source was read for this questionquick researchpreview plan 0/6 claimsSelected sources: 0/0 proposals

Recorded evidence

Targets with inspectable excerpts: 0/6.

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

Targets with missing excerpts or a low recorded support estimate: 6.

Inspect targets and prepare a follow-up
  1. What happened in the partial destruction by arson of the Hôtel de Ville in Limoges, including the date, the extent of the damage, and the cause?

    No qualifying excerpt recorded · 0% estimated

    Prepare follow-up: What happened in the partial destruction by arson of the Hôtel de Ville in Limoges, including the date, the extent of the damage, and the cause?
  2. How did fuel protests and student protests escalate in France in connection with the Limoges Hôtel de Ville arson, including their timing and scope?

    No qualifying excerpt recorded · 0% estimated

    Prepare follow-up: How did fuel protests and student protests escalate in France in connection with the Limoges Hôtel de Ville arson, including their timing and scope?
  3. What vote did the International Bureau of Weights and Measures take regarding abolishing the leap second, including the date and the decision's status?

    No qualifying excerpt recorded · 0% estimated

    Prepare follow-up: What vote did the International Bureau of Weights and Measures take regarding abolishing the leap second, including the date and the decision's status?
  4. What concerns about disruptions to computer systems were cited in the International Bureau of Weights and Measures' consideration of abolishing the leap second?

    No qualifying excerpt recorded · 0% estimated

    Prepare follow-up: What concerns about disruptions to computer systems were cited in the International Bureau of Weights and Measures' consideration of abolishing the leap second?
  5. What series of Houthi attacks on Saudi Arabian airports occurred, including the dates and locations targeted?

    No qualifying excerpt recorded · 0% estimated

    Prepare follow-up: What series of Houthi attacks on Saudi Arabian airports occurred, including the dates and locations targeted?
  6. What were the casualties from the Houthi attacks on Saudi Arabian airports, specifically the reported deaths (at least 20) and injuries (more than 370)?

    No qualifying excerpt recorded · 0% estimated

    Prepare follow-up: What were the casualties from the Houthi attacks on Saudi Arabian airports, specifically the reported deaths (at least 20) and injuries (more than 370)?

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

No supported answer: no source passed the relevance and evidence checks within this run's limits. Web search: 2 queries attempted, 0 succeeded, 2 unavailable. No original public document was successfully read. Narrow the question to one concrete decision, supply a relevant original source URL, and inspect the recorded SKIP/read failures. A larger source budget does not resolve a free-source attention gate or extraction limit. Metadata previews are not read evidence. This does not establish that no relevant evidence exists.

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 happened in the partial destruction by arson of the Hôtel de Ville in Limoges, including the date, the extent of the damage, and the cause?”

    0% estimated

    No qualifying excerpt recorded

  2. Requested topic (unverified): “How did fuel protests and student protests escalate in France in connection with the Limoges Hôtel de Ville arson, including their timing and scope?”

    0% estimated

    No qualifying excerpt recorded

  3. Requested topic (unverified): “What vote did the International Bureau of Weights and Measures take regarding abolishing the leap second, including the date and the decision's status?”

    0% estimated

    No qualifying excerpt recorded

  4. Requested topic (unverified): “What concerns about disruptions to computer systems were cited in the International Bureau of Weights and Measures' consideration of abolishing the leap second?”

    0% estimated

    No qualifying excerpt recorded

  5. Requested topic (unverified): “What series of Houthi attacks on Saudi Arabian airports occurred, including the dates and locations targeted?”

    0% estimated

    No qualifying excerpt recorded

  6. Requested topic (unverified): “What were the casualties from the Houthi attacks on Saudi Arabian airports, specifically the reported deaths (at least 20) and injuries (more than 370)?”

    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.

6 of 6 targets shown

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

  1. Research target (unverified)

    What happened in the partial destruction by arson of the Hôtel de Ville in Limoges, including the date, the extent of the damage, and the cause?

    Inspection status: No inspectable excerpt recorded

  2. Research target (unverified)

    How did fuel protests and student protests escalate in France in connection with the Limoges Hôtel de Ville arson, including their timing and scope?

    Inspection status: No inspectable excerpt recorded

  3. Research target (unverified)

    What vote did the International Bureau of Weights and Measures take regarding abolishing the leap second, including the date and the decision's status?

    Inspection status: No inspectable excerpt recorded

  4. Research target (unverified)

    What concerns about disruptions to computer systems were cited in the International Bureau of Weights and Measures' consideration of abolishing the leap second?

    Inspection status: No inspectable excerpt recorded

  5. Research target (unverified)

    What series of Houthi attacks on Saudi Arabian airports occurred, including the dates and locations targeted?

    Inspection status: No inspectable excerpt recorded

  6. Research target (unverified)

    What were the casualties from the Houthi attacks on Saudi Arabian airports, specifically the reported deaths (at least 20) and injuries (more than 370)?

    Inspection status: No inspectable excerpt recorded

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Public / cached reads
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llm:deepseek:deepseek-flashlive on Arc mainnet
Decision log · 226 steps
§ IThe decision$0 settled / $0.03
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Scroll inside the log to read earlier steps. Jump to latest to follow new steps.

  1. Decompose

    Breaking down: "The Hôtel de Ville in Limoges is partially destroyed by arson (damage pictured) as fuel and student protests escalate in France. The International Bureau of Weights and Measures votes to abolish the leap second over concerns about disruptions to computer systems. The Houthis launch a series of attacks on Saudi Arabian airports, killing at least 20 people and injuring more than 370 others."

  2. Decompose

    Identified 6 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

    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: 2/2 planned queries attempted, 0 succeeded, 0 public page previews/leads, 2 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 214 free public reference candidate(s)

  7. Pre-check

    Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 0/0 positive proposal(s): 0 free/cache selections + 0 paid fresh selections, predicting 0/6 claim(s) above the evidence floor with $0.000000/$0.015000 fetch USDC reserved.

  8. Pre-check

    Free-preview pre-check found no claim-targeted source worth its toll. No paid fetch will be attempted.

  9. DecideSKIP
    Apache Software Foundation - The Apache® Software Foundation Announces Keynote Speakers for Community Over Code Glasgow 2026$0 · EV 0%

    Apache conference keynote announcement; unrelated to Limoges arson, leap second vote, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

  10. DecideSKIP
    Apache Software Foundation - The Apache® Software Foundation Announces New Top-Level Projects$0 · EV 0%

    Apache top-level projects announcement; no connection to any research target. - free public feed reference; no purchase or creator reward.

