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AI DISCLOSURE

FULL-TRANSPARENCY POSTURE · UPDATED 2026-08-20

How AI is used here

This site is partly made with AI, on purpose, and says so per item. Anything marked with a ✨ badge tells you exactly which part a model touched. Here is the whole picture in one place.

Narration is a synthetic voice

Every post's audio narration is generated by a text-to-speech model (Kokoro), run on my own hardware. It is not a human recording. Each audio file carries a machine-readable AI marker in its metadata, and the player labels the voice as synthetic. The word-by-word highlighting is driven by timing data produced while verifying the narration against the text.

Text is AI-assisted, human-approved

Posts are drafted in collaboration with AI (Claude), working from my real project data, measurements, and direction. I edit and approve everything before it ships, and I take responsibility for every claim. Posts carry a per-item badge saying so.

Some project assets are AI-generated

Some games and apps shown here include AI-generated assets — music from generation tools, textures or art from image models. Where a project ships on a store with an AI-disclosure requirement (Steam, Google Play), that store's declaration is completed as part of publishing.

Code is written with AI tools

Much of the code behind these projects is written with AI coding agents — that is a large part of what this portfolio demonstrates. Store policies generally treat development tooling as distinct from player- or user-facing AI content; the badges here focus on what you actually read, hear, and see.

What is never AI

The measurements, benchmarks, and dollar figures in posts come from real transcripts, real tests, and real bills — generated by scripts, not by a model's imagination. No reviews, testimonials, or endorsements on this site are AI-fabricated. The opinions are mine.

Disclosure practice is maintained against a dated ruleset covering the EU AI Act (Article 50), U.S. state disclosure laws, FTC guidance, and store policies, and is re-audited when content changes. The write-up of how that works: the blog. Not legal advice; corrections welcome at the contact link below.