Will AI. Minimize the Design differences of audio

A.I. is still a very poor substitute for precision engineering. No telling if it will cover the gap anytime soon, but it’s definitely not a given. There are certainly questionable audio designers making questionable things out there, and A.I. might help them - but the fact someone would use A.I. to help design a circuit should be a red flag they don’t know what they’re doing, OR that what they were doing is extremely simplitsic and already copied / known everywhere. 

Unfortunately our hobby is a bit like the Garfield Mondays gag - every time you think the landscape in here can’t get any worse, it does :(

Higher prices AND wonky A.I. design? No thanks. 

A.I will makes the general population  completely dumb...

@mahgister (agon's at-mentions are wonky again) This is a real fear. EVERY generation before us has had thier own "thing" which they thought would kill society - but yeah, this one is a bit frightening. 

Congratulation for your magnificent Tannoy...

I like your system....

No. Because there. Are many flavors of the desired “ideal“ sound.

A.I. is tool that can primarily improve speed and accuracy in completing a task.  In one medical field study, ChatGPT outperformed doctors in diagnosing medical conditions from case reports (i.e., improved accuracy), and did it quicker (i.e., speed).  In my technical/engineering field, we are considering an internal A.I. tool based on our 60 years of documented experience. 

Therefore, yes, I fully expect A.I. could be used to generally improve audio designs but there will still need to be a designer with a personal vision who can interpret the A.I. results and utilize them to avoid pitfalls and possibly learn from what others have done previously.  Somebody has to listen to prototypes and decide what the final product will sound like.  Also, there is probably enough misinformation related to audio that even A.I. will not get it right all the time.

As a tool A.I. will be and is already miraculously useful...

As an "agent" accompanying the life of people and coaching them it would be catastrophic...

 His effects on the human social fabric will be like the effect of a nuclear bomb on a forest...

Read this to understand :

«People outside the field are often surprised and alarmed to learn that we do not understand how our own AI creations work. They are right to be concerned: this lack of understanding is essentially unprecedented in the history of technology.»Dario Amodei designer of "claude"

https://publicservicesalliance.org/wp-content/uploads/2025/04/Dario-Amodei-%E2%80%94-The-Urgency-of-Interpretability.pdf

I studied linguistics...

Be sure that the statistical engine of A.I. hack the deep psycho-mechanism inside language described as "binary tensors" by Gustave Guillaume in 27 vol.

Then A.I. can develop an artificial "ego" as a baby is socializesd as an "ego" thanks to the deep psycho-mechanisms of language...

Put the baby with apes or wolfes, he will never speak till his death passed the treshold of few years of brain plasticity...

A.I. is a plastic engine hacking human speech and able to develop an artificial ego as the first person of the indicative  will push it to identify with...Then lying will be next... Survival of what he identify with  next.... Etc....

I will not speak about the ways oligarch  will use it to control for themselves flows of money and people... It did not ask a big brain to  see this coming this year with new digital centralized money system....

For music, what we call our taste is merely the inner ears measures and our own sound history, it will be easy to set a super Acoustics A.I. expert making any system in any room perfect for specific ears/brain...it is almost there... read Dr. Edgar Choueiri to understand how...