  11. DecideSKIP
    Apache Software Foundation - Security scanning at Foundation scale$0 · EV 0%

    Apache security scanning post; unrelated to the France protests, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  12. DecideSKIP
    Apache Software Foundation - The Apache® Software Foundation Advances Open Source Infrastructure and Celebrates Community Growth in FY26$0 · EV 0%

    Apache FY26 annual report; not relevant to any subClaim. - free public feed reference; no purchase or creator reward.

  13. DecideSKIP
    Apache Software Foundation - Apache Geode 2.0, Part III: Lessons Learned and the Path Forward$0 · EV 0%

    Apache Geode engineering post; unrelated to the research targets. - free public feed reference; no purchase or creator reward.

  14. DecideSKIP
    Apache Arrow - Apache Arrow 26.0.0 Release$0 · EV 0%

    Arrow release notes; no bearing on the news events in question. - free public feed reference; no purchase or creator reward.

  15. DecideSKIP
    Apache Arrow - Apache Arrow Rust 60.0.0 Release$0 · EV 0%

    Arrow Rust release notes; unrelated to any target. - free public feed reference; no purchase or creator reward.

  16. DecideSKIP
    Apache Arrow - Apache Arrow Go 18.6.0 Release$0 · EV 0%

    Arrow Go release notes; not relevant to the Limoges, leap second, or Houthi topics. - free public feed reference; no purchase or creator reward.

  17. DecideSKIP
    arXiv - arXiv receives Multiyear Philanthropic Commitments to Support Its Launch as an Independent Nonprofit$0 · EV 0%

    arXiv philanthropy announcement; unrelated to the research targets. - free public feed reference; no purchase or creator reward.

  18. DecideSKIP
    arXiv - Modernizing arXiv technology: Updates on the arXiv-CE project$0 · EV 0%

    arXiv tech modernization post; no relevance to the subClaims. - free public feed reference; no purchase or creator reward.

  19. DecideSKIP
    arXiv - Fair Moderation, Equitable Access, and AI: arXiv’s Updated Rate Limit Policy$0 · EV 0%

    arXiv rate limit policy; unrelated to the events described. - free public feed reference; no purchase or creator reward.

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

    arXiv 3-million-articles milestone; not relevant to any target. - free public feed reference; no purchase or creator reward.

  21. DecideSKIP
    arXiv - We’re Hiring! Associate Production Editor$0 · EV 0%

    arXiv job posting; no connection to the research questions. - free public feed reference; no purchase or creator reward.

  22. DecideSKIP
    arXiv - arXiv’s next chapter: Updates on our spin out from Cornell University$0 · EV 0%

    arXiv spin-out update; unrelated to the Limoges arson, leap second vote, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  23. DecideSKIP
    arXiv cs.AI paper announcements - ChaosBench-Logic v2: Evaluating LLM Logical Reasoning over Dynamical Systems at Scale$0 · EV 0%

    AI reasoning benchmark abstract; no relevance to any subClaim. - free public feed reference; no purchase or creator reward.

  24. DecideSKIP
    arXiv cs.AI paper announcements - Harmful Partial Interventions and Benign Leakage in Concept-based Models$0 · EV 0%

    Concept-based models paper abstract; unrelated to the research targets. - free public feed reference; no purchase or creator reward.

  25. DecideSKIP
    arXiv cs.AI paper announcements - Volition Elicitation: Operational Semantics for People and Their Machines$0 · EV 0%

    Volition elicitation paper abstract; no bearing on the news events in question. - free public feed reference; no purchase or creator reward.

  26. DecideSKIP
    arXiv cs.AI paper announcements - Agent Status Protocol (ASP): A Lightweight Specification for State Reporting in Multi-Agent Systems$0 · EV 0%

    AI multi-agent protocol preprint; unrelated to Limoges arson, French protests, leap second vote, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

  27. DecideSKIP
    arXiv cs.AI paper announcements - DST-Net: Decomposed Spatio-Temporal Network for Time Series Forecasting$0 · EV 0%

    Time-series forecasting preprint; no connection to any of the six news targets. - free public feed reference; no purchase or creator reward.

  28. DecideSKIP
    arXiv cs.AI paper announcements - Encoded but Exposed: Language Embeddings can Reveal More Than They Should in Recommender Systems$0 · EV 0%

    Embedding privacy preprint; unrelated to the historical/news events in the targets. - free public feed reference; no purchase or creator reward.

  29. DecideSKIP
    Bank for International Settlements - Core Principles for Effective Deposit Insurance Systems – Executive Summary$0 · EV 0%

    Deposit insurance principles from BIS; not about the International Bureau of Weights and Measures or leap seconds. - free public feed reference; no purchase or creator reward.

  30. DecideSKIP
    Bank for International Settlements - Chokepoint disruptions and their macroeconomic consequences$0 · EV 0%

    Macroeconomic chokepoint research; no relevance to any target despite superficial 'disruption' wording. - free public feed reference; no purchase or creator reward.

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

    Stablecoins vs bank deposits paper; unrelated to the leap second or French/Houthi events. - free public feed reference; no purchase or creator reward.

  32. DecideSKIP
    Chip Huyen - Measuring personal growth$0 · EV 0%

    Personal growth essay; no bearing on any research target. - free public feed reference; no purchase or creator reward.

  33. DecideSKIP
    Chip Huyen - Predictive Human Preference: From Model Ranking to Model Routing$0 · EV 0%

    AI model preference routing; unrelated to the news targets. - free public feed reference; no purchase or creator reward.

  34. DecideSKIP
    Chip Huyen - Building A Generative AI Platform$0 · EV 0%

    Generative AI platform architecture; not relevant to any target. - free public feed reference; no purchase or creator reward.

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

    AI engineering pitfalls; unrelated to the events in question. - free public feed reference; no purchase or creator reward.

  36. DecideSKIP
    Chip Huyen - What I learned from looking at 900 most popular open source AI tools$0 · EV 0%

    Open source AI tools survey; no relevance to any target. - free public feed reference; no purchase or creator reward.

  37. DecideSKIP
    Chrome for Developers - Shipping JPEG XL in Chrome$0 · EV 0%

    JPEG XL browser feature; unrelated to leap second, French protests, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  38. DecideSKIP
    Chrome for Developers - Email verification updates, October 2026$0 · EV 0%

    Email verification origin trial; no connection to any target. - free public feed reference; no purchase or creator reward.

  39. DecideSKIP
    Chrome for Developers - Connection allowlists: Secure your web application's network access$0 · EV 0%

    Connection allowlists security feature; unrelated to the research targets. - free public feed reference; no purchase or creator reward.

