PPPL's Mark Martirez screens diamond qubit defects by simulating them as small molecules
Mark Martirez, a staff research scientist at the Princeton Plasma Physics Laboratory, simulates diamond qubit defects as isolated clusters of 16 to 30 atoms. Simulation turned up boron- and oxygen-based defects that could make useful qubits. They are candidates until someone grows and measures them.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+35
- Incentives60
- Confidence50
DOE awarded $159 million to 12 Phase II Genesis Mission projects, bringing the Phase II total to 14. The awards go to project teams, and the report does not say what any cloud provider will be paid.
Reality
- Evidence50
- Adoption40
- Hype gap+30
- Incentives
- Not scored
- Confidence55
Princeton physicists map a lower-energy path to fusion ignition that heats plasma before compressing it
Princeton Plasma Physics Laboratory calculations suggest heating plasma before raising its density could reach fusion ignition with far less energy. The Physical Review Letters paper keeps the Lawson criterion's endpoint and ranks the routes toward it by energy cost.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+35
- Incentives60
- Confidence40
Windows in a NIF ignition cylinder released the brightest X-rays yet made in a lab
Ryan Lester and colleagues put windows in the gold cylinder that confines a National Ignition Facility shot. The escaping pulse reached tens of trillions of watts, on a par with the brightness of some red dwarf stars.
Reality
- Evidence48
- Adoption
- Not scored
- Hype gap+22
- Incentives45
- Confidence55
Princeton's PACMAN saw a plasma instability coming 200 milliseconds ahead
PPPL's framework closes a full control loop in about 20 milliseconds, which gives it roughly ten passes of warning before the instability it predicted would have arrived, on a real tokamak in five experiments.
Reality
- Evidence55
- Adoption30
- Hype gap+20
- Incentives70
- Confidence57
PPPL's PACMAN framework closed a 20-millisecond AI control loop inside a real tokamak
Five experiments on the DIII-D tokamak let learned models predict plasma behaviour and command the heating, while error checking, conflict resolution and hardware limits stayed in stages where nothing was learned.
Reality
- Evidence44
- Adoption21
- Hype gap+16
- Incentives68
- Confidence47
buildOne report1 publisher Lanyon AI raises $10.6M to make proofs, not plausibility, the acceptance test for AI code
A plasma-physics team is betting that aerospace and nuclear buyers will pay for machine-checkable proofs. The proof still stops where the specification stops.
Reality
- Evidence42
- Adoption10
- Hype gap+34
- Incentives76
- Confidence55