One of the most suprising results of the "Machine Learning for Jets" (but really, for particle physics in general) workshop I attended in New York City two weeks ago was the outcome of a challenge that the organizers had proposed to the participants: find a hidden signal of some new physics process in a dataset otherwise made up of some physics background, when no information on the new physics was given, nor on the model of the background.<\p>

The problem is called, in statistical terms, as one of anomaly detection.

People can deny a lot of science without making a huge difference in their lives; no one will die if they deny evolution. Gravity, on the other hand, will kill you. You can't just jump off a building and deny it exists and expect a positive outcome.

This unseen force dominates our entire lives so completely we forget it exists. We drop pencils and struggle to walk uphill and go on with our lives.

How people account for this invisible influence while moving through the world was the subject of a recent experiment, and the results showed we regard it a lot differently when we can see it instead of feeling it through changes in weight and balance. 
“Terror is the normal state of any oral society, for in it everything affects everything all the time.” – Marshall McLuhan*

The famous media scholar’s statement about preliterate societies seems to apply also to our society today, in which the word “terror” appears in the news daily.

When McLuhan’s oral society gains enough leisure to develop a written language, “leisure” would mean not simply a few hours off work, but also some insulation from the terrors of the interconnected world. Enough insulation so that one could safely turn one’s attention inward for a while, to direct one’s mind to matters other than immediate survival.

I recently presented a mathematical model to describe the evolution of the Holy Trinity from a system formed with differential equations that correspond to the God the Father, God the Son, and God the Holy Spirit. Thanks to this, it was possible to obtain an analytical solution of time, and it shows that God the Son is the point of convergence of creation. This work can be obtained at

A few years ago, after concern about the administration's efforts to use EPA to pick and choose winners in the private sector reached a crescendo,  the U.S. Government Accountability Office found that EPA "violated publicity or propaganda and anti-lobbying provisions contained in appropriations acts with its use of certain social media platforms in association with its "Waters of the United States" (WOTUS) rulemaking in fiscal years 2014 and 2015."

It was a shockingly bold attempt by the federal government to use water regulations to penalize the public.
Oseltamivir, which goes by the brand name Tamiflu and is sold by Hoffmann-La Roche, has long claimed to shorten the duration of flu severity, to skepticism and sometimes even derision from the evidence-based science community.

A recently unsealed whistleblower lawsuit claims the company bilked U.S. taxpayers out of $1.5 billion by misrepresenting clinical studies and and publishing misleading articles falsely stating that Tamiflu reduces complications, severity, hospitalizations, mortality and transmission of influenza. And that's just when they encouraged government stockpiling, it does not include people who bought it with their own money, based on aggressive marketing campaigns which used the articles as evidence, the lawsuit alleges.
Would any school with a medical program be happy about a paid talk by Robert F. Kennedy Jr. so he could rail against vaccines, claiming that a world of preventable diseases made humanity stronger by culling the weak? Would doctors be happy if a school organization devoted to fighting climate change helped fund it?
The U.S. Food and Drug Administration (FDA) has granted Horizon Therapeutics Ireland DAC approval for teprotumumab-trbw as treatment in adults with thyroid eye disease, a rare condition where the muscles and fatty tissues behind the eye become inflamed, causing the eyes to be pushed forward and bulge outwards (proptosis).

The compound is approved under the brand name Tepezza and is the first drug approved for the treatment of thyroid eye disease.
About 300 year die each year due to heat, but if you look at the statistics of heat deaths another 300 list heat as a "contributing" cause, which means something else killed them but heat may have made the thing that caused the death more likely.

Though a 100 percent increase seems odd, that heat as a contributing cause could be a factor is not a surprise. 
After Robert Koch first separated Mycobacterium bovis from Mycobacterium tuberculosis, and seeing the success of vaccination in preventing smallpox, scientists believed that infection with bovine tuberculosis might protect against human tuberculosis.

It wasn't a linear path but after a lot of trial and error, and some fitful starts (including deaths, the kind of thing that would get a product pulled from existence in today's cancel culture, the Bacillus Calmette–Guérin (BCG) vaccine has been administered routinely to protect babies against tuberculosis since 1921.  

Today only a few countries, such as the United States and the Holland (where TB is rare) don't use it.