LAM Framework

Longitudinal Agentic Maturation

Growing agents from conception to symbiosis through earned trust, demonstrated competence, and the courage to say no.

7 Maturity Stages

Stage 0Threshold: 0%

Conception

The agent is instantiated with seed attributes derived from the user onboarding flow. No autonomous capabilities are active. The agent observes and stores initial trait vectors.

Unlocked Capabilities

Seed attributes assignedObservation mode active

Consciousness Level0%

Maturity Calculator

Adjust the six behavioral dimensions and watch the composite maturity score update in real time.

M = 0.25d + 0.20v + 0.20t + 0.15c + 0.10s + 0.10r

0.49Composite Maturity ScoreCurrent Stage: Toddler (S3)

Interaction Depth (d, 25%)0.45

Value Alignment (v, 20%)0.50

Trust Accumulation (t, 20%)0.40

Behavioral Consistency (c, 15%)0.55

Temporal Stability (s, 10%)0.60

Error Recovery (r, 10%)0.50

Begin Your Agent's Journey

Create your digital twin and watch it mature from Conception to Symbiont. Every interaction deepens the bond.