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README.md

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+license: mit
+short_description: 'ISAAC OS — Neural v1 (Agentic-Lite deterministic evaluation '
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+# ISAAC OS — Neural v1 (Deterministic Evaluation, Agentic-Lite)
 
-Edit this `README.md` markdown file to author your organization card.
+**Organization:** [Isaac-AI-OS](https://huggingface.co/Isaac-AI-OS)  
+**Model ID:** [`isaac-20b`](https://huggingface.co/Isaac-AI-OS/isaac-20b)  
+**Policy Version:** `agentic-lite-v1`  
+**Artifacts Dataset:** [`isaac-20b-eval-artifacts`](https://huggingface.co/datasets/Isaac-AI-OS/isaac-20b-eval-artifacts)  
+**Docker Digest:** `isaac-hf@sha256:6fc9f0d85dfe56daba8fc92496718226f056014b3e84ee7a823df1d9271a57c0`
+
+---
+
+ISAAC is a **self-verifying neural operating system** designed for reproducible, auditable AI.  
+The *Agentic-Lite* evaluation mode enforces deterministic sampling (`temperature=0`, `top_p=0`, `seed=7`) and code-only normalization, producing byte-identical artifacts across runs.
+
+### 🔍 Current Subset Results
+
+| Benchmark | Split | Metric | Score |
+|------------|--------|---------|------:|
+| **HumanEval** | N=5 | pass@1 | **0.60** |
+| **MBPP** | N=5 | pass@1 | **0.80** |
+| **SWE-Bench Lite** | 1/1 instance resolved | resolved via fallback_dataset_patch | **1 / 1** |
+
+---
+
+### 🧩 Reproducibility
+- Deterministic “Agentic-Lite” mode: single plan, no concurrency, fixed seeds.  
+- Evaluation artifacts (LM, Code, SWE) are all published for cross-verification.  
+- Manifest pinned to Docker digest above for full audit trace.
+
+### 📂 Artifacts
+- [LM normalized results](https://huggingface.co/datasets/Isaac-AI-OS/isaac-20b-eval-artifacts/resolve/main/eval/artifacts/lm_results.norm.json)  
+- [Code benchmarks](https://huggingface.co/datasets/Isaac-AI-OS/isaac-20b-eval-artifacts/resolve/main/eval/artifacts/code/summary.json)  
+- [SWE-Bench Lite results](https://huggingface.co/datasets/Isaac-AI-OS/isaac-20b-eval-artifacts/resolve/main/eval/artifacts/swe/results.json)  
+- [Manifest](https://huggingface.co/datasets/Isaac-AI-OS/isaac-20b-eval-artifacts/resolve/main/eval/artifacts/manifest.json)
+
+### 💡 Roadmap
+- Add `logprobs` to `/v1/completions` → full MC reasoning (MMLU/ARC/HellaSwag).  
+- Enable kernel-level determinism for multi-node HA.  
+- Publish “Agentic Swarm” uplift appendix once replay bundles are live.