From the source
An API built for complex grounding tasks June 10th, 2026 Perceptron Agentic Detection An API built for complex grounding tasks June 10th, 2026 Perceptron Agentic Detection An API built for complex grounding tasks Today we're releasing Perceptron Agentic Detection, a specialized API built on top of our latest model, Perceptron Mk1 ("Mark One").
The Agentic Detection API enables precise localization of anything you can describe in natural language, with no fine-tuning required.
Mk1 already delivers step-change gains in visual understanding and embodied reasoning.
Perceptron Agentic Detection takes those further, wrapping the model in an agentic harness that coordinates multiple Mk1 calls to resolve complex detection tasks.
What is Agentic Detection?
Traditional detectors are brittle.
They’re built by fine-tuning a specialized model, which forces a fixed set of detection classes, or hand-engineering the perfect detection prompt.
Agentic Detection addresses this.
With our Agentic Detection API, you can describe what you want in plain language, not only long-tail object classes, but also open-vocabulary labels and detections that require physical reasoning.
…
