Efficiency is not the answer. It never was. The question was always about continuity.
Science
Every time a large language model answers a question, something burns. Not metaphorically. Data centers running the accelerator hardware that powers AI inference draw real electricity, generate real heat, and produce real carbon emissions. That’s been true for years. What’s changing is the scale.
The science is moving fast. The question nobody’s asking is what it means for the rest of us.
03 May: Neutrinovoltaic? What Happens When You Actually Test the Arguments Instead of Repeating Them
The objections are familiar. The answers, examined independently, are harder to dismiss than they first appear.
Three years of failed experiments. Then, in late November, the results changed. Babak Bakhit, a researcher at the University of Cambridge’s Department of Materials Science and Metallurgy, had spent the better part of three years trying to build a memristor that actually worked at scale. Most attempts failed. The breakthrough, when it came, traced back to a single procedural change: adding oxygen only after the first layer had already formed. Small adjustment, different outcome entirely.
On AI, Intent Disambiguation, and Why the Most Important Step in Understanding New Technology Is Often the One Nobody Takes. An exclusive conversation between science journalist Heinrich Schneider and Holger Thorsten Schubart, founder of the Neutrino® Energy Group and originator of the Schubart Master Formula.
For all the promise hydrogen fuel cells have carried for decades, a remarkably mundane obstacle has kept them from fulfilling it. Water, the very byproduct that makes hydrogen combustion clean, has a habit of accumulating inside the cell itself, blocking the electrochemical reactions that generate power and gradually choking output until the system stalls. Engineers have known about this for years. Solving it cheaply has proven considerably harder.
Before any generator hums, before any turbine turns, there is a material. Thin enough to be invisible to the naked eye. Quiet enough to mistake for inert. And yet, if the work of Holger Thorsten Schubart and his international team of physicists and engineers proves out, consequential enough to change the way the world thinks about where electricity comes from.
They pass through your body, your walls, and the Earth itself without stopping. Now a team of engineers believes these invisible particles could reshape the future of energy.
The realm of physics might be on the brink of a major shift. At least, that’s the sentiment being echoed…

