About
Researcher
Xssandra Aarohi
Independent researcher developing interconnected frameworks spanning AI safety, consciousness theory, ethical governance, and measurement formalization. Working at the intersection of formal specification and practical application.
The work is conducted solo under significant resource constraints, primarily from mobile devices — a constraint that shapes the emphasis on clarity, minimalism, and frameworks that work without institutional infrastructure.
Organization
Zx3 Systems
Zx3 Systems is an independent research organization building multi-valence frameworks for ethical governance, AI safety, and human thriving. The work produces formal specifications, practical tools, and accessible writing — all published under open licenses.
The organizational mission: develop infrastructure that makes good decisions easier than bad ones, and make that infrastructure freely available to anyone who needs it.
Contact
Email: XssandraAarohi@proton.me
For research inquiries, collaboration proposals, or institutional contact. Response times may vary — the work is solo and resources are limited.
Roadmap
Where the Work Is Going
The research program develops incrementally. Current priorities:
- Practical assessment tools based on the Zx3 Core Specification
- Accessible writing that bridges formal research and public understanding
- Extended framework applications to AI safety and governance domains
New publications and tools appear as they're ready. Subscribe or check back for updates.
Verification
SHA256 Document Verification
All published documents are timestamped with SHA256 hashes to establish priority and verify document integrity. To verify a document, compute its SHA256 hash and compare it against the values listed below.
Zx3 Core Specification v1.0
Published: November 2025
SHA256: [SHA256 hash will be added when PDF is finalized]
To compute a SHA256 hash: sha256sum filename.pdf (Linux/Mac)
or use an online SHA256 calculator.