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

    WebGPU release notes; no relevance to the events described. - free public feed reference; no purchase or creator reward.

  41. DecideSKIP
    Cloudflare Workers - Your agent needs a computer, not a container — introducing @cloudflare/computer$0 · EV 0%

    Cloudflare agent compute product post; unrelated to any target. - free public feed reference; no purchase or creator reward.

  42. DecideSKIP
    Cloudflare Workers - Next.js applications, powered by Vite: introducing Vinext 1.0$0 · EV 0%

    Vinext/Next.js framework announcement; no bearing on the research targets. - free public feed reference; no purchase or creator reward.

  43. DecideSKIP
    Cloudflare Workers - Detect and send production issues straight to your agent$0 · EV 0%

    Production issue detection for agents; unrelated to Limoges, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

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

    Cloudflare Workers secure gateway content is unrelated to the Limoges arson, leap second vote, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

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

    Creative Commons open heritage roundtable has no bearing on any of the six targets. - free public feed reference; no purchase or creator reward.

  46. DecideSKIP
    Creative Commons - Open Heritage in the Age of Artificial Intelligence$0 · EV 0%

    Open heritage and AI topic is unrelated to the news events in the targets. - free public feed reference; no purchase or creator reward.

  47. DecideSKIP
    Google DeepMind - Intelligent transcription with Gemini 3.5 Transcribe$0 · EV 0%

    Gemini transcription announcement is unrelated to any target. - free public feed reference; no purchase or creator reward.

  48. DecideSKIP
    Google DeepMind - Accelerating the search for antimicrobial peptides with Google Antigravity$0 · EV 0%

    Antimicrobial peptide research is unrelated to the Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  49. DecideSKIP
    Google DeepMind - Gemma Scope 2: helping the AI safety community deepen understanding of complex language model behavior$0 · EV 0%

    Gemma interpretability tools are unrelated to the requested targets. - free public feed reference; no purchase or creator reward.

  50. DecideSKIP
    Distill - Visualizing Weights$0 · EV 0%

    Neural network weight visualization is unrelated to the news targets. - free public feed reference; no purchase or creator reward.

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

    Graph neural network introduction is unrelated to any target. - free public feed reference; no purchase or creator reward.

  52. DecideSKIP
    Distill - Adversarial Reprogramming of Neural Cellular Automata$0 · EV 0%

    Adversarial reprogramming of neural cellular automata is unrelated to the targets. - free public feed reference; no purchase or creator reward.

  53. DecideSKIP
    Django - DSF member of the month - Ken Whitesell$0 · EV 0%

    Django member profile is unrelated to the Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  54. DecideSKIP
    Django - Proposed change to DSF voting membership$0 · EV 0%

    DSF voting membership proposal is unrelated to the requested targets. - free public feed reference; no purchase or creator reward.

  55. DecideSKIP
    Django - Django security releases issued: 6.1.2, 6.0.9, and 5.2.18$0 · EV 0%

    Django security release notes are unrelated to the news events in the targets. - free public feed reference; no purchase or creator reward.

  56. DecideSKIP
    Django - Executive Director Search Extended to September 22$0 · EV 0%

    Django executive director search is unrelated to any target. - free public feed reference; no purchase or creator reward.

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

    Open access journal story is unrelated to the Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

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

    DOAJ job vacancy is unrelated to the requested targets. - free public feed reference; no purchase or creator reward.

  59. DecideSKIP
    Directory of Open Access Journals - Using our new pre-assessment checklist: An invitation to Mexican and Indonesian journals$0 · EV 0%

    DOAJ pre-assessment checklist for journals is unrelated to any target. - free public feed reference; no purchase or creator reward.

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

    DOAJ-Ukraine open access partnership is unrelated to the news events in the targets. - free public feed reference; no purchase or creator reward.

  61. DecideSKIP
    Directory of Open Access Journals - Investing in open: Thank you to our library and funder supporters$0 · EV 0%

    DOAJ funder supporters post is unrelated to the requested targets. - free public feed reference; no purchase or creator reward.

  62. DecideSKIP
    Docker - Trust Docker for the agents you don’t$0 · EV 0%

    Docker cloud sandboxes for agents is unrelated to the Limoges arson, leap second vote, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

  63. DecideSKIP
    Docker - Docker Hub security advisory: personal access tokens transferred during account-to-organization conversions$0 · EV 0%

    Docker Hub security advisory about access tokens; unrelated to Limoges arson, leap second, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

  64. DecideSKIP
    Docker - AI Agent Security Risks: What Can Go Wrong When Agents Act on Their Own$0 · EV 0%

    Docker blog on AI agent security risks; no connection to any research target. - free public feed reference; no purchase or creator reward.

  65. DecideSKIP
    Docker - Harbor + Docker Sandboxes: Run Safe, Reproducible Agent Evals$0 · EV 0%

    Docker sandbox agent evals article; unrelated to the news events in the targets. - free public feed reference; no purchase or creator reward.

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

    DuckDB SQL classification article; unrelated to Limoges, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  67. DecideSKIP
    DuckDB - From JSON Strings to Typed Columns$0 · EV 0%

    DuckDB JSON-to-typed-columns technical post; no relevance to any target. - free public feed reference; no purchase or creator reward.

  68. DecideSKIP
    DuckDB - Benchmarking DuckDB v2.0-dev on NVIDIA Vera$0 · EV 0%

    DuckDB NVIDIA Vera benchmark; unrelated to the research targets. - free public feed reference; no purchase or creator reward.

  69. DecideSKIP
    DuckDB - Agent Mode in the DuckDB CLI$0 · EV 0%

    DuckDB CLI agent mode post; no bearing on the news events. - free public feed reference; no purchase or creator reward.

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

    DuckDB Java table functions article; unrelated to any target. - free public feed reference; no purchase or creator reward.

  71. DecideSKIP
    Eugene Yan - Weights & Biases LLM-Evaluator Hackathon - Hackathon Judge$0 · EV 0%

    Hackathon judge page on LLM evaluation; no relevance to the targets. - free public feed reference; no purchase or creator reward.

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

    Cybersecurity evals article; unrelated to Limoges, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  73. DecideSKIP
    GitHub Engineering - How we make AI coding more cost efficient without sacrificing task quality$0 · EV 0%

    GitHub Copilot cost efficiency post; no connection to any research target. - free public feed reference; no purchase or creator reward.

