AI – the elephant in the room

“๐—”๐—œ ๐—ถ๐˜€ ๐—ฒ๐˜ƒ๐—ฒ๐—ฟ๐˜†๐˜„๐—ต๐—ฒ๐—ฟ๐—ฒ” – ๐˜€๐—ผ ๐—น๐—ฎฬˆ๐˜€๐˜€๐˜ ๐˜€๐—ถ๐—ฐ๐—ต ๐—ฑ๐—ฎ๐˜€ ๐—ง๐—ต๐—ฒ๐—บ๐—ฎ ๐—บ๐—ผ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐—ป ๐—ฟ๐—ฒ๐—ฐ๐—ต๐˜ ๐—ด๐˜‚๐˜ ๐—ฎ๐˜‚๐—ณ ๐—ฑ๐—ฒ๐—ป ๐—ฃ๐˜‚๐—ป๐—ธ๐˜ ๐—ฏ๐—ฟ๐—ถ๐—ป๐—ด๐—ฒ๐—ป. ๐—˜๐˜€ ๐—ถ๐˜€๐˜ ๐—ฎ๐—น๐—น๐—ฒ๐—ฟ๐—ฑ๐—ถ๐—ป๐—ด๐˜€ ๐—ป๐—ถ๐—ฐ๐—ต๐˜ ๐—ป๐˜‚๐—ฟ ๐˜€๐—ผ, ๐—ฑ๐—ฎ๐˜€๐˜€ ๐˜„๐—ถ๐—ฟ ๐—ฎ๐—ป ๐˜ƒ๐—ถ๐—ฒ๐—น๐—ฒ๐—ป ๐—ฆ๐˜๐—ฒ๐—น๐—น๐—ฒ๐—ป ๐—บ๐—ถ๐˜ ๐—ž๐—œ ๐—ธ๐—ผ๐—ป๐—ณ๐—ฟ๐—ผ๐—ป๐˜๐—ถ๐—ฒ๐—ฟ๐˜ ๐˜„๐—ฒ๐—ฟ๐—ฑ๐—ฒ๐—ป (๐—ฎ๐˜‚๐—ฐ๐—ต ๐˜„๐—ฒ๐—ป๐—ป ๐˜„๐—ถ๐—ฟ ๐—ฒ๐˜€ ๐—ป๐—ถ๐—ฐ๐—ต๐˜ ๐—ฎ๐˜‚๐—ณ ๐—ฑ๐—ฒ๐—ป ๐—ฒ๐—ฟ๐˜€๐˜๐—ฒ๐—ป ๐—•๐—น๐—ถ๐—ฐ๐—ธ ๐—ฒ๐—ฟ๐—ธ๐—ฒ๐—ป๐—ป๐—ฒ๐—ป), ๐—ฒ๐˜€ ๐—ถ๐˜€๐˜ ๐˜ƒ๐—ถ๐—ฒ๐—น๐—บ๐—ฒ๐—ต๐—ฟ ๐—ฎ๐˜‚๐—ฐ๐—ต ๐˜€๐—ผ, ๐—ฑ๐—ฎ๐˜€๐˜€ ๐˜„๐—ถ๐—ฟ ๐˜ƒ๐—ผ๐—ป ๐—ž๐—œ ๐—ฎ๐˜‚๐—ฐ๐—ต ๐—ฒ๐—ถ๐—ป๐—ฒ ๐—ด๐—ฎ๐—ป๐˜‡๐—ฒ ๐— ๐—ฒ๐—ป๐—ด๐—ฒ ๐˜‚ฬˆ๐—ฏ๐—ฒ๐—ฟ ๐˜‚๐—ป๐˜€ ๐˜€๐—ฒ๐—น๐—ฏ๐˜€๐˜ ๐—น๐—ฒ๐—ฟ๐—ป๐—ฒ๐—ป ๐—ธ๐—ผฬˆ๐—ป๐—ป๐—ฒ๐—ป.

