AskMAE™ Perspective

A founder’s blog on AI, human potential, and the conversations worth having.

Behavioral Systems  •  Architecture Overview

What is the DIRL™ Framework

By Kristen Pflibsen  •  May 14, 2026

The DIRL™ (Dreaming In Real Life™) framework is a proprietary behavioral science system used to build human-centric AI software, hardware, robotics, and XR devices. This system translates advanced behavioral psychology principles into machine-readable logic, enabling AI engines to adapt dynamically to the psychological and emotional states of human users in real time.

Within the AskMAE.ai™ ecosystem, the DIRL™ framework is the second example operating system, showing the same architecture running a behavioral coaching program. By combining this behavioral framework with the core AI Operating System, the platform builds software capable of assisting neurodivergent individuals, managing high-stress crises, and supporting human health needs with deep situational awareness.


Key Engineering Functions of DIRL™ Integration

  • Behavioral Alignment: Keeps machine interactions supportive, ethical, and tailored to individual human profiles.
  • Sensory Integration Adjustment: Controls connected hardware and immersive technology systems safely for users with sensory sensitivities.
  • Real-Time Crisis Stabilization: Deploys structured, evidence-based coping protocols instantly when the system flags elevated user stress levels.

Behavioral science written into software can meet a person where they are, at the moment they need it.

If something here resonates — or if you disagree — reach out. These are exactly the discussions we embrace as worth having.


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Kristen Pflibsen

Kristen Pflibsen

Founding President & CEO, Automation Systems Architect | AskMAE.ai™

Kristen Pflibsen is the Founding President & CEO, Automation Systems Architect, and sole inventor of AskMAE.ai™ — a Full-Spectrum AI Operating System built from 27 years of original intellectual property spanning behavioral coaching and mental wellness, marketing systems, and systems architecture. She writes MAE™ Perspective to address the conversations she encounters in research, investor discussions, and industry dialogue. These are informed perspectives from someone who builds inside this technology every day — and who believes in the potential of human-AI partnerships.

© AskMAE ai LLC, doing business as AskMAE.ai™. All rights reserved. Town Center, Virginia Beach 23462 USA AI Software Developer. Confidentiality Notice: The information contained herein includes patent-pending proprietary intellectual property of AskMAE ai LLC, doing business as AskMAE.ai™. Reproduction, distribution, or disclosure of this document or its contents to any third party without the express written consent of AskMAE ai LLC is strictly prohibited.