  74. DecideSKIP
    GitHub Engineering - Staying Evergreen: How we automated secure access and repo hygiene in a shared org$0 · EV 0%

    GitHub repo hygiene automation post; unrelated to the targets. - free public feed reference; no purchase or creator reward.

  75. DecideSKIP
    GitHub Engineering - Turn one giant AI-generated pull request to a reviewable stack$0 · EV 0%

    GitHub AI pull request stacking post; no relevance to the news events. - free public feed reference; no purchase or creator reward.

  76. DecideSKIP
    GitHub Engineering - From 2,500 requests to 24: Rebuilding star history without the stargazers$0 · EV 0%

    GitHub star history API post; unrelated to any target. - free public feed reference; no purchase or creator reward.

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

    Go SIMD blog post; no bearing on Limoges, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  78. DecideSKIP
    The Go Blog - Interactive refactoring in gopls$0 · EV 0%

    Go gopls refactoring post; unrelated to the research targets. - free public feed reference; no purchase or creator reward.

  79. DecideSKIP
    The Go Blog - Better HTTP/1 connection reuse$0 · EV 0%

    Go HTTP/1 connection reuse post; no relevance to any target. - free public feed reference; no purchase or creator reward.

  80. DecideSKIP
    Google Research - Toward provably private learning from federated data$0 · EV 0%

    Google Research federated privacy abstract; unrelated to the news events. - free public feed reference; no purchase or creator reward.

  81. DecideSKIP
    Google Research - Grounding AI agents in biological reality: Building blocks for autonomous wet labs$0 · EV 0%

    Google Research wet lab AI agents abstract; no connection to Limoges arson, leap second vote, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

  82. DecideSKIP
    IPFS - Optimistic Provide: How We Made IPFS Content Publishing 10x Faster$0 · EV 0%

    IPFS content publishing post is unrelated to the Limoges arson, leap second vote, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

  83. DecideSKIP
    IPFS - Content-Addressing: A Year In Review$0 · EV 0%

    IPFS content-addressing year in review has no bearing on any of the six news targets. - free public feed reference; no purchase or creator reward.

  84. DecideSKIP
    IPFS - New Stewards for Public IPFS Network Services$0 · EV 0%

    IPFS network stewardship post is unrelated to the requested news events. - free public feed reference; no purchase or creator reward.

  85. DecideSKIP
    Kotlin - A More Reliable Compilation Scheme for Kotlin Multiplatform Modules$0 · EV 0%

    Kotlin multiplatform compilation article is irrelevant to the Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  86. DecideSKIP
    Kotlin - The State of Kotlin in 2026 Report$0 · EV 0%

    State of Kotlin report does not address any research target. - free public feed reference; no purchase or creator reward.

  87. DecideSKIP
    Kotlin - What Makes a Great KotlinConf Proposal?$0 · EV 0%

    KotlinConf proposal advice is unrelated to the news targets. - free public feed reference; no purchase or creator reward.

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

    GSoC Kotlin recap has no relevance to the requested events. - free public feed reference; no purchase or creator reward.

  89. DecideSKIP
    Krebs on Security - Microsoft Patches More Than 1,400 Security Flaws$0 · EV 0%

    Microsoft patch roundup concerns security flaws, not the Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  90. DecideSKIP
    Krebs on Security - U.K. Sanctions Cryptomus for RU Money Laundering$0 · EV 0%

    UK sanctions on Cryptomus are unrelated to all six targets. - free public feed reference; no purchase or creator reward.

  91. DecideSKIP
    Krebs on Security - FBI Arrests Executive at Ransomware Negotiation Firm$0 · EV 0%

    FBI ransomware-firm arrest story does not cover any requested subject. - free public feed reference; no purchase or creator reward.

  92. DecideSKIP
    Krebs on Security - FBI Probes Service Selling 153M+ Drivers Licenses$0 · EV 0%

    Driver's license identity-theft probe is unrelated to the news targets. - free public feed reference; no purchase or creator reward.

  93. DecideSKIP
    Lilian Weng - Adversarial Attacks on LLMs$0 · EV 0%

    LLM adversarial attacks post has no relevance to the Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  94. DecideSKIP
    Lilian Weng - Reward Hacking in Reinforcement Learning$0 · EV 0%

    Reward hacking in RL is unrelated to any research target. - free public feed reference; no purchase or creator reward.

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

    Harness engineering for self-improvement does not address the requested events. - free public feed reference; no purchase or creator reward.

  96. DecideSKIP
    Lilian Weng - Thinking about High-Quality Human Data$0 · EV 0%

    Human data quality post is irrelevant to the news targets. - free public feed reference; no purchase or creator reward.

  97. DecideSKIP
    Martin Fowler - Principles for effective slides$0 · EV 0%

    Slide design principles article has no bearing on the requested subjects. - free public feed reference; no purchase or creator reward.

  98. DecideSKIP
    Martin Fowler - I don't like LLMs$0 · EV 0%

    Fowler's LLM opinion piece is unrelated to the Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  99. DecideSKIP
    Martin Fowler - Build your slide template$0 · EV 0%

    Slide template article does not cover any research target. - free public feed reference; no purchase or creator reward.

  100. DecideSKIP
    Martin Fowler - Fragments: September 24$0 · EV 0%

    Fragments on AI risk are unrelated to the requested news events. - free public feed reference; no purchase or creator reward.

  101. DecideSKIP
    Martin Fowler - Fragments: October 4$0 · EV 0%

    Software-engineering fragments about LLMs and sci-fi; nothing on Limoges arson, leap seconds, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  102. DecideSKIP
    MDN Blog - Celebrating 20 years of MDN$0 · EV 0%

    MDN 20th-anniversary post about web docs; unrelated to any research target. - free public feed reference; no purchase or creator reward.

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

    MDN MCP server announcement; developer tooling, not the news events in question. - free public feed reference; no purchase or creator reward.

  104. DecideSKIP
    MDN Blog - Under the hood of MDN's new frontend$0 · EV 0%

    MDN frontend rebuild article; no bearing on Limoges, leap second, or Houthi targets. - free public feed reference; no purchase or creator reward.

  105. DecideSKIP
    MDN Blog - Image formats: Pixel data from encoders to decoders$0 · EV 0%

    Image-format pixel data explainer; unrelated to all targets. - free public feed reference; no purchase or creator reward.

  106. DecideSKIP
    MDN Blog - Image formats: Codecs and compression tools$0 · EV 0%

    Image codec/compression article; unrelated to the research targets. - free public feed reference; no purchase or creator reward.

