LiveClassroomliveclassroom
Feature Specs

The pieces needed for live AI teaching.

LiveClassroom combines voice dialogue, guided visual reasoning, persistent learner memory, and measurable comprehension checks.

01 // INTERFACE

The Live Runtime

How the AI tutor interacts with learners using natural speech and dynamic drawing canvas layers.

SYSTEM_MODE // INTERACTIVE_DIALOGUE

Dialogue Voice Agent

Run natural, dialogue-driven live teaching sessions where the agent explains complex concepts, asks custom follow-up questions, and listens to the learner's replies.

mic_signal: tracking_active
OUTPUT_SURFACE // DYNAMIC_SVG

Interactive Canvas Control

The agent isn't stuck in a text bubble. It actively renders markdown equations, draws tangent lines, charts vector flows, and alters visuals in real time.

canvas_feedrendering
f(x) = ∫(3x² + sin x) dx
02 // REASONING

Guided Visual Reasoning

How LiveClassroom teaches by controlling the canvas at the same time it explains the concept.

CANVAS_GUIDANCE // VISUAL_REASONING

Guided Visual Reasoning

LiveClassroom does not just talk through concepts. It shows the right visual first, updates it step by step, and asks the learner to reason from what they see.

visual: prediction lineshown
prompt: what changed?queued
COGNITIVE_MEMORY // PERSISTENT_CONTEXT

Persistent Memory Layer

Every user has a persistent, local memory graph that accumulates context across sessions. The system remembers historical confusion spots, past queries, and conceptual feedback to dynamically adjust future interactions.

profile: user_042online
retrieved_context: L2_Loss_Formula✓ active
historical_confusion: Derivative_Chain_Ruleremembered
03 // CONTROL

Verification & Analytics

How instructors orchestrate learning routes, monitor comprehension metrics, and audit enterprise deployments.

VERBAL_VERIFICATION // REPEAT_UNDERSTANDING

Progressive Learning Flows

A deliberate, step-by-step methodology. The AI explains a single objective, checks verbal understanding, resolves doubts, and moves on only when mastered.

Obj_01Verbal CheckObj_02
ENGAGEMENT_METRIC // VERBAL_RATIO

Comprehension Analytics

Go beyond passive video watch counts. Record absolute verbal engagement rates, precise concept confusion zones, module completion ratios, and checkpoint grades.

verbal_engagement_rate92%
CONTROL_WORKSPACE // MULTI_TENANT

Consolidated Admin Surface

Create, preview, test, publish, and audit training sessions and user engagement from one beautiful workspace designed for absolute visibility.

deployments14 active
audited_sessions1,028 logs