See the Baseline: Situational Awareness Skills That Separates Awareness from Guesswork
- William DeMuth

- 2 days ago
- 3 min read
Before you can spot a threat, you must first understand what "normal" looks like, and most people have never been taught how.
In any environment a city street, a shopping mall, a crowded train platform the untrained eye sees chaos. People, movement, noise. But the trained eye sees something different: a pattern. And the moment that pattern breaks, an alarm goes off.
That is the essence of establishing a baseline. It is one of the most fundamental and transferable skills in situational awareness, and it costs nothing to learn.

"Normal is your reference point. Without it, you're guessing." Clint Emerson, retired Navy SEAL
The Concept
What Is a Baseline?
A baseline is simply the "normal" state of any given environment. It is what that place looks and feels like when nothing is wrong. People moving naturally. Behavior that matches the setting. An expected level of energy, tension, and movement.
The goal is not to memorize a checklist. It is to absorb the ambient reality of a place quickly enough that anything deviating from it registers as a signal, not just background noise.
Baseline (Normal)
People moving naturally
Typical, expected behavior
Environment feels as expected
No tension or urgency
Anomaly (Not Normal)
Someone who seems out of place
Behavior mismatched to setting
Forced movement or hesitation
Attention directed where it shouldn't be
The Method
You're Not Looking for Threats. You're Looking for What Doesn't Fit
This is the key reframe that makes baseline awareness so powerful and so accessible. Traditional threat-scanning is exhausting and imprecise. You're essentially searching for a needle in a haystack while describing the needle from memory. It leads to bias, fatigue, and false positives.
But scanning for anomalies, for things that simply don't fit, leverages a cognitive system that already exists in your brain. Human pattern recognition is extraordinarily good. We notice when something is off even before we can articulate why. The skill here is learning to trust and act on that signal rather than dismiss it.
The Rule
You don't look for threats. You look for what doesn't fit. Threats reveal themselves through deviation: the person whose behavior, clothing, pace, or attention breaks from the environment around them.
The Practice
Baseline First. Then Find the Problem.
The sequence matters. Most people react to a sense of unease without ever having established what "ease" looked like in the first place. That means they have no reference, no objective standard against which to measure what they're seeing.
The trained approach begins the moment you enter any environment: observe, absorb, and establish the baseline before you do anything else. What's the general pace of movement? What's the ambient noise level? What are people focused on? What's the expected dress, posture, and body language for this context?
Once you have that baseline anchored, anomalies announce themselves. You don't need to hunt for them.
The Takeaway
If It Doesn't Fit, Pay Attention
This skill doesn't require special training or tactical experience to begin applying today. It requires only deliberate attention and the discipline to observe before you react. In low-threat environments, that practice is free. In high-threat situations, it can be decisive.
Normal is your most powerful tool. Know it. Guard it. And when something deviates from it, pay attention.

About The Author
William DeMuth, Director of Training
William DeMuth is a recognized authority in violence dynamics and personal safety, with more than three decades of applied research and evidence-based instruction. He is the Co-architect of the ConflictIQ™ program a comprehensive, layered curriculum grounded in behavioral science and designed for real-world conflict resolution. DeMuth holds advanced certifications across multiple disciplines and has studied under some of the field's most distinguished practitioners, including Lt. Col. Dave Grossman and Craig Douglas of ShivWorks. His academic foundation includes studies in Strategic Management at The Wharton School, University of Pennsylvania.
His training reaches a diverse professional population civilians, law enforcement agencies, healthcare institutions, and corporate organizations with a curriculum encompassing behavioral analysis, situational awareness, de-escalation methodology, and applied physical skills.