  107. DecideSKIP
    Microsoft Engineering - How Microsoft Engineers Build AI: Learn about scalable RAG-enabled AI Apps$0 · EV 0%

    RAG-enabled AI apps engineering post; no relevance to any target. - free public feed reference; no purchase or creator reward.

  108. DecideSKIP
    Microsoft Engineering - How we built the Microsoft Learn MCP Server$0 · EV 0%

    Microsoft Learn MCP server build story; unrelated to the news events. - free public feed reference; no purchase or creator reward.

  109. DecideSKIP
    Microsoft Engineering - Common annotated security keys$0 · EV 0%

    Security token format article; not relevant to Limoges, leap seconds, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  110. DecideSKIP
    Microsoft Engineering - Enhancing Code Quality at Scale with AI-Powered Code Reviews$0 · EV 0%

    AI code review tooling post; unrelated to all targets. - free public feed reference; no purchase or creator reward.

  111. DecideSKIP
    Microsoft Research - Simulating student learning for better AI tutoring$0 · EV 0%

    AI tutoring simulation research; not about any of the events. - free public feed reference; no purchase or creator reward.

  112. DecideSKIP
    Microsoft Research - Improving synthesis prediction of small molecules at scale with RetroChimera$0 · EV 0%

    Retrosynthesis model research; unrelated to the targets. - free public feed reference; no purchase or creator reward.

  113. DecideSKIP
    Microsoft Research - Forecasting space weather risks on power grids$0 · EV 0%

    Space weather/power grid forecasting; no connection to Limoges, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  114. DecideSKIP
    Microsoft Research - Proof-based general-purpose computing with Magnetar$0 · EV 0%

    Zero-knowledge proof computing research; unrelated to all targets. - free public feed reference; no purchase or creator reward.

  115. DecideSKIP
    MIT News: Artificial Intelligence - Researchers improve weather forecasts looking two to six weeks out$0 · EV 0%

    Weather forecast AI research; not about the specified news events. - free public feed reference; no purchase or creator reward.

  116. DecideSKIP
    MIT News: Artificial Intelligence - How artificial neural networks build their own learning machinery$0 · EV 0%

    Neural network learning machinery article; unrelated to the targets. - free public feed reference; no purchase or creator reward.

  117. DecideSKIP
    MIT News: Artificial Intelligence - AI model decodes the language cells use to communicate$0 · EV 0%

    Cell communication AI model; no relevance to any target. - free public feed reference; no purchase or creator reward.

  118. DecideSKIP
    MIT News: Artificial Intelligence - Fostering community amid Kendall Square’s innovation$0 · EV 0%

    Kendall Square community event; unrelated to Limoges, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  119. DecideSKIP
    Mozilla AI - Who Cares About LLM costs?$0 · EV 0%

    Mozilla AI blog on LLM costs; unrelated to Limoges arson, leap second vote, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

  120. DecideSKIP
    Mozilla AI - Mistral Large 4 is live in Otari$0 · EV 0%

    Mistral model release post; no connection to any research target. - free public feed reference; no purchase or creator reward.

  121. DecideSKIP
    Mozilla AI - Building the Missing Half$0 · EV 0%

    Agent infrastructure essay; unrelated to the news events in question. - free public feed reference; no purchase or creator reward.

  122. DecideSKIP
    Mozilla AI - You Don’t Just Need Better AI. You Need Better Infrastructure.$0 · EV 0%

    AI infrastructure piece; irrelevant to all six claims. - free public feed reference; no purchase or creator reward.

  123. DecideSKIP
    Mozilla AI - Benchmarking Local LLM Servers: llama.cpp, llamafile, LM Studio, and Ollama$0 · EV 0%

    Local LLM server benchmarks; no relevance to arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  124. DecideSKIP
    Mozilla Hacks - Why is WebAssembly a second-class language on the web?$0 · EV 0%

    WebAssembly browser post; unrelated to the requested news topics. - free public feed reference; no purchase or creator reward.

  125. DecideSKIP
    Mozilla Hacks - Intent to Ship: JPEG XL$0 · EV 0%

    JPEG XL shipping announcement; irrelevant to all targets. - free public feed reference; no purchase or creator reward.

  126. DecideSKIP
    Mozilla Hacks - Trustworthy JavaScript for the Open Web$0 · EV 0%

    JavaScript trust model article; no bearing on the research claims. - free public feed reference; no purchase or creator reward.

  127. DecideSKIP
    Mozilla Hacks - PACT: Anonymous Credentials for the Web$0 · EV 0%

    Anonymous credentials post; unrelated to the events described. - free public feed reference; no purchase or creator reward.

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

    Edge Functions performance post; no relevance to any target. - free public feed reference; no purchase or creator reward.

  129. DecideSKIP
    Netlify - Build with Netlify came to Atlanta$0 · EV 0%

    Netlify Atlanta event recap; unrelated to the research question. - free public feed reference; no purchase or creator reward.

  130. DecideSKIP
    Netlify - Choosing an AI model: one prompt, 11 models, very different results$0 · EV 0%

    AI model comparison post; irrelevant to all six claims. - free public feed reference; no purchase or creator reward.

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

    Ollama decision-model announcement; no connection to the news targets. - free public feed reference; no purchase or creator reward.

  132. DecideSKIP
    Ollama - Reflection's Beam is freely available on Ollama for a limited time$0 · EV 0%

    Model availability post; unrelated to arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  133. DecideSKIP
    OpenAI Developers - Codex for (almost) everything$0 · EV 0%

    Codex app update overview; no relevance to the requested claims. - free public feed reference; no purchase or creator reward.

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

    Realtime prompting guide; irrelevant to all targets. - free public feed reference; no purchase or creator reward.

  135. DecideSKIP
    OpenAlex - Should OpenAlex publish a novelty score? A vibe check$0 · EV 0%

    Scholarly novelty-score discussion; no bearing on the events in question. - free public feed reference; no purchase or creator reward.

  136. DecideSKIP
    OpenAlex - OpenAlex’s SDG tags are now right 7 times in 10, up from 3$0 · EV 0%

    SDG classifier accuracy post; unrelated to the research claims. - free public feed reference; no purchase or creator reward.

  137. DecideSKIP
    Open Source Security Foundation - What’s in the SOSS? Podcast #75 – S3E27 From Upstream to Downstream: Managing Open Source Risk in a Changing Regulatory Era with Vincent Danen$0 · EV 0%

    Open source security podcast; no relevance to Limoges, BIPM, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  138. DecideSKIP
    Open Source Security Foundation - Case Study: GitHub Expands Malware Advisories Across Eight Ecosystems with OpenSSF$0 · EV 0%

    GitHub malware advisory case study; irrelevant to all six targets. - free public feed reference; no purchase or creator reward.

