The FAF format now has academic validation. A peer-citable technical whitepaper has been published on CERN's Zenodo โ€” the open research repository used by NASA, NIH, and major universities worldwide.

Format-Driven AI Context Architecture

The .faf Standard for Persistent Project Understanding

Author James Wolfe Harrison
License CC BY 4.0
Read on Zenodo

Key Findings

The paper presents empirical validation across real-world usage:

10,000+
Projects tested
99.7%
Faster context reconstruction
3
Major AI systems validated

Why Zenodo?

Zenodo is CERN's open research repository โ€” the same infrastructure that supports particle physics research. It's used by:

  • NASA โ€” Space research publications
  • NIH โ€” Medical research data
  • DOE โ€” Energy department labs
  • Major universities โ€” MIT, Stanford, and more

Every paper gets a permanent DOI (Digital Object Identifier) โ€” the same citation system used by Nature, Science, and peer-reviewed journals.

Cite This Paper

Harrison, J.W. (2026). Format-Driven AI Context Architecture: The .faf Standard for Persistent Project Understanding. Zenodo. https://doi.org/10.5281/zenodo.18251362

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