DGS should be judged through inspectable outputs, stable boundaries, and visible proof discipline rather than inflated platform language. The strongest credibility signal is a serious output that makes a hard problem more legible and more testable.
Public proof should help a serious reader understand what DGS is built for, what kind of structure it can surface, and what review boundary still applies, without disclosing protected internals.
- What class of problem DGS is built for.
- What the output makes newly legible.
- Where the real break, decision gap, or control path sits.
- What trust and review boundary still applies.
- What would count as serious validation.
Proof should not rely on fabricated outcomes, protected-architecture leakage, inflated compliance language, or unverifiable case-study theatre. A smaller, truer signal is stronger than a louder false one.