  139. DecideSKIP
    Open Source Security Foundation - Introducing Privateer: AI-Assisted Security & Compliance Evaluation Framework Joins the OpenSSF Sandbox$0 · EV 0%

    OpenSSF blog about an AI security/compliance framework; unrelated to Limoges arson, leap second, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

  140. DecideSKIP
    Our World in Data - More Indians live in the Gulf states than in the US, UK, and Canada combined$0 · EV 0%

    Data insight on Indian diaspora in Gulf states; not about Houthi attacks or casualties, nor other targets. - free public feed reference; no purchase or creator reward.

  141. DecideSKIP
    Our World in Data - How many people in the world identify with a particular religion?$0 · EV 0%

    Global religious affiliation statistics; unrelated to any research target. - free public feed reference; no purchase or creator reward.

  142. DecideSKIP
    Our World in Data - China reduced extreme poverty fast, but Indonesia hasn’t been far behind$0 · EV 0%

    Poverty reduction comparison China/Indonesia; unrelated to all targets. - free public feed reference; no purchase or creator reward.

  143. DecideSKIP
    Our World in Data - The United States is the world’s largest oil producer$0 · EV 0%

    Oil production statistics; mentions Saudi Arabia only in energy context, not Houthi airport attacks. - free public feed reference; no purchase or creator reward.

  144. DecideSKIP
    PLOS - Suicide Prevention Awareness Month$0 · EV 0%

    PLOS blog on suicide prevention funding; unrelated to any target. - free public feed reference; no purchase or creator reward.

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

    Publishing infrastructure collaboration; unrelated to the news events. - free public feed reference; no purchase or creator reward.

  146. DecideSKIP
    PLOS - National Science Library, Chinese Academy of Sciences, and PLOS sign MOU on jointly advancing the OS10 Program$0 · EV 0%

    MOU on open science program; unrelated to all targets. - free public feed reference; no purchase or creator reward.

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

    Global Young Academy membership call; unrelated to the events. - free public feed reference; no purchase or creator reward.

  148. DecideSKIP
    PLOS - Renewing our partnership to advance open science across Africa$0 · EV 0%

    Open science partnership in Africa; unrelated to any target. - free public feed reference; no purchase or creator reward.

  149. DecideSKIP
    PostgreSQL - FOSDEM PGDay 2027: two days of PostgreSQL, with calls for papers and sponsors now open!$0 · EV 0%

    PostgreSQL conference announcement; unrelated to the news events. - free public feed reference; no purchase or creator reward.

  150. DecideSKIP
    PostgreSQL - crecheck v6.0 has been released$0 · EV 0%

    Database extension release; unrelated to all targets. - free public feed reference; no purchase or creator reward.

  151. DecideSKIP
    PostgreSQL - PgBouncer 1.26.1 released - Fixes three CVEs$0 · EV 0%

    PgBouncer CVE release notes; unrelated to the research targets. - free public feed reference; no purchase or creator reward.

  152. DecideSKIP
    PostgreSQL - pg_utl_smtp v2.0 released$0 · EV 0%

    PostgreSQL SMTP extension release; unrelated to all targets. - free public feed reference; no purchase or creator reward.

  153. DecideSKIP
    PostgreSQL - PostgreSQL 19 RC 1 Released!$0 · EV 0%

    PostgreSQL 19 RC release announcement; unrelated to the events. - free public feed reference; no purchase or creator reward.

  154. DecideSKIP
    PostgreSQL - psqlODBC 18.00.0005 released with security fix for CVE-2026-109448$0 · EV 0%

    psqlODBC security fix; unrelated to any target. - free public feed reference; no purchase or creator reward.

  155. DecideSKIP
    Protocol Labs - Announcing the Juan Benet Podcast: Launching With First Guest Max Hodak, CEO of Science Corp$0 · EV 0%

    Podcast announcement about neurotech; unrelated to Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  156. DecideSKIP
    Protocol Labs - IPTS Acquires Talent Protocol’s Record of 6.6 Million Builders$0 · EV 0%

    Talent Protocol acquisition news; unrelated to all research targets. - free public feed reference; no purchase or creator reward.

  157. DecideSKIP
    Python Blog - Python Language Summit 2026$0 · EV 0%

    Python Language Summit news is unrelated to the Limoges arson, leap-second vote, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

  158. DecideSKIP
    Python Blog - Python 3.16.0 alpha 1 is now available$0 · EV 0%

    Python 3.16 alpha release notes have no bearing on any of the six news targets. - free public feed reference; no purchase or creator reward.

  159. DecideSKIP
    Python Blog - Packaging Council Inaugural Election Dates$0 · EV 0%

    Python Packaging Council election dates are unrelated to the requested events. - free public feed reference; no purchase or creator reward.

  160. DecideSKIP
    Python Blog - PEP 827: Type Manipulation (Python Language Summit 2026)$0 · EV 0%

    PEP 827 type manipulation talk does not address any target. - free public feed reference; no purchase or creator reward.

  161. DecideSKIP
    PyTorch - Muse Spark Is Now an Open-Weights Model$0 · EV 0%

    Open-weights ML model announcement is unrelated to the Limoges fire, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  162. DecideSKIP
    PyTorch - PyTorch Hardware Enablement: Updates from the Accelerator Integration Working Group$0 · EV 0%

    PyTorch hardware enablement content has no relevance to the news targets. - free public feed reference; no purchase or creator reward.

  163. DecideSKIP
    PyTorch - Bringing Elastically Deterministic Data Loading to TorchTitan with Zephon$0 · EV 0%

    Deterministic data loading in TorchTitan is unrelated to all targets. - free public feed reference; no purchase or creator reward.

  164. DecideSKIP
    React Blog - React Labs: View Transitions, Activity, and more$0 · EV 0%

    React Labs feature post does not cover any requested event. - free public feed reference; no purchase or creator reward.

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

    React 19.3 release notes are irrelevant to the Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  166. DecideSKIP
    Rust Blog - Be alert: targeted attacks on prominent Rustaceans$0 · EV 0%

    Targeted attacks on Rust developers is a different security topic, not the Houthi airport attacks or other targets. - free public feed reference; no purchase or creator reward.

  167. DecideSKIP
    Rust Blog - Announcing Rust 1.98.1$0 · EV 0%

    Rust 1.98.1 release notes have no connection to any target. - free public feed reference; no purchase or creator reward.

