# Sundog Brand Positioning

**Copyright (c) 2026 Stellar Aqua LLC. All rights reserved.**

This document records the public brand posture for Sundog Research Lab after
the Mythos stress test. It complements the legal and IP roadmap in
[`BRAND_ROADMAP.md`](BRAND_ROADMAP.md).

## Top-View Positioning

Sundog Research Lab is an independent applied research lab for systems that
act without full sight.

The core belief is not that AI should know everything. It is the opposite:
many useful systems cannot see the true target, should not be given privileged
state, or become more interesting when they are forced to read the world's
response.

Founder thesis:

> Intelligence under partial observability is not only a limitation problem.
> It is a design medium.

Public posture:

> We build small, inspectable systems where the decisive state is hidden, the
> world still leaks structure, and action can be taken from the trace. Then we
> measure where that stops working.

## Mythos Stress-Test Lesson

The Mythos report should be treated as a brand stress test, not only as a
failure. It showed how an outside model can turn ambiguity into a grand origin
myth: old Atari SunDog, p-system constraints, medieval Humiliati readings,
crypto name collisions, theorem language, and applications all got fused into
one attractive but false story.

The correction is load-bearing:

- The `humiliati/sundog` repo is not a port, fork, preservation layer, or
  p-system continuation of *SunDog: Frozen Legacy*.
- The active project is Alignment Without Sight: hidden-state control through
  indirect signatures.
- The mythic charge can stay, but the public copy must repeatedly return to
  narrow claims, inspectable workbenches, explicit failure boundaries, and
  practical systems that act from partial signals.

## What Readers Must Understand

Sundog studies cases where shadows, torque, occlusion, deformation, pressure,
local field readings, or behavioral traces preserve enough structure to act.

The current controlled result remains photometric mirror alignment without
target-position access. Three-body, Balance, Pressure Mines, EyesOnly / Gone
Rogue, Dungeon Gleaner, and Money Bags are application surfaces with different
evidence tiers.

Use "surfaces" rather than "proofs" when discussing those systems together.
Each system shows where the idea can be made practical, but not every system
carries the same evidence weight.

## About Page Spine

The About page should be the public identity layer before readers invent one.
It should use this order:

1. What we are.
2. Why indirect signals matter.
3. The origin story.
4. What we build.
5. Our research posture.
6. What we do not claim.
7. Why "Sundog."

The Origin page should remain the longer field provenance story. The About page
should be tighter and strategic, legible to researchers, collaborators, game
developers, and simulation engineers.

## What Sundog Is Not

- Not a port of *SunDog: Frozen Legacy*.
- Not a crypto project.
- Not a claim that indirect signals always beat direct state.
- Not a claim that agents should be denied information for aesthetic reasons.
- Not "better game AI" or deeper search.
- Not a universal alignment proof.

## Humility As Method

Do not put a medieval Humiliati interpretation on the public About page unless
the project intentionally chooses to own that genealogy.

The useful residue is methodological:

> Humility, for Sundog, means we do not assume full sight. We do not promote a
> broad theorem before the evidence earns it. We do not hide the boundary where
> the signal stops working.

## Homepage-Level Founder Statement

Safe public copy:

> Sundog Research Lab studies useful partial information. We build systems
> that act when direct sight is unavailable: controllers reading shadows,
> agents acting from compressed game state, softbody rigs interpreted through
> deformation, and dynamical workbenches steered by local field signatures.
>
> Our claim is not that every shadow is enough. Our claim is that some shadows
> are structured, some structures can be controlled from, and the boundary can
> be measured.

Short founder voice:

> Full state is often a fantasy. Real systems are occluded, delayed, noisy,
> expensive, partially observable, or deliberately hidden. Conventional
> software often responds by demanding more state. Sundog asks whether the
> trace is enough.