AI Transparency and Logic Disclosure

How the AI Works (The Logic)

The Cosnap platform utilizes a machine learning algorithm to perform facial matching. The process follows a specific mathematical logic:

• Facial Analysis: The AI detects a human face within an uploaded image.

• Vector Generation: The system analyzes distinct facial landmarks—such as the distance between eyes and the contour of the jaw—to create a unique numerical vector or "embedding."

• Similarity Comparison: The AI compares the numerical vector of your reference image against vectors generated from photos uploaded by event photographers.

• Decision Threshold: If the similarity score between two vectors meets a predefined mathematical threshold, the system concludes a "match" has occurred and delivers the photo to your gallery.

Purpose and Impact of the AI

The primary purpose of this AI is to automate the organization and delivery of digital media. The "significant decision" made by the system is the identification of a user within an image for the purpose of photo delivery. This system is not used for profiling, behavioral advertising, or training third-party machine learning models.

Human Oversight and Accountability

While the matching process is automated, Cosnap LLC maintains human oversight protocols:

• Quality Control: Our technical team performs regular audits to monitor system accuracy and prevent algorithmic bias.

• Right to Appeal: If you believe you have been incorrectly identified, or if the system failed to identify you in a photo where you are present, you have the right to request a human review.

Your Choices

• Opt-Out: You may opt-out of automated facial recognition at any time via your account settings.

• Access to Logic: You have the right to request further information about the logic involved in our automated decision-making by contacting info@cosnap.ai.

Affirmation

By using the Services, you acknowledge that you have been informed of the use of automated decision-making technology and understand the logic and purpose of the AI systems employed by Cosnap LLC.