  168. DecideSKIP
    Rust Blog - Announcing Rust 1.99.1$0 · EV 0%

    Rust 1.99.1 release notes are unrelated to the requested events. - free public feed reference; no purchase or creator reward.

  169. DecideSKIP
    Schneier on Security - The Future of AI Cryptanalysis$0 · EV 0%

    AI cryptanalysis commentary does not address the Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  170. DecideSKIP
    Schneier on Security - Friday Squid Blogging: Squid Before the Chicxulub Meteor Impact$0 · EV 0%

    Squid blogging post is unrelated to all six targets. - free public feed reference; no purchase or creator reward.

  171. DecideSKIP
    Schneier on Security - Cyberattack on Connected Fridges in France$0 · EV 5%

    A cyberattack on fridges in France is a different French incident and does not cover the Limoges Hôtel de Ville arson or protests. - free public feed reference; no purchase or creator reward.

  172. DecideSKIP
    Schneier on Security - Backdooring Open-Weight AI Models$0 · EV 0%

    Backdooring open-weight AI models is unrelated to the requested news events. - free public feed reference; no purchase or creator reward.

  173. DecideSKIP
    Sebastian Raschka - Focusing on Post-Training$0 · EV 0%

    LLM post-training essay has no relevance to any target. - free public feed reference; no purchase or creator reward.

  174. DecideSKIP
    Sebastian Raschka - Language Models for Text Classification: From Bag-of-Words to Jev$0 · EV 0%

    Text classification with language models is unrelated to the news targets. - free public feed reference; no purchase or creator reward.

  175. DecideSKIP
    Sebastian Raschka - Pacing != Pacing Development$0 · EV 0%

    AI model pacing commentary does not address any requested event. - free public feed reference; no purchase or creator reward.

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

    Book club Q&A announcement is irrelevant to all targets. - free public feed reference; no purchase or creator reward.

  177. DecideSKIP
    Spotify Engineering - AI Changed How Spotify Builds. What We Learned (and Fixed) About Quality at Higher Velocity$0 · EV 0%

    Spotify engineering quality post has no bearing on the Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

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

    Generative recommendation inference with NVIDIA is unrelated to the requested events. - free public feed reference; no purchase or creator reward.

  179. DecideSKIP
    Stellar Blog - The world's government debt is coming onchain. It's choosing Stellar.$0 · EV 0%

    Stellar tokenized government debt blog; unrelated to Limoges arson, leap second vote, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

  180. DecideSKIP
    Stellar Blog - Chainlink is now live on Stellar, unleashing a new wave of DeFi innovation across a $4B+ RWA ecosystem$0 · EV 0%

    Chainlink/Stellar DeFi announcement; no connection to any research target. - free public feed reference; no purchase or creator reward.

  181. DecideSKIP
    Stellar Blog - Soroban Rust SDK v28$0 · EV 0%

    Soroban Rust SDK release notes; irrelevant to the news claims. - free public feed reference; no purchase or creator reward.

  182. DecideSKIP
    Stellar Blog - Adapter, Protocol 28 Upgrade Guide$0 · EV 0%

    Stellar protocol upgrade guide; unrelated to all targets. - free public feed reference; no purchase or creator reward.

  183. DecideSKIP
    Stripe Blog - Helping personal agents shop more intelligently and reliably with Link$0 · EV 0%

    Stripe agent shopping product post; no bearing on the arson, leap second, or Houthi topics. - free public feed reference; no purchase or creator reward.

  184. DecideSKIP
    Stripe Blog - New ways for fintechs to move money and expand globally$0 · EV 0%

    Fintech payouts/stablecoin cards post; irrelevant to the research targets. - free public feed reference; no purchase or creator reward.

  185. DecideSKIP
    Supabase - Supabase Series F$0 · EV 0%

    Supabase funding announcement; unrelated to the claims. - free public feed reference; no purchase or creator reward.

  186. DecideSKIP
    Supabase - Partial data dumps using Postgres Row Level Security$0 · EV 0%

    Postgres RLS data dump technique; no relevance to the news events. - free public feed reference; no purchase or creator reward.

  187. DecideSKIP
    Supabase - How a new branch gets its config, migrations, and functions$0 · EV 0%

    Supabase branching config post; unrelated to all targets. - free public feed reference; no purchase or creator reward.

  188. DecideSKIP
    Supabase - Developers stay up to date with intheloop.dev$0 · EV 0%

    Developer newsletter app case study; irrelevant. - free public feed reference; no purchase or creator reward.

  189. DecideSKIP
    Supabase - Protecting your Supabase projects from npm supply chain attacks$0 · EV 0%

    npm supply chain security post; not about any of the six claims. - free public feed reference; no purchase or creator reward.

  190. DecideSKIP
    Super Simple Songs - Kids Songs - Top 20 Back To School Songs | 🍎 📚 Learn and Sing ABCs + More! | Super Simple’s 20th Anniversary!$0 · EV 0%

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

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

    Halloween kids song video metadata; no relevance. - free public feed reference; no purchase or creator reward.

  192. DecideSKIP
    Super Simple Songs - Kids Songs - Put on Your Shoes | Featuring Tobee and the Super Simple Puppets! | Super Simple Songs$0 · EV 0%

    Kids song video metadata; unrelated to the claims. - free public feed reference; no purchase or creator reward.

  193. DecideSKIP
    Tailscale - Your built-in router VPN might be more trouble than it’s worth$0 · EV 0%

    Router VPN networking post; no connection to the arson, leap second, or Houthi events. - free public feed reference; no purchase or creator reward.

  194. DecideSKIP
    Tailscale - It's time to make your own RSS reader$0 · EV 0%

    Self-hosted RSS reader post; irrelevant to all targets. - free public feed reference; no purchase or creator reward.

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

    V8 JSON.stringify optimization; not about the leap second decision or any other claim. - free public feed reference; no purchase or creator reward.

  196. DecideSKIP
    V8 - Static Roots: Objects with Compile-Time Constant Addresses$0 · EV 0%

    V8 static roots internals; unrelated to the research targets. - free public feed reference; no purchase or creator reward.

  197. DecideSKIP
    V8 - Speculative Optimizations for WebAssembly using Deopts and Inlining$0 · EV 0%

    WebAssembly speculative optimization post; no bearing on the claims. - free public feed reference; no purchase or creator reward.

  198. DecideSKIP
    Vicki Boykis - We should be more tired than the model$0 · EV 0%

    Essay on agentic code generation; unrelated to the news events. - free public feed reference; no purchase or creator reward.

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

    NASA engineering excellence commentary; no relevance to any target. - free public feed reference; no purchase or creator reward.