I realized this again today through a post(https://lnkd.in/ep2gfEwV) about better prompting:

If you feed an AI system with the prompt “๐˜Ž๐˜ฆ๐˜ฏ๐˜ฆ๐˜ณ๐˜ช๐˜ฆ๐˜ณ๐˜ฆ ๐˜ฆ๐˜ช๐˜ฏ ๐˜๐˜ฐ๐˜ต๐˜ฐ ๐˜ท๐˜ฐ๐˜ฏ ๐˜ฆ๐˜ช๐˜ฏ๐˜ฆ๐˜ฎ ๐˜ญ๐˜ฆ๐˜ฆ๐˜ณ๐˜ฆ๐˜ฏ ๐˜ธ๐˜ฆ๐˜ชรŸ๐˜ฆ๐˜ฏ ๐˜™๐˜ข๐˜ถ๐˜ฎ ๐˜ฐ๐˜ฉ๐˜ฏ๐˜ฆ ๐˜ฑ๐˜ช๐˜ฏ๐˜ฌ๐˜ฆ๐˜ฏ ๐˜Œ๐˜ญ๐˜ฆ๐˜ง๐˜ข๐˜ฏ๐˜ต๐˜ฆ๐˜ฏ”, you will get images like this one. And it doesn’t matter whether with Midjourney, Dall-E, etc.

We know similar examples from psychology: “๐˜ฅ๐˜ฆ๐˜ฏ๐˜ฌ ๐˜ฏ๐˜ช๐˜ค๐˜ฉ๐˜ต ๐˜ข๐˜ฏ ๐˜ฆ๐˜ช๐˜ฏ๐˜ฆ๐˜ฏ ๐˜ณ๐˜ฐ๐˜ด๐˜ข ๐˜Œ๐˜ญ๐˜ฆ๐˜ง๐˜ข๐˜ฏ๐˜ต๐˜ฆ๐˜ฏ”…. the classic.

For many years, we have repeatedly used this classic as an example to train positive formulations so that our brain is not “trained” with negative associations.

๐—ž๐—œ ๐—ฏ๐—ถ๐—ฒ๐˜๐—ฒ๐˜ ๐˜‚๐—ป๐˜€ ๐—ป๐˜‚๐—ป ๐—ผ๐—ณ๐—ณ๐—ฒ๐—ป๐—ฏ๐—ฎ๐—ฟ ๐—ฒ๐—ถ๐—ป๐—ฒ ๐˜‚๐—ป๐—บ๐—ถ๐˜๐˜๐—ฒ๐—น๐—ฏ๐—ฎ๐—ฟ๐—ฒ ๐— ๐—ผฬˆ๐—ด๐—น๐—ถ๐—ฐ๐—ต๐—ธ๐—ฒ๐—ถ๐˜, ๐—ฑ๐—ฒ๐—ฟ๐—ฎ๐—ฟ๐˜๐—ถ๐—ด๐—ฒ ๐—™๐—ผ๐—ฟ๐—บ๐˜‚๐—น๐—ถ๐—ฒ๐—ฟ๐˜‚๐—ป๐—ด๐—ฒ๐—ป ๐˜‡๐˜‚ ๐˜๐—ฒ๐˜€๐˜๐—ฒ๐—ป ๐˜‚๐—ป๐—ฑ ๐—ฎ๐˜‚๐—ฐ๐—ต ๐˜‡๐˜‚ ๐˜ƒ๐—ถ๐˜€๐˜‚๐—ฎ๐—น๐—ถ๐˜€๐—ถ๐—ฒ๐—ฟ๐—ฒ๐—ป. ๐—ช๐—ถ๐—ฟ ๐—ธ๐—ผฬˆ๐—ป๐—ป๐—ฒ๐—ป ๐˜€๐—ผ๐˜‡๐˜‚๐˜€๐—ฎ๐—ด๐—ฒ๐—ป ๐˜€๐—ถ๐—บ๐˜‚๐—น๐—ถ๐—ฒ๐—ฟ๐—ฒ๐—ป, ๐˜„๐—ฎ๐˜€ ๐—ป๐—ฒ๐—ด๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—ผ๐—ฑ๐—ฒ๐—ฟ ๐˜‚๐—ป๐—ด๐—ฒ๐˜„๐—ผ๐—น๐—น๐˜๐—ฒ ๐—”๐˜‚๐˜€๐˜€๐—ฎ๐—ด๐—ฒ๐—ป ๐—บ๐—ถ๐˜ ๐˜‚๐—ป๐˜€๐—ฒ๐—ฟ๐—ฒ๐—บ ๐—š๐—ฒ๐—ต๐—ถ๐—ฟ๐—ป ๐—ผ๐—ฑ๐—ฒ๐—ฟ ๐˜‚๐—ป๐˜€๐—ฒ๐—ฟ๐—ฒ๐—บ ๐—š๐—ฒ๐˜€๐—ฝ๐—ฟ๐—ฎฬˆ๐—ฐ๐—ต๐˜€๐—ฝ๐—ฎ๐—ฟ๐˜๐—ป๐—ฒ๐—ฟ ๐—ฎ๐—ป๐˜€๐˜๐—ฒ๐—น๐—น๐—ฒ๐—ป.

