Lightcap models and the public evidence they work with

Lightcap Small handles fast everyday work; Lightcap Medium takes the deeper reasoning path. Both operate inside the same source-reading, execution, and evidence-settlement system.

Available models

  1. Lightcap Small

    Fast — Fast everyday builds, code, and answers.

    A focused local workflow for everyday building, coding and research. Both effort modes use the same local model.

    Strengths: Fast, Everyday builds, Low latency, Runs & verifies.

  2. Lightcap Medium

    Deep — Deeper reasoning for hard, multi-file work.

    An extended local workflow with additional verification for complex work. Both effort modes use the same local model.

    Strengths: Deep reasoning, Hard problems, Large builds, Correctness.

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

  1. Venezuela's opposition leader returns after 10 months in exile

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

    Venezuela's opposition leader María Corina Machado returned to the country after 10 months in exile. She was greeted by thousands of supporters as she made her way to Caracas. Machado, who was prevented from challenging President Nicolás Maduro in the 2024 election, has been out of the country for 10 months.

  2. Serbian student movement ousts Vučić in landmark election

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

    Serbian student-led protests have ousted long-serving leader Aleksandar Vučić in a historic parliamentary election. The Students' List, backed by the protest coalition, is projected to secure between 135 and 140 seats, marking a significant shift in Serbia's political landscape. The election results are seen as a turning point, potentially distancing the Balkan country from Russia and Vladimir Putin.

  3. Lula's Narrow Win in Brazil Signals Shift in Latin American Politics

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

    Brazil's left-wing President Luiz Inácio Lula da Silva secured a fourth term after a narrow victory over right-wing senator Flávio Bolsonaro, marking a significant shift in Latin American politics. With 100% of votes counted, Lula's win defied polls and global anti-incumbent sentiment, signaling a potential shift away from right-wing dominance in the region.

  4. Vucic Concedes Defeat to Student Movement in Serbia Elections

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

    Serbian President Aleksandar Vucic conceded defeat to a student-led protest movement in snap parliamentary elections, marking a historic shift in the country's political landscape. The Students' List, backed by the protest coalition, is projected to take between 135 and 140 seats in Parliament, while Vucic's Serbian Progressive Party will have 105 seats. The election saw Serbia's highest voter turnout since the dissolution of Yugoslavia.

  5. Machado Returns to Venezuela as Democracy Doubts Grow

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

    Venezuela's opposition leader Maria Corina Machado returns to Caracas, challenging acting President Delcy Rodriguez's authority and complicating U.S. strategy for post-Maduro Venezuela. Her return signals a potential shift in the political landscape and raises questions about the future of democracy in the country.

  6. Lula Wins Fourth Term as Brazil Votes on Democracy and Sovereignty

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

    Brazil’s President Luiz Inácio Lula da Silva has secured a fourth term with 51.75% of the vote, defeating Flávio Bolsonaro in a closely contested election. The result marks a pivotal moment for Brazil’s democracy and sovereignty, as Lula’s victory underscores a shift toward left-wing leadership in the region.

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: 32,982 papers/month; -5.7% month-to-date daily pace versus the prior month; month to date; observed through 2026-10; 0 days old at retrieval. arXiv submission statistics
  • Brent crude oil: 115.22 USD/bbl; +0.9% versus the prior month average; month to date; observed through 2026-10-20; 6 days old at retrieval. U.S. EIA via FRED
  • Euro in US dollars: 1.1231 USD; -2.4% versus the prior month average; month to date; observed through 2026-10-16; 10 days old at retrieval; delayed upstream. Federal Reserve H.10 via FRED
  • Bitcoin in US dollars: 79,914 USD; -0.7% versus the prior month average; month to date; observed through 2026-10-25; 1 days old at retrieval. Coinbase via FRED
  • Nasdaq Composite index: 25,955 index; -2.2% versus the prior month average; month to date; observed through 2026-10-23; 3 days old at retrieval. Nasdaq via FRED

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 312 resolved places and 3047 of 9641 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: 65 distinct ingested event clusters, 84 resolved mentions; last observed .
  • Riyadh, Ar Riyad, Saudi Arabia: 40 distinct ingested event clusters, 62 resolved mentions; last observed .
  • Hail, Ha'il, Saudi Arabia: 39 distinct ingested event clusters, 49 resolved mentions; last observed .
  • Al Khalil, Palestine: 32 distinct ingested event clusters, 56 resolved mentions; last observed .
  • Nashville, Tennessee, United States of America: 30 distinct ingested event clusters, 34 resolved mentions; last observed .
  • Tel Aviv, Tel Aviv, Israel: 29 distinct ingested event clusters, 40 resolved mentions; last observed .
  • Madrid, Comunidad de Madrid, Spain: 28 distinct ingested event clusters, 46 resolved mentions; last observed .
  • New York, New York, United States of America: 27 distinct ingested event clusters, 32 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): 312 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): 9641 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): 8357 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): 14979 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

Lightcap