
Tag VinZant
2.1K posts

Tag VinZant
@TagVinZant
Helping Main Street businesses build with AI and Producing your favorite podcasts in the CSRA at Get Up Productions.




I built a whole distributed caching layer over gh. Still run into limits.


The opacity Mark describes is dead on target but it goes one layer deeper than most people realize. The chargemaster itself is statistically camouflaged. High-volume codes (the ones that drive 80%+ of revenue) run 800-4,000% of Medicare (sometimes more). Rarely-billed codes sit near Medicare. When researchers aggregate, the average comes out around "300-400% of Medicare" — and that's the number consultants and brokers cite because they don't know the facts. It's not the real number. The codes that actually generate revenue are running 8-10x what the studies report. I download chargemasters constantly. The pattern is consistent. The opacity isn't accidental. It's engineered to defeat the very studies meant to detect it. The easiest way for anyone to "shop" for hospital healthcare is to request a Good Faith Estimate but you must make sure to tell them you're uninsured or not going to use your insurance (insured patients can't get an estimate - funny how that works). That is as close as the average person will get to seeing "approximate" costs. It's ALL smoke and mirrors. This chart shows (FL hospital). Gross charges AVERAGE 25x Medicare, Cash pay Averages 15x Medicare and UHC "discount" averages 22x Medicare. Before you hire a consultant for hundreds of thousands of dollars (or more) to give you the same tired advice as everyone has heard for decades, you need the facts - not the studies. Studies are almost (if not ALWAYS) skewed in favor of organization doing the study. There are ways to fight back but you have to stay one move ahead of them in their game.


NEW: Analysis reveals female-dominated corporate roles are more vulnerable to AI automation than male roles.

Gov. Gavin Newsom has announced California will be the first state in the nation to provide free diapers to newborns. Families will receive 400 diapers when discharged from the hospital.


Lead Scientist of NASA Electrostatics Physics Laboratory, Charles Buhler, explains his discovery of the 'new force' behind the Biefeld-Brown Effect - Non-Newtonian propulsion. Exodus Propulsion is the company he now leads as CEO and first presented publicly at NYC 2026



Sophie Rain: “If James Fishback becomes Governor and I get taxed 50%, I also think the OnlyFans consumer should be taxed 50%.”



I might get hate for this too but I bought a Cybertruck. With a young family, safety was important and so is not polluting the atmosphere with $5 a gallon gasoline.