How realistic that is – no idea. Probably not very. Nevertheless, I experimented with image AI for quite a while today and was able to directly visualize many cases in which I would have lured my brain onto a similarly wrong track.

For me at least, this was/is very exciting because AI is essentially modeled on the human brain – and therefore also makes similar mistakes.

๐—จ๐—ป๐—ฎ๐—ฏ๐—ต๐—ฎฬˆ๐—ป๐—ด๐—ถ๐—ด ๐—ฑ๐—ฎ๐˜ƒ๐—ผ๐—ป ๐—ถ๐˜€๐˜ ๐—ฎ๐˜‚๐—ฐ๐—ต ๐—ฑ๐—ฎ๐˜€ ๐—น๐—ฒ๐—ถ๐—ฑ๐—ฒ๐—ฟ ๐˜„๐—ถ๐—ฒ๐—ฑ๐—ฒ๐—ฟ ๐—ฒ๐—ถ๐—ป๐—ฒ๐˜€ ๐˜ƒ๐—ผ๐—ป ๐—บ๐—ถ๐˜๐˜๐—น๐—ฒ๐—ฟ๐˜„๐—ฒ๐—ถ๐—น๐—ฒ ๐˜‚๐—ป๐˜‡๐—ฎฬˆ๐—ต๐—น๐—ถ๐—ด๐—ฒ๐—ป ๐—•๐—ฒ๐—ถ๐˜€๐—ฝ๐—ถ๐—ฒ๐—น๐—ฒ๐—ป ๐—ฑ๐—ฎ๐—ณ๐˜‚ฬˆ๐—ฟ, ๐—ฑ๐—ฎ๐˜€๐˜€ ๐—บ๐—ฎ๐—ป ๐˜€๐—ถ๐—ฐ๐—ต ๐—ป๐—ถ๐—ฐ๐—ต๐˜ ๐—ฎ๐˜‚๐—ณ ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜๐˜€ ๐˜‚๐—ป๐—ฑ ๐—ฑ๐—ฒ๐—ฟ๐—ฒ๐—ป ๐—˜๐—ฟ๐—ด๐—ฒ๐—ฏ๐—ป๐—ถ๐˜€๐˜€๐—ฒ ๐˜ƒ๐—ฒ๐—ฟ๐—น๐—ฎ๐˜€๐˜€๐—ฒ๐—ป ๐—ธ๐—ฎ๐—ป๐—ป. ๐—ช๐—ฎ๐˜€ ๐—ต๐—ถ๐—ฒ๐—ฟ ๐—ผ๐—ณ๐—ณ๐—ฒ๐—ป๐˜€๐—ถ๐—ฐ๐—ต๐˜๐—น๐—ถ๐—ฐ๐—ต ๐—ถ๐˜€๐˜, ๐—ธ๐—ฎ๐—ป๐—ป ๐—ฏ๐—ฒ๐—ถ ๐—ฎ๐—ป๐—ฑ๐—ฒ๐—ฟ๐—ฒ๐—ป ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜๐˜€ ๐˜€๐—ฐ๐—ต๐—ป๐—ฒ๐—น๐—น ๐—ถ๐—ป๐˜€ ๐—”๐˜‚๐—ด๐—ฒ ๐—ด๐—ฒ๐—ต๐—ฒ๐—ป…

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