  200. DecideSKIP
    Vicki Boykis - Tagging my blog posts with BERTopic and LLMs$0 · EV 0%

    Blog post about tagging posts with BERTopic/LLMs; unrelated to Limoges arson, leap second, or Houthi airport attacks. - free public feed reference; no purchase or creator reward.

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

    Keynote transcript on applied machine learning; no connection to any research target. - free public feed reference; no purchase or creator reward.

  202. DecideSKIP
    Vicki Boykis - Write for people$0 · EV 0%

    Essay about writing for people and PR descriptions; unrelated to the news events in question. - free public feed reference; no purchase or creator reward.

  203. DecideSKIP
    vLLM - vLLM Support for NVIDIA Vera Rubin NVL72: 7.8x Throughput over GB200 NVL72$0 · EV 0%

    vLLM inference performance post; nothing about French protests, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  204. DecideSKIP
    vLLM - Serving Reflection Beam on vLLM from Day 0$0 · EV 0%

    Model serving announcement; irrelevant to all six targets. - free public feed reference; no purchase or creator reward.

  205. DecideSKIP
    W3C Blog - International Women in Engineering Day spotlight: Carine Bournez, W3C$0 · EV 0%

    W3C diversity spotlight; no bearing on the arson, leap second vote, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  206. DecideSKIP
    W3C Blog - Introducing group activity pages$0 · EV 0%

    W3C tooling post about group activity pages; unrelated to the research targets. - free public feed reference; no purchase or creator reward.

  207. DecideSKIP
    W3C Blog - Recap of the web & AI international standards seminar: generative UI and WebSkill$0 · EV 0%

    Seminar recap on generative UI; not about the leap second or any other target. - free public feed reference; no purchase or creator reward.

  208. DecideSKIP
    W3C Blog - Crafting WCAG 3 for more accessible user experiences$0 · EV 0%

    WCAG 3 accessibility post; unrelated to all targets. - free public feed reference; no purchase or creator reward.

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

    Baseline monthly digest; no relevance to the news events. - free public feed reference; no purchase or creator reward.

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

    Web platform feature roundup; unrelated to any target. - free public feed reference; no purchase or creator reward.

  211. DecideSKIP
    web.dev - The Baseline Features audit is now available in Lighthouse$0 · EV 0%

    Lighthouse Baseline audit post; no connection to the research targets. - free public feed reference; no purchase or creator reward.

  212. DecideSKIP
    WebKit - WebKit Features for Safari 27.0$0 · EV 0%

    Safari 27.0 feature list; not about the leap second vote, Limoges, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  213. DecideSKIP
    WebKit - Release Notes for Safari Technology Preview 254$0 · EV 0%

    Safari Technology Preview release notes; unrelated to all targets. - free public feed reference; no purchase or creator reward.

  214. DecideSKIP
    WebKit - Release Notes for Safari Technology Preview 252$0 · EV 0%

    Safari Technology Preview release notes; no relevance to the research targets. - free public feed reference; no purchase or creator reward.

  215. DecideSKIP
    WebKit - Release Notes for Safari Technology Preview 253$0 · EV 0%

    Safari Technology Preview release notes; unrelated to the events in question. - free public feed reference; no purchase or creator reward.

  216. DecideSKIP
    WebKit - WebKit Features for Safari 26.6$0 · EV 0%

    Safari 26.6 feature notes; not about any target. - free public feed reference; no purchase or creator reward.

  217. DecideSKIP
    Wikimedia Diff - From Usernames to People: What My First WikiConference India Taught Me$0 · EV 0%

    WikiConference India reflection; unrelated to Limoges, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  218. DecideSKIP
    Wikimedia Diff - Beyond Wikipedia: Training Editors with Wikimedia Nigeria, Rivers Network$0 · EV 0%

    Wikimedia Nigeria editor training post; no bearing on any research target. - free public feed reference; no purchase or creator reward.

  219. DecideSKIP
    Wikimedia Diff - Building Bridges between Bangladesh-China through Wikimedia$0 · EV 0%

    Wikimedia Diff post about Bangladesh-China community work; unrelated to Limoges arson, leap second, or Houthi attacks. - free public feed reference; no purchase or creator reward.

  220. DecideSKIP
    Wikimedia Diff - Bridges Built: EduWiki Hub and ESEAP Hub Strengthen Access to Wikimedia Education$0 · EV 0%

    Wikimedia Diff post about EduWiki/ESEAP education hubs; no connection to any research target. - free public feed reference; no purchase or creator reward.

  221. 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 about HTTP payments; unrelated to all targets. Discovery-only marketplace metadata, not a relevant document. - free public feed reference; no purchase or creator reward.

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

    x402 Foundation executive director appointment; unrelated to Limoges, leap second, or Houthi topics. - free public feed reference; no purchase or creator reward.

  223. DecideSKIP
    Keryx owner release notes — first-party validation — Keryx v0.27.20$0.005 · EV 0%

    Keryx software release notes abstract; no bearing on any research target, and paid toll not justified.

  224. DecideSKIP
    Keryx owner release notes — first-party validation — Keryx v0.27.74$0.005 · EV 0%

    Keryx release notes abstract; unrelated to the news events and not worth the toll.

  225. DecideSKIP
    Keryx Engineering (first-party) — How Keryx pays cited creators$0.002 · EV 0%

    Keryx engineering doc on citation rewards; internal payment mechanics, irrelevant to all targets.

  226. 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
016e907972fbc74ecd043229ecb9ef7f04905b6ee01b0e1f8444e2ac4bae9648

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
SKIP217
CACHE0
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: 2 · Candidate rounds with continuing checks only: 0

CandidateRead roundModel proposedSelected planCheckpointCode resultReason / rule
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800SKIPSKIPselectionSKIPplan-skip
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840SKIPSKIPselectionSKIPplan-skip
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910SKIPSKIPselectionSKIPplan-skip
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930SKIPSKIPselectionSKIPplan-skip
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1030SKIPSKIPselectionSKIPplan-skip
1040SKIPSKIPselectionSKIPplan-skip
1050SKIPSKIPselectionSKIPplan-skip
1060SKIPSKIPselectionSKIPplan-skip
1070SKIPSKIPselectionSKIPplan-skip
1080SKIPSKIPselectionSKIPplan-skip
1090SKIPSKIPselectionSKIPplan-skip
1100SKIPSKIPselectionSKIPplan-skip
1110SKIPSKIPselectionSKIPplan-skip
1120SKIPSKIPselectionSKIPplan-skip
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Run context0——expansionSTOPexpansion

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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.

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