Mnemonic Attendance Dashboard (Prototype)

Relational presence scored via mnemonic physics: A = (E × s) / c² — where E is Energy, s is Symbolic Coherence (meaning), and c is Connection (trust) squared.

UI/demo data are public; computation weights & mappings are private. Replace demo feeds with real connectors in a secure build.

v0.1 Demo Mode

View Mode

Learner View — reflective & strengths-first

Toggle for external compliance framing (LA View) vs. learner-centered framing.

Demo Actions

Relational Equation

A = (E × s) / c²
0.60
0.55
0.80

Attendance Resonance

Derived in-browser for demo

A score

0.52

Confidence

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Band

—

LowModerateHigh

Learner View: Your presence is more than minutes. Short, meaningful touchpoints in trusted spaces count. Celebrate where you “lit up,” and pick one tiny next step.

Compliance helper (LA View) aligns language to Section 7 (suitable, efficient, full-time) by evidencing meaningful participation and relational support.

This Week — Symbolic Activity Timeline (demo)

Hover for details • darker = higher symbolic charge

Privacy & IP: This demo computes scores client-side for transparency. In production, inputs (E, s, c) would be mapped from platform signals by a private engine and audited via human-in-the-loop review.