The solution for this is usually counter training. Granted my experience is on the opposite end training ai vision systems to id real objects.

So you train up your detector ai on hand tagged images. When it gets good you use it to train a generator ai until the generator is good at fooling the detector.

Then you train the detector on new tagged real data and the new ai generated data. Once it’s good at detection again you train the generator ai on the new detector.

Repeate several times and you usually get a solid detector and a good generator as a side effect.

The thing is you need new real human tagged data for each new generation. None of the companies want to generate new human tagged data sets as it’s expensive.

Fair point.

I get the joke but Auschwitz was in Poland. They were careful to keep all the concentration camps out of Germany.

The first movie I saw was The Muppet Movie. First run in the theatre.

Actually it’s the name for a mix of vinegar, garlic, and herbs that was a home remedy to help prevent the plague.

(i) Peaches. Any firm yellow variety of the species Prunus persica L., excluding nectarine varieties, which are pitted, peeled, and diced, not less than 30 percent and not more than 50 percent.

(ii) Pears. Any variety, of the species Pyrus communis L. or Pyrus sinensis L., which are peeled, cored, and diced, not less than 25 percent and not more than 45 percent.

(iii) Pineapples. Any variety, of the species Ananas comosus L., which are peeled, cored, and cut into sectors or into dice, not less than 6 percent and not more than 16 percent.

(iv) Grapes. Any seedless variety, of the species Vitis vinifera L., or Vitis labrusca L., not less than 6 percent and not more than 20 percent.

(v) Cherries. Approximate halves or whole pitted cherries of the species Prunus cerasus L., not less than 2 percent and not more than 6 percent, of the following types:

(a ) Cherries of any light, sweet variety;

(b ) Cherries artificially colored red; or

(c ) Cherries artificially colored red and flavored, natural or artificial.

Provided, That each 127.5 grams (4 1/2 ounces avoirdupois) of the finished canned fruit cocktail and each fraction thereof greater than 56.7 grams (2 ounces avoirdupois) contain not less than 2 sectors or 3 dice of pineapple and not less than 1 approximate half of the optional cherry ingredient.

(3) Packing media. (i) The optional packing media referred to in paragraph (a)(1) of this section, as defined in § 145.3 are:

(a ) Water.

(b ) Fruit juice(s) and water.

(c ) Fruit juice(s).

From https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfcfr/CFRSearch.cfm?fr=145.135

My grandfather was an anthropologist and had a human skull. He had some paperwork that showed how it wad obtained. When he died one of my aunts inherited it.

For me it’s easier to rip it once and then have it available on my tv, phone, or computer. It can also remember what episode is next. Plus no annoying mandatory commercials every time you put the disk in the player.

But it doesn’t sound the same to the speaker. The speakers skull vibrates with the speech and makes the pitch lower and richer in their ears.

If you are not used to your voice being played from a speaker it always sounds more chipmunk then you are used to.