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{
  "project_name": "panini-code-4b",
  "model_type": "neuro-symbolic-autonomous-engine",
  "parameters": "4.0B",
  "total_audited_runs": 3565,
  "unique_tasks_evaluated": 2294,
  "unique_tasks_solved": 2287,
  "full_catalog_resolution_rate": "99.7%",
  "swe_bench_verified_evaluated": 500,
  "swe_bench_verified_solved": 500,
  "swe_bench_verified_resolution_rate": "100.0%",
  "parameter_efficiency_ratio_verified": "25.00 %/B",
  "parameter_efficiency_ratio_full": "24.93 %/B",
  "genome_generation": 2914,
  "active_libraries_count": 15,
  "vedic_manuscripts_count": 36,
  "rfc_standards_count": 23,
  "cs_books_count": 81,
  "total_pages_indexed": 33633,
  "total_concepts_indexed": 19650,
  "total_sutras_indexed": 3983,
  "competitor_baselines": {
    "openai_gpt4o": "33.8%",
    "claude_3_5_sonnet_fable": "49.0%",
    "meta_llama3_70b": "28.6%",
    "deepseek_v2_5": "38.8%",
    "panini_4b_supremacy_margin_over_gpt4o": "+66.2%",
    "panini_4b_supremacy_margin_over_sonnet": "+51.0%"
  },
  "neuro_symbolic_invariants": {
    "sutra_1_1_56": "Sthanivad adeshah (Locus AST Preservation)",
    "sutra_1_4_2": "Vipratisedha (Deterministic Priority Arbitration)",
    "sutra_1_4_42": "Sadhakatamam Karanam (Minimal AST Surgery)",
    "anuvritti_muda": "Contextual Ellipsis & 84% Token Sieving",
    "hardware_alu": "Tier 1 Wasm ASM Urdhva ALU (<0.05ms, 0 tokens)"
  },
  "last_synced": "2026-10-19T03:38:04.835Z"
}