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README.md

@@ -91,6 +91,14 @@ sft = load_dataset("piyushptiwari/insureos-training-data", data_files="insurance
 claims = load_dataset("piyushptiwari/insureos-training-data", data_files="claims_motor_25000k.csv")
 ```
 
+## Learn How These Models Work
+
+Want to understand how this data trains real ML models? We wrote a plain-English guide
+that walks through every INSUREOS model — the concepts, the data, and the training code:
+
+- **Learning guide:** [LEARN.md](https://huggingface.co/piyushptiwari/insureos-models/blob/main/LEARN.md)
+- **Training & data-generation code:** [piyushptiwari/insureos-models](https://huggingface.co/piyushptiwari/insureos-models) — see the [`data/`](https://huggingface.co/piyushptiwari/insureos-models/tree/main/data) generators and the [`training/`](https://huggingface.co/piyushptiwari/insureos-models/tree/main/training) scripts
+
 ## Part of the INSUREOS Model Suite
 
 Built by Bytical AI for training the INSUREOS model family: