Technical and practical guides on provenance, AI scraping, content protection, and the infrastructure behind Stelais.
The philosophy behind Stelais — originality, provenance, and the infrastructure to make authorship permanent.
How copyright, licensing, and provenance infrastructure must evolve for the AI era.
The gap between how AI companies source data and what creators actually consented to.
Why WARC archives make takedowns meaningless and the only fix is provenance at creation.
What Arweave is, how it differs from other blockchains, and why permanent storage is not an NFT.
A technical comparison of C2PA Content Credentials and Stelais permanent provenance.
The scraping pipeline, why current defenses fail, and how adversarial perturbations and detection change the equation.
How the DMCA process works, its structural limitations, and how Stelais automates enforcement without assuming legal liability.
Invisible watermarks that survive compression and reposting — what they carry, how they work, and what they can't do alone.