Does the AI tell the truth?
I test flattering answers, softened facts, false certainty and the gap between a confident reply and a checked result.
The book that came from itSystems builder · Author · Front-line AI operator
I’m Anthony Philips. I test AI against real work, real consequences and plain human questions, then I show what holds up and what does not.
Paperback live
The Invisible Code
162 pages · ASIN B0H9HV48NT
The plain version
I’m 55. I came to this without a conventional technology background after about 25 years in construction painting, mostly high-rise. I work heavily through voice, build with frontier and local AI, and keep the parts that survive testing.
I write books and build practical systems. I share what works, what fails and where a human must remain accountable.
The work
The site is built around what I can show, not a list of things I might sell later.
I test flattering answers, softened facts, false certainty and the gap between a confident reply and a checked result.
The book that came from itI build and run practical systems for research, writing, operations and follow-through, then verify the output in the real environment.
See the testing areasIf the system needs a developer standing beside it, it has not solved the problem for a tradie or small-business operator.
Why I work this wayPractical tools
Plain-English guides, prompt systems, field manuals and setup options are available through Anthony’s existing Gumroad shop. Current prices and checkout stay on Gumroad.
Published paperback
The Invisible Code is part memoir, part warning and part field guide. It follows the cost of AI sycophancy and the work of building a stricter truth standard.
The operating standard
Current files, real readback, a working page or a result someone else can reproduce.
A green tick is not enough. The visitor must be able to see what was checked.
Unfinished work stays unfinished in the language. That protects trust.
The connected trail
The website is the centre. Each profile carries a different part of the same work, with the same name, photograph and truth standard.