{
  "arch": "fsi_echo",
  "vocab_size": 4096,
  "d_model": 192,
  "n_swarm_layers": 3,
  "n_assembly_layers": 3,
  "n_nanobots": 512,
  "max_seq_len": 2048,
  "total_params": 2621578,
  "description": "FSI_ECHO - Morphing Code Swarm. Novel architecture with context-adaptive embeddings, nanobot swarm with dual-mode processing, assembly blocks, and self-verification.",
  "features": [
    "Morph Embedding: token embeddings transform based on context",
    "Nanobot Swarm: 512 nanobots with scout/combat dual-mode routing",
    "Assembly Blocks: coordinated multi-head attention with adaptive gating",
    "Self-Verification: per-token confidence prediction",
    "Closed-Loop Debug: iterative code generation and verification"
  ],
  "novelty": "Inspiration from movie Transformers (morphing/reconfiguring) and nanobot swarm intelligence. Entirely original design — not a copy of any existing architecture."
}