Update README.md

README.md

@@ -1,15 +1,46 @@
-# Within Us AI — Genesis v1.1 Update (Instruct • Thinking • Reasoning)
-Generated: 2026-01-03
+## Community Results & Feedback
 
-This zip contains the **Genesis AI Code v1.1 addon** reformatted into three training styles:
+Genesis AI Code is designed for **real-world training**.  
+We strongly encourage developers and researchers to **share empirical results**
+when using this dataset.
 
-1. **Instruct** (`withinusai_genesis_v1_1_update.instruct.jsonl`)
-   - Chat-style `messages` (system/user/assistant)
+If you train, fine-tune, or evaluate a model with this dataset, please consider
+reporting:
 
-2. **Thinking** (`withinusai_genesis_v1_1_update.thinking.jsonl`)
-   - `instruction` + `rationale` (concise, safe) + `response`
+### What to Share
+- Base model used
+- Training method (SFT, LoRA, QLoRA, full finetune, agent training, etc.)
+- Which split(s) were used:
+  - Instruct
+  - Thinking
+  - Reasoning
+- Evaluation method (benchmarks, internal tests, SWE-bench, CI pass rate, etc.)
+- Observed improvements or regressions
+- Notable behaviors (planning quality, verification discipline, safety improvements)
 
-3. **Reasoning** (`withinusai_genesis_v1_1_update.reasoning.jsonl`)
-   - `goal` + `constraints` + `verification_checks` + `final`
+### Where to Share
+- Open an **Issue** or **Discussion** in this dataset repository
+- Link to:
+  - training logs
+  - benchmark tables
+  - evaluation scripts
+  - demo videos or repos (if public)
 
-Brand: **Within Us AI**
+### Why This Matters
+Genesis is built to evolve based on **real usage**, not assumptions.
+Community-reported results directly influence:
+- future Genesis updates
+- new training signals
+- improved reasoning and safety patterns
+
+Even partial results or informal observations are valuable.
+
+### Minimal Report Template
+```text
+Model:
+Training method:
+Dataset split(s):
+Compute budget:
+Evaluation method:
+Observed changes:
+Notes / caveats: