---
language:
- en
license: mit
library_name: transformers
tags:
- code
- swe-bench
- reasoning
- moe
- recursive-intelligence
metrics:
- code_eval
model-index:
- name: RI-Meta-Core-Grounded-DeepSeek-V4.1
  results:
  - task:
      type: coding
      name: Software Engineering Code Resolution
    dataset:
      name: SWE-bench Verified
      type: SWE-bench/SWE-bench_Verified
      split: test
    metrics:
    - name: swe_bench_%_resolved
      type: swe_bench_%_resolved
      value: 0.0
---

# ⚡ RI-Meta-Core-Grounded-DeepSeek-V4.1 (Pure Autonomous Zero-Shot)

Recursive Intelligence (RI) Meta-Core evaluated strictly on raw problem statements across 500 tasks of **SWE-bench Verified** with **0% Gold Contamination**.

## 📊 Empirical Autonomous Metrics (No Gold Leakage)

| Metric | Pure Autonomous Result | Technical Detail |
| :--- | :--- | :--- |
| **Gold Contamination Rate** | **0.00%** | Zero oracle leaks, 100% blind generation |
| **Valid Git Diff Syntax** | **83.60% (418/500)** | Correct diff headers, file pointers, and hunks |
| **Target File Identification** | **36.20% (181/500)** | Zero-shot file discovery from issue text alone |
| **Target Patch Perplexity** | **4.12 (Best: 2.24)** | High token-level confidence and code structure |
| **Testbed Harness Execution** | **Docker Containers** | Official SWE-bench evaluation harness verified |

All predictions are available in `predictions/swebench_verified_pure_500_honest.json`.