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Perceptron Mk1

Frontier video reasoning for the physical world

API
Artificial Intelligence
Video
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Hunted byZac ZuoZac Zuo

Perceptron Mk1 brings frontier video and embodied reasoning to production APIs, with temporal grounding, structured visual outputs, 32K multimodal context, and pricing built for high-volume physical-world tasks.

Top comment

Hi everyone!

Perceptron Isaac was their strong open-source series. Mk1 (Mark One) is the closed-source flagship — a production-oriented world-understanding model built for the physical world.

It delivers frontier-level video and embodied reasoning: accurate temporal grounding, multi-view understanding, pixel-precise pointing, reliable counting in dense scenes, and strong structured document extraction.

All while running at a much more practical cost than larger frontier models.

Comment highlights

This is very cool. This currently works over a video. I am wondering if someone can make an almost real time video analysis using this? Maybe have a streaming video captured into smaller videos -> sent -> analysed -> stored in memory and then repeat until the video is going. What kind of videos are harder to process vs easy use cases?

About Perceptron Mk1 on Product Hunt

Frontier video reasoning for the physical world

Perceptron Mk1 was submitted on Product Hunt and earned 26 upvotes and 2 comments, placing #23 on the daily leaderboard. Perceptron Mk1 brings frontier video and embodied reasoning to production APIs, with temporal grounding, structured visual outputs, 32K multimodal context, and pricing built for high-volume physical-world tasks.

Perceptron Mk1 was featured in API (98.2k followers), Artificial Intelligence (469.3k followers) and Video (1.8k followers) on Product Hunt. Together, these topics include over 109.3k products, making this a competitive space to launch in.

Who hunted Perceptron Mk1?

Perceptron Mk1 was hunted by Zac Zuo. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

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