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How It Works

Interaction Metadata Analysis​

As you interact with A2, it collects various metadata to monitor your neuroperformance in real-time.

Here’s an example of the raw data collected:

{
  "session_id": "671b49af-8182-4887-bb37-63e461150f91",
  "user_id": "demo_user",
  "startunixtime": 1695066840.477,
  "press_times": [...],
  "release_times": [...],
  "key_types": [...],
  "key_areas": [...],
  
  ...

  "appContext": "https://demo.area2-ai.com/"
}

Neuroperformance Metrics​

The metadata is processed to generate a set of neuroperformance metrics, assessing motor, cognitive, and behavioral functions such as cognitive load, attention span, and motor coordination. These metrics enable A2 to adapt to your real-time needs.

Here’s a sample neuroprofile:

{
  "user_id": "demo_user",
  "timestamp": "2024-09-18 21:54",
  "session_id": "671b49af-8182-4887-bb37-63e461150f91",
  "recommended_interaction_time": "Afternoon",
  "neuroperformance_profile": {
    "motor_skills": {},
    "emotional_behavioral": {},
    "cognitive_skills": {}
  },
  "daily_peak_performance": {
    "n_sessions": 274
  },
  "current_state": {
    "stress_level": 0.35786670446395874,
    "motor": 0.6927801253371393,
    "fatigue_level": 0.303433358669281,
    "cognitive": 0.6308421777902399,
    "behavioral": 0.4941535298843731
  },
  "brain_battery_trends": {
    "weekly": {},
    "seasonal": {},
    "daily": {}
  },
  "avg_motor": 0.6362715901809544,
  "avg_cognitive": 0.6026404522043137,
  "avg_behavioral": 0.4774098424118637
}

Adaptive Responses​

The A2 uses these neuroperformance metrics to adapt its responses dynamically, ensuring a personalized, real-time experience. Here’s how it works:

  • Contextual Understanding: Our system continuously evaluates your motor, cognitive, and emotional state to adjust its responses.
  • Dynamic Adaptation: It modifies the complexity, tone, and delivery speed of information to suit your current state.
  • Select Your LLM: You can choose the foundational model that best fits your needs. Currently, GPT-4 is supported, with beta access to Llama, Perplexity, Claude, and Gemini.

Real-Time Dashboard​

  • Live Metrics Display: Access a real-time dashboard that updates your neuroperformance metrics as you interact with A2.
  • Insights and Trends: Track patterns in your neuroperformance and see how A2 adapts to your state over time, giving you insights into how your interactions evolve.

Explore Key Features »