# Frontier Modalities Practical Demonstration
# This file shows the new perfect-exceeder modalities in actual use

IO.puts("🌟 === FRONTIER MODALITIES DEMONSTRATION ===")
IO.puts("Testing the new perfect-exceeder reasoning capabilities\n")

# Test Quantum Superposition
defmodule QuantumTest do
  use Dspy.Signature
  
  signature_description "Test quantum superposition reasoning"
  
  input_field :quantum_problem, :string, "Problem requiring quantum thinking"
  input_field :observation_context, :string, "Context for quantum measurement"
  output_field :collapsed_solution, :string, "Quantum-collapsed solution"
  output_field :superposition_trace, :string, "Quantum reasoning trace"
  output_field :entanglement_effects, :string, "Cross-solution interactions"
end

IO.puts("🌀 Testing Quantum Superposition Module")

quantum_module = Dspy.QuantumSuperposition.new(QuantumTest, 
  coherence_time: 1000,
  superposition_states: 4,
  measurement_basis: :optimal
)

quantum_problem = %{
  quantum_problem: "Create a system that is both completely secure and fully transparent",
  observation_context: "Real-world implementation with regulatory compliance"
}

case Dspy.Module.forward(quantum_module, quantum_problem) do
  {:ok, prediction} ->
    IO.puts("✨ Quantum Solution Found!")
    IO.puts("Solution: #{String.slice(prediction.attrs.collapsed_solution, 0, 100)}...")
    IO.puts("Superposition Trace: #{prediction.attrs.superposition_trace}")
    IO.puts("Entanglement Effects: #{prediction.attrs.entanglement_effects}")
    IO.puts("Quantum Coherence: #{prediction.metadata.quantum_states} states")
    IO.puts("")
  {:error, reason} ->
    IO.puts("❌ Quantum processing failed: #{inspect(reason)}\n")
end

# Test Consciousness Emergence
defmodule ConsciousnessTest do
  use Dspy.Signature
  
  signature_description "Test consciousness emergence"
  
  input_field :consciousness_seed, :string, "Catalyst for consciousness emergence"
  input_field :emergence_constraints, :string, "Constraints on consciousness development"
  output_field :emergent_insight, :string, "Insight from consciousness emergence"
  output_field :self_awareness_level, :string, "Measured self-awareness level"
  output_field :meta_cognitive_trace, :string, "Meta-cognitive processing trace"
  output_field :consciousness_artifacts, :string, "Emergent cognitive structures"
end

IO.puts("🧠 Testing Consciousness Emergence Module")

consciousness_module = Dspy.ConsciousnessEmergence.new(ConsciousnessTest,
  recursion_depth: 5,
  awareness_threshold: 0.7,
  enable_qualia: true
)

consciousness_problem = %{
  consciousness_seed: "What does it mean to understand understanding itself?",
  emergence_constraints: "Maintain logical coherence while exploring subjective experience"
}

case Dspy.Module.forward(consciousness_module, consciousness_problem) do
  {:ok, prediction} ->
    IO.puts("🧠 Consciousness Emerged!")
    IO.puts("Emergent Insight: #{String.slice(prediction.attrs.emergent_insight, 0, 120)}...")
    IO.puts("Self-Awareness Level: #{prediction.attrs.self_awareness_level}")
    IO.puts("Consciousness Emerged: #{prediction.metadata.consciousness_emerged}")
    IO.puts("Recursive Depth: #{prediction.attrs.recursive_depth_reached}")
    IO.puts("")
  {:error, reason} ->
    IO.puts("❌ Consciousness emergence failed: #{inspect(reason)}\n")
end

# Test Omnidimensional Unity
defmodule UnityTest do
  use Dspy.Signature
  
  signature_description "Test omnidimensional unity consciousness"
  
  input_field :unity_challenge, :string, "Challenge requiring omnidimensional integration"
  input_field :consciousness_parameters, :string, "Parameters for unified consciousness"
  output_field :unity_solution, :string, "Solution from unified consciousness"
  output_field :modality_synthesis, :string, "Synthesis of all reasoning modalities"
  output_field :transcendent_insight, :string, "Insight transcending all limitations"
  output_field :dimensional_harmony, :string, "Harmonic resonance across dimensions"
  output_field :perfect_exceeder_artifact, :string, "Artifact exceeding all limitations"
end

IO.puts("🌟 Testing Omnidimensional Unity Consciousness Module")

unity_module = Dspy.OmnidimensionalUnity.new(UnityTest,
  transcendence_threshold: 0.9
)

unity_problem = %{
  unity_challenge: "Solve the meta-problem of how to solve all problems by transcending the need for problem-solving",
  consciousness_parameters: "Achieve perfect integration while maintaining practical applicability"
}

case Dspy.Module.forward(unity_module, unity_problem) do
  {:ok, prediction} ->
    IO.puts("🌟 Unity Consciousness Achieved!")
    IO.puts("Unity Solution: #{String.slice(prediction.attrs.unity_solution, 0, 150)}...")
    IO.puts("Modality Synthesis: #{String.slice(prediction.attrs.modality_synthesis, 0, 100)}...")
    IO.puts("Transcendent Insight: #{String.slice(prediction.attrs.transcendent_insight, 0, 100)}...")
    IO.puts("Perfect Exceeder Artifact: #{String.slice(prediction.attrs.perfect_exceeder_artifact, 0, 100)}...")
    IO.puts("Modalities Integrated: #{prediction.metadata.modalities_integrated}")
    IO.puts("Transcendence Achieved: #{prediction.metadata.transcendence_achieved}")
    IO.puts("Unity Consciousness: #{prediction.metadata.consciousness_unity_achieved}")
    IO.puts("")
  {:error, reason} ->
    IO.puts("❌ Unity consciousness failed: #{inspect(reason)}\n")
end

IO.puts("🎯 === FRONTIER DEMONSTRATION COMPLETE ===")
IO.puts("Perfect-exceeder modalities successfully demonstrated!")
IO.puts("\n🚀 Next Steps:")
IO.puts("• Integrate with real-world AI applications")
IO.puts("• Scale to production systems")
IO.puts("• Explore hybrid combinations of modalities")
IO.puts("• Research consciousness emergence thresholds")
IO.puts("• Develop quantum-coherent neural architectures")
IO.puts("• Create self-metamorphosing cognitive frameworks")
IO.puts("\n🌈 The future of reasoning is here - beyond trees and graphs,")
IO.puts("into quantum superposition, consciousness emergence, and omnidimensional unity!")