Responsible AI Usage

AP Safety Alert · Last updated May 2026

AP Safety Alert is an AI-powered situational awareness and repeat-presence detection platform built for personal safety. We are committed to deploying AI responsibly, ethically, and in full compliance with applicable laws. This document outlines our principles and the boundaries of responsible use.

Our AI Principles

Safety-first design

Every AI decision is designed to protect the user, not enable harm to others. Detection outputs are advisory — not authoritative. Human judgment is always required before taking action.

Transparency

We clearly communicate what our AI detects (people, vehicles, animals), what it does not detect (shadows, weather, non-living objects), and how confidence scores work.

Bias awareness

We actively test our models for demographic bias and are committed to continuous improvement. No AI system is perfect, and we encourage users to treat alerts as indicators, not verdicts.

What Our AI Is Designed To Do

  • Detect repeated appearances of known or unknown individuals in your personal environment
  • Recognize vehicles and animals you have registered for pattern awareness
  • Classify behavioral patterns (normal, loitering, stationary watch, active pursuit)
  • Alert you to potential safety concerns based on repeat-presence patterns
  • Provide situational intelligence to help you make informed safety decisions

What Our AI Must Not Be Used For

  • Monitoring individuals without their knowledge in jurisdictions where this is unlawful
  • Targeting individuals based on protected characteristics (race, religion, gender, etc.)
  • Law enforcement or investigative activities without proper legal authority
  • Stalking, harassment, or intimidation of any person
  • Commercial surveillance of employees or customers without proper disclosure
  • Any activity that violates local, state, or federal privacy laws

AI Limitations & Disclaimers

Our AI provides probability-based pattern recognition, not definitive identification. Confidence scores represent the AI's likelihood estimate — not a guaranteed match. False positives and false negatives are possible.

Always apply human judgment before taking any action based on an alert. If you believe you are in immediate danger, contact law enforcement — do not rely solely on this application.

Detection accuracy is affected by lighting, camera angle, image quality, and environmental conditions. AP Safety Alert is a supplementary awareness tool, not a replacement for professional security services.

Reporting AI Concerns

If you believe our AI is behaving in a biased, harmful, or unexpected way, please report it to charlesbellcg@gmail.com. We investigate all reports seriously.