> For the complete documentation index, see [llms.txt](https://docs.insoblokai.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.insoblokai.io/whitepaper/user-engagement-and-social-mechanisms/privacy-tamper-resistance-and-zero-knowledge-integrity.md).

# Privacy, Tamper Resistance & Zero-Knowledge Integrity

To preserve fairness and security:

* Scores are **calculated off-chain** in ZK-compatible environments and anchored to chain via **hash commitments**
* Users may **prove their TasteScore bracket (e.g., Top 10%)** without revealing exact values
* All source interactions used for scoring are cryptographically signed to prevent forgery

This ensures the system is **non-gameable, fair, and privacy-respecting**, even under competitive monetization models.