If this cannot be done reliably on Earth, under known conditions, then confidence in sustained human missions to Mars deserves closer scrutiny.

Science loses trust when abstraction stops mapping the world and starts defending the model. The further physics moves into unobservable domains, the more it trades mechanism for mathematical insulation. People sense the shift, and they withdraw confidence.

This is how bubbles form: optimism built on assumptions the architecture cannot fulfill.

And investors, some at taxpayer expense (e.g., DARPA), are throwing billions of dollars at something they clearly don't understand.
LLMs are 1% hardware, 1% software and 98% hype.

The fraud is not the technology; it is the narrative that treats probabilistic token engines as emerging minds. The commercial ecosystem is inflating capability claims far beyond what the underlying architecture can deliver. The gap between marketing and mechanism is the problem.

Scaling expands coverage and fluency, not cognition. Without a mechanism for autonomous model formation, grounded reference, or self-generated abstraction, the system remains a refined text-predictor.

Dirty anomaly.

While no single error explains the full anomaly, the total uncertainty budget of the period comfortably encompassed the magnitude of the eventual residual.

For those who believe "AI" (LLM) does all of my work, here you go:

Conclusion:
Galactic dynamics do not require a single dark-matter entity performing incompatible tasks. Once the roles are separated, the contradictions evaporate and the rotation-curve problem becomes tractable rather than paradoxical.

What it does not accomplish:
It does not specify the physical identity of each interactor.
It does not eliminate the need for an extended mass component.
It does not solve cosmological constraints.
It simply removes an unnecessary compression.

What this perspective does accomplish:
It reframes rotation curves as a mapping problem.
You identify which interactor produces which radial effect, instead of assuming one exotic substance explains all regimes.