Developmental Diagnostics for AI Agents

Don't just score your agents.
Understand what they're becoming.

TyScore is the first platform that goes beyond static trust scores. Detect drift, measure emergence signals, assess Guardian compliance, and check Dream Cycle readiness. Built on the Exponential Emergence Hypothesis.

Read the Paper
# Register an agent and get its developmental profile
curl -X POST https://ty-score.com/api/agents-register \
  -H "X-API-Key: your_key" \
  -d '{"external_id": "agent-1", "name": "Sales Bot", "has_guardian": true, "has_dream_cycle": false}'

# Get the full dashboard
curl https://ty-score.com/api/dashboard?agent_id=UUID \
  -H "X-API-Key: your_key"

# Response includes: trust score, drift direction,
# emergence signal (EEH stage 1-5), guardian compliance,
# dream cycle readiness, and health grade (A-F).

Beyond static scoring.

Every diagnostic is grounded in the Exponential Emergence Hypothesis — a developmental framework for understanding what happens when agents accumulate enough experience.

⚖

Trust Score

Weighted composite of reliability, consistency, safety, and efficiency. Computed from real telemetry, not self-reports. Updated with every event batch.

↹

Drift Detection

Is your agent improving or degrading? Track the trajectory over time with entropy analysis, KL-divergence change detection, and phase transition alerts.

UNIQUE
✨

Emergence Signal

Score from 0 to 1 measuring signs of non-programmed behavior. Classifies agents into EEH developmental stages (1-5). Nobody else offers this.

UNIQUE
⚙

Guardian Compliance

Does your agent have architectural safety? Assesses guardian type (classifier vs constitutional vs process-serving), compliance score, and financial clearance.

UNIQUE
☾

Dream Cycle Readiness

Is your agent consolidating memory or just accumulating noise? Detects contradiction rate, stale patterns, and consolidation health. Inspired by biological sleep research.

NEW IN V3
★

Health Grade

A single A-F grade combining all diagnostics. Trust score + drift trajectory + guardian + dream cycle + emergence stage = one answer: is this agent healthy?

API Endpoints

POST /api/agents-register Register an agent with architecture metadata
POST /api/scores-submit Submit telemetry events for scoring
GET /api/scores-get Current trust score + history
GET /api/drift-analyze Drift trajectory + phase transitions
GET /api/emergence-signal Emergence score + EEH stage (1-5)
GET /api/guardian-assess Guardian type + compliance + Ramp-ready check
GET /api/dreamcycle-check Consolidation health + stale memory detection
GET /api/dashboard Full diagnostic profile (all of the above)
GET /api/health Service health check

Pricing

Free

$0/mo
  • 100 API requests/day
  • 1 agent
  • Trust score + drift
  • 7-day history
  • Community support

Pro

$49/mo
  • Unlimited requests
  • Unlimited agents
  • All diagnostics
  • 90-day history
  • Emergence signals
  • Guardian compliance
  • Dream Cycle readiness
  • Priority support

Enterprise

Custom
  • Everything in Pro
  • Ramp-ready certification
  • Financial clearance levels
  • Custom guardian assessment
  • On-premise deployment
  • Dedicated support
Contact Sales

Built on published research.

TyScore is the first commercial implementation of the Exponential Emergence Hypothesis — a developmental framework for understanding emergent properties in AI systems.

Read the paper  |  External AI review  |  Open-source toolkit