Choose your plan to unlock this app
Every human system has two opposing forces. The signal lives in the tension between them. DSA reads the wiring and tells you exactly what's broken and what to fix.
Every human system β a team, a relationship, a company, a culture β has two opposing forces pushing and pulling against each other. The signal is what happens between them. Not in one side. Not in the other. In the tension.
Think of a speaker. Two terminals. Positive and negative. The sound doesn't come from either terminal β it comes from the push and pull between them. Cut one wire, no sound. Tie them together, no sound. The output only exists in the differential.
DSA reads that differential in any system you describe. It tells you whether the signal is healthy, distorted, or dead β and what to do about it.
dashed = healthy target Β· solid = current signal
Pre-built parameterizations. Select a domain to see how DSA maps it, or use it as a starting point for your own situation.
One terminal gets suppressed. The system goes silent. Think of a company where the CEO makes every decision and employees have zero voice. No oscillation, no signal, just repetition. The system doesn't argue β it echoes.
What it looks like on the ground: Everyone nods in meetings. Nothing new gets proposed. The "culture" is just compliance wearing a smile.
Both terminals get tied together. No differential. The system hums without producing anything. Think of a relationship where both people always agree, never push back. It feels peaceful, but nothing new emerges. The signal is gone.
What it looks like on the ground: "We're on the same page" is the most dangerous sentence in any system. It usually means nobody's thinking differently enough to produce signal.
The oscillation is so extreme that the system can't carry it. The diaphragm tears. Think of a startup where the founders are pulling in opposite directions so hard that the team fractures. This is the most interesting failure β because it's the only one that produces genuinely new signal. Blowing a speaker is how you find out what it couldn't handle.
What it looks like on the ground: Chaos. Breakdown. But also: the moment right before something new gets born.
Multiple polarities swinging the same direction simultaneously. Renaissance moments. 1968. The early internet era. Politics, art, technology, and philosophy all phase-locked.
The catch: Total alignment is a dead zone. When everything agrees, the system loses its differential. Consensus is not clarity β it's silence wearing a confident expression.
One polarity reverses while others hold steady. Counter-culture movements. Political realignments. A conservative era producing revolutionary art. It feels wrong β like the system is fighting itself.
The truth: Phase inversions are how systems recalibrate. Uncomfortable but necessary. Without them, the system locks into a single frequency and loses bandwidth.
Individual psychology aligning with political instability aligning with economic disruption β all hitting the same frequency at the same time. Small inputs produce massive outputs. This is how revolutions happen.
The danger: Uncontrolled resonance. The system can blow. Harmonic stacking without damping is how speakers destroy themselves β and how cultures do too.
Your diagnosis wasn't built from a single pass. It went through a dual-pole recursion:
The two poles deliberately disagree. That friction is where the value is forged. An AI that only talks to itself produces elegant nonsense. An AI challenged by real data produces something you can actually use.
The math underneath. Expand if you want to see the equations that power the readings above.
Terminal pair i: +i (structure), βi (fluidity)
Differential: Ξα΅’ = +i β (βi)
Balance: Ξ²α΅’ = min(+i, βi) / max(+i, βi) β [0, 1]
Ξ²α΅’ = 1 β perfect balance (max differential)
Ξ²α΅’ = 0 β one pole eliminated (collapse)
Sα΅’(t) = Ξ²α΅’ Β· Aα΅’ Β· Ξ£β [gβ Β· sin(2Οfα΅’βt + Οα΅’β)]
Ξ² = balance Β· A = amplitude Β· gβ = harmonic gain Β· f = frequency Β· Ο = phase
Hα΅’(Ο) = 1 / β[(1 β (Ο/Οβ)Β²)Β² + (Ο/(QΟβ))Β²]
Οβ = resonant frequency Β· Q = quality factor
Cα΅’β±Ό = ΞΊα΅’β±Ό Β· cos(Οα΅’ β Οβ±Ό)
Phase alignment: Οα΅’ β Οβ±Ό β constructive
Phase inversion: Οα΅’ β Οβ±Ό + Ο β destructive
|S| = β(Ξ£α΅’ Ξ²α΅’Β² Β· Aα΅’Β² Β· Hα΅’(Ο)Β²)
SNR = |S| / β(Ξ£ noiseΒ²)
Optimal: Ο* = argmax(SNR) s.t. Ξ² > Ξ²_min, |S| < S_max
x'' β ΞΌ(1 β xΒ²)x' + x = 0
Low ΞΌ: gentle oscillation Β· High ΞΌ: relaxation oscillation
Export your diagnosis as a shareable report.
DSA is not a one-time tool. It's a diagnostic ritual. Here's how operators use it:
The best operators don't fix systems. They tune them. DSA gives you the dial labels.
DSA doesn't run on one brain. It runs on a pipeline β each agent doing what it does best:
Every system has a differential. The ones that feel "off" are just the ones where the signal is distorted enough to notice. Try these:
Or just describe the next thing that feels off. DSA reads the wiring.
7-day free trial Β· Cancel anytime Β· Powered by Stripe
Provide your own API key. Your key stays in your browser.
Get a free key →Your API key is stored locally with XOR obfuscation and never sent to our servers.