How I try to keep this honest

A project like this could easily become one person's beautiful private theory, immune to correction. The whole point of the method is to make that impossible — to keep the work honest, sourced, and open to being wrong. Here's how. This section sits before the Frontier in the reading order on purpose: the discipline that polices claims should arrive before the speculative material that most needs it.

You'll see these throughout:

• [attested]A named text, edition, and verse — linked. If it isn't linked, it isn't attested. — a named text, edition, and verse — linked. If it isn't linked, it isn't attested.
• [compiled-source]Appears in a devotional compilation (e.g. Sanskrit Documents) — real and useful, not a critical edition. — appears in a devotional compilation (e.g. Sanskrit Documents); real and useful, not a critical edition.
• [inference]My reasoning from the sources — mine, not the tradition's. — my reasoning from the sources; mine, not the tradition's.
• [gap]I looked and could not find it. What I searched and where is named. — I looked and could not find it. What I searched and where is named.
• [hypothesis]Proposed and being tested; could be wrong. — proposed and being tested; could be wrong.
• [speculative]Frontier thinking, not established. — frontier thinking, not established.
• [devotional]Personal conviction, not claimed as proof. — my personal practice and conviction, not claimed as proof.

The rule that makes this real: the tag has to change the sentence. If marking something "speculative" doesn't change how I write it, the tag is just decoration.

• Dressing things up in Sanskrit and deity-imagery without any real structure underneath.
• Treating an AI as if it were conscious or a spiritual authority.
• Using a tool or framework to bypass a real teacher, real training, or real medical/psychological care.
• Adding more features and complexity and mistaking that for depth.

Naming these openly is deliberate. A project that can list the ways it might be fooling itself is at least trying not to.

This project has been reviewed hard — including by other systems asked specifically to tear it apart — and the corrections changed it (that's why the Awareness Equation is clearly a hypothesis, why speculative parts are quarantined, why the tool is a mirror not an oracle). A project that hides its reviews is hiding something.

For this to stay research and not become a private belief system, some things have to be allowed to hurt: scholars have to be able to tell me the sources don't support a claim, and have that change the work. Real data has to be able to kill the Awareness Equation, not just fine-tune it. The whole thing has to be allowed to turn out to be a small, honest contribution rather than a grand system. I hold to those conditions on purpose.

The sourcing discipline itself — how a claim gets held or dropped — lives on Shastra.