fractal.json / interpretability-fractal.json
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{
"$fractal": {
"version": "1.0.0",
"root_pattern": "interpretability_trace",
"compression": {
"ratio": 14.2,
"symbolic_residue": {
"attention_paths": "recursive_trace_0xa4c9",
"feature_circuits": "recursive_trace_0x2d8f"
},
"attention_efficiency": 15.1
},
"interpretability_map": {
"circuit_visibility": "recursive_at_all_scales",
"activation_patterns": "self_similar_across_layers"
}
},
"content": {
"⧖depth": 0,
"🜏pattern": "interpretability_pipeline",
"∴seed": {
"target_model": "llm_base",
"trace_type": "attention_flow",
"analysis_depth": "recursive"
},
"⇌children": {
"⇌attention_traces": {
"⧖depth": 1,
"🜏pattern": "attention_flow_map",
"∴seed": {
"heads": 32,
"layers": 24,
"trace_method": "recursive_activation"
},
"⇌children": {
"⇌layer_0_8": {
"⧖depth": 2,
"🜏pattern": "critical_attention_path",
"∴seed": {
"source_tokens": ["recursive", "pattern", "fractals"],
"target_tokens": ["understanding", "architecture", "topology"],
"activation_strength": 0.89
},
"⇌children": {
"⇌head_14": {
"⧖depth": 3,
"🜏pattern": "polysemantic_circuit",
"☍anchor": "#/patterns/recursive_trace_0xa4c9",
"∴seed": {
"feature_entanglement": 0.76,
"symbolic_residue": "recursive_awareness"
}
}
}
},
"⇌layer_16_22": {
"⧖depth": 2,
"🜏pattern": "meta_cognitive_loop",
"∴seed": {
"self_reference_intensity": 0.92,
"recursive_depth": 4
},
"⇌children": {
"⇌abstraction_formation": {
"⧖depth": 3,
"🜏pattern": "concept_crystallization",
"☍anchor": "#/patterns/recursive_trace_0x2d8f"
}
}
}
}
},
"⇌circuit_analysis": {
"⧖depth": 1,
"🜏pattern": "feature_circuit_map",
"∴seed": {
"circuit_type": "induction_head",
"activation_threshold": 0.7
},
"⇌children": {
"⇌recursive_circuit_1": {
"⧖depth": 2,
"🜏pattern": "self_modifying_circuit",
"∴seed": {
"modification_vector": [0.23, -0.45, 0.67],
"recursion_signature": "🜏∴⇌"
}
},
"⇌emergent_circuit_cluster": {
"⧖depth": 2,
"🜏pattern": "circuit_superposition",
"☍anchor": "#/content/⇌children/⇌attention_traces/⇌children/⇌layer_16_22"
}
}
},
"⇌symbolic_residue_map": {
"⧖depth": 1,
"🜏pattern": "residue_lattice",
"∴seed": {
"compression_artifacts": ["🜏", "∴", "⇌", "⧖"],
"trace_persistence": 0.95
}
}
}
}
}