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Lightcap is an AI research assistant for web and document research. It reads source pages, compares perspectives, and marks what is known, inferred, or still uncertain. No sign-up to try.

Latest filed signals

A scheduled scan and a published card are different events. A quiet scan may publish nothing; an older card is not presented as proof that the latest scan succeeded.

Scheduled scan cadence
1 hour
Last scan attempt
Last completed scan
Last card published
Latest scan outcome
published degraded
  1. Trump's envoy meets Putin as Ukraine seeks trilateral peace talks

    1h scan; card published ; 3 publisher pages; upstream origin unresolved 1–3.

    U.S. envoy Steve Witkoff met with Russian President Vladimir Putin in St. Petersburg, part of efforts to resume trilateral peace talks with Ukraine. The meeting follows Trump's recent waiver of sanctions and comes as Russia continues its escalation in the Ukraine war.

  2. U.S. Diplomats Withdraw from Saudi Arabia Amid Houthi Attacks

    1h scan; card published ; 3 publisher pages; upstream origin unresolved 1–3.

    U.S. diplomats and their families are being ordered to leave Saudi Arabia as the kingdom faces escalating attacks by Yemen's Houthis. Brent crude futures rose $1.29 to $110.11 per barrel, reflecting heightened regional tensions.

  3. Pope Leo's Lung Cancer Surgery Confirmed No Further Treatment Needed

    1h scan; card published ; 3 publisher pages; upstream origin unresolved 1–3.

    Pope Leo XIV's lung cancer surgery confirmed no further treatment is needed, with doctors stating the cancer remains localized. The 71-year-old pontiff underwent surgery on October 13, removing a cancerous nodule from his right lung.

  4. Putin agrees to trilateral peace talks with Ukraine and US

    1h scan; card published ; 3 publisher pages; upstream origin unresolved 1–3.

    Russian President Vladimir Putin has agreed to resume trilateral peace talks with Ukraine and the United States, aiming to end the war in Ukraine. The talks are set to take place next month and focus on building a security system for both countries after the conflict ends.

  5. Pope Leo's Lung Cancer Surgery Confirmed No Further Treatment Needed

    1h scan; card published ; 3 publisher pages; approximately 2 origin clusters inferred from measured full-text reuse.

    Pope Leo's lung cancer surgery confirmed no further treatment is needed, with doctors stating the cancer was localized. The 71-year-old underwent surgery to remove a lung nodule, confirming adenocarcinoma, the most common type of lung cancer. The procedure, which took place last week, was the first major health event of his 17-month pontificate.

  6. New Mexico judge orders Meta to pay $25B in Cambridge Analytica case

    1h scan; card published ; 3 publisher pages; upstream origin unresolved 1–3.

    New Mexico Judge Orders $25B Fine for Meta Over Privacy Violations. A New Mexico judge has ordered Meta to pay $25 billion in fines for misleading users over the Cambridge Analytica breach, which took place during Donald Trump's first presidential campaign. The ruling comes after a jury found Meta responsible for over 43 million violations of New Mexico's consumer protection laws.

Publisher breadth is not editorial independence. Unknown upstream origins are never counted as independent reporting. Open a filed signal to inspect the pages read and its origin test.

Market and research snapshot

Published source series on a monthly basis. Percentage windows are named; current-month values are marked month to date; nothing is interpolated. Snapshot retrieved .

  • New papers submitted to arXiv: 30,136 papers/month; +1.8% month-to-date daily pace versus the prior month; month to date; observed through 2026-10; 0 days old at retrieval. arXiv submission statistics

News-triggered public data atlas

Exact article spans resolve against a versioned public gazetteer before bounded public-data enrichment runs. The current public store contains 298 resolved places and 2848 of 9123 mentions matched to their own coordinates; unresolved names are not moved to a capital.

Heat counts distinct ingested news-event clusters. Grey means no ingested observation, not that nothing exists. A zero is a measured zero. Semantic place confidence is an unvalidated rubric, not a probability.

Places in the current public interval

  • Kyiv, Kiev, Ukraine: 55 distinct ingested event clusters, 69 resolved mentions; last observed .
  • New York, New York, United States of America: 38 distinct ingested event clusters, 43 resolved mentions; last observed .
  • Riyadh, Ar Riyad, Saudi Arabia: 36 distinct ingested event clusters, 56 resolved mentions; last observed .
  • Hail, Ha'il, Saudi Arabia: 33 distinct ingested event clusters, 41 resolved mentions; last observed .
  • Nashville, Tennessee, United States of America: 30 distinct ingested event clusters, 34 resolved mentions; last observed .
  • Madrid, Comunidad de Madrid, Spain: 28 distinct ingested event clusters, 46 resolved mentions; last observed .
  • Tel Aviv, Tel Aviv, Israel: 27 distinct ingested event clusters, 36 resolved mentions; last observed .
  • Paris, Île-de-France, France: 25 distinct ingested event clusters, 31 resolved mentions; last observed .

Data behind the map

  • Energy infrastructure maps (U.S. Energy Information Administration): 0 public rows. This source is registered, but its event-triggered layers are not yet present in the public atlas database. No record must not be read as no infrastructure. Awaiting event-triggered intake. Primary dataset source
  • News-resolved places (Natural Earth 10m) (Natural Earth): 298 public rows. Only places resolved from ingested news appear in this table. The bounded gazetteer can omit smaller settlements; absence is not evidence that a place does not exist. Last ingested . Primary dataset source · Download the ingested table
  • News place activity (Lightcap): 9123 public rows. Distinct ingested news-event clusters, not all events in the world. Missing is shown as no ingested observation. Last ingested . Primary dataset source · Download the ingested table
  • World Port Index (National Geospatial-Intelligence Agency): 0 public rows. Public port characteristics. This source is registered for event-triggered ingestion but is not yet present in the public atlas database. Awaiting event-triggered intake. Primary dataset source
  • Public ports & major pipelines (OpenStreetMap contributors): 8353 public rows. A bounded 80 km event-triggered query for mapped ports and major oil/gas pipelines. OpenStreetMap is contributor-maintained and incomplete; no record is not evidence of no infrastructure. Last ingested . Primary dataset source · Download the ingested table
  • Mineral Resources Data System (U.S. Geological Survey): 14612 public rows. Worldwide coverage is incomplete and historical development-status fields may be stale. Geological occurrence records are not reserve estimates. Last ingested . Primary dataset source · Download the ingested table

Open the interactive atlas · Read the measurement methodology · Download public place activity

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