Revolutionizing the Ant Keeping Hobby
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Serving the Ant Knowledge Dataset over MCP
How I turned 765,000 extracted facts and 890 MB of raw paper text into an MCP server any AI agent can query, and the retrieval problems that only showed up once a real agent started using it.

Identification Model v1.1.1 - Minor Update with Benchmark Improvements
A minor update to the AntScout identification model, achieving up to 72.70% validation accuracy and 72.10% AntScout localized accuracy.

Identification Model v1.1.0 - Better Dataset, Better Generalization
How targeted dataset cleanup, FiLM removal, a leaner model head, and sharded training pushed the model to its best out-of-distribution accuracy yet.
Predictingant nuptial flights
Predict the day nuptial flights are most likely to happen two weeks in advance.
View flight monthsReportingant nuptial flights
Report queen ant sightings and get notified about nuptial flights.
View flightsIdentifyingant species from image
Let AntScout identify workers or queens just by uploading an image.
Try identificationManagingyour ant colonies
Track each colony from a single queen to a thriving nest. Log workers and brood, keep notes and photos, and never miss a feeding with reminders.
Explore other colonies




