Writing

Confirmation — webAI YOLO26 MLX Enterprise Track (SENTINEL)

This page republishes a third-party verification letter. It is a typographic transcript of the letter text — not a scan, seal, or letterhead reproduction.

Third-party verification letter (webAI).

09/07/2026

Jayven Peredo
Community Lead, webAI
jayven.peredo@webai.com

This letter confirms that Igor Eduardo Borges is the winner of the YOLO26 MLX Build Challenge 2026, Enterprise Track.

The winning submission is SENTINEL: on-device visual triage on Apple Silicon, with no cloud.

The team included Alexis Armstrong. Borges was the sole engineer.

The award is $1000.

The public announcement was made on May 27, 2026.

The challenge was co-hosted by webAI, HackAI, and AITX + Antler.

The judging panel: Mitch DePree, Fatih Altay, Hossein Moghimifam, and Jay Peredo.

Rubric categories:

  • Use of YOLO26 MLX / On-device execution
  • Demo quality / Shipping completeness
  • Impact / Usefulness
  • Technical execution
  • Creativity / Originality
  • Presentation / Storytelling

Jayven Peredo
Community Lead, webAI

Related public record on this site: SENTINEL. Public demo: youtu.be/c2v5Mdg5fpw.