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Research, releases, and notes from Oceanir.

N1: studying ‘Where’ in physical intelligence

N1 is a proposed research model for the ‘Where’ part of physical intelligence. Explore Oceanir’s location experiments and the questions guiding its development.

productOct 31, 20268 min read

Oceanir and updates

A service update on recent availability issues, why sign-in may not be working, and the steps we recommend while remediation is underway.

updateOct 22, 20263 min read

Verify, Manta’s visual matching workflow

Find listing candidates for an interior photo, compare the images, and inspect the visual evidence in Manta Workspace.

companyOct 10, 20264 min read

Introducing Manta

A visual evidence model for work that gets questioned. It establishes where a photograph was taken, resolves it to the street or building, and is bound by the evidence it shows.

companySep 27, 202622 min read

Introducing Ground

Manta's street-level mode. It takes a photograph from a rough region to the specific block, building or address, and says so when the evidence does not reach that far.

companySep 27, 20263 min read

Changes coming to Oceanir

Manta, Orca 1.6, a new analysis experience, and the boundaries we are setting as visual geolocation becomes more capable.

companySep 27, 202611 min read

The path to M1

One visual intelligence model, doing three jobs. What M1 changes, what it does not, and how access will be granted.

companySep 2, 20267 min read

Older posts

Aug 2026

  • 22Safety Guidelines for Geolocation Modelscompany7 min read

Jul 2026

  • 05How a Newsroom Verifies a Photo with Oceanirresearch9 min read

May 2026

  • 28Introducing Desktop: the workflow around the predictionproduct6 min read
  • 26Image Geolocation Workflow: From EXIF to Map Verificationproduct9 min read
  • 24How to Geolocate a Photo Without EXIF Dataproduct7 min read
  • 22Why Privacy Matters in AI Geolocation Toolscompany5 min read

Mar 2026

  • 21Orca, to your favorite cities.product4 min read
  • 20Orca 1.5, a "Large Geospatial Model"product5 min read
  • 05Orca 1.4.1 - A needed update.product5 min read

Feb 2026

  • 28From One Image to Property Searchresearch6 min read

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