Startling AI results.


Shocking might be a better word. So I asked Google AI “what is the weak link in this system: a,b,c,d?” And I listed my streamer/dac, amp, speakers, and cables.  No hesitation— the weak link was my speakers. Though good, they were older and couldn’t resolve to the level of my streamer and amp.  

Then I changed one word; instead of “what’” I said “which is the weak…” again no hesitation, but this time it was the streamer.  The speakers were excellent and would mercilessly (their word) expose any weakness upstream.  
 

Then “who is the weak…”. Any guesses? The cables. 
 

I’ll remember this next time I seek medical or financial advice, lol. 
 

 

tomaswv

There is also the concept of prompting for great prompts.  Interview the AI agent and ask it what questions you need to answer for it to best answer your question.  Something like “If I were to ask you to find the weak link in my audio system what questions would you ask me to build a prompt to help you answer the question”.  I got this set of questions in a templates format from Gemini.

Copy and paste this template into your prompt, filling in as much detail as possible. The more blanks you complete, the more precise the diagnostic will be.

1. The Hardware Ecosystem

Speakers (Make & Model): [___]

Subwoofer(s) (Make, Model, & Quantity): [___]

Amplification (Integrated or Separates, Make & Model): [___]

Digital Source (Streamer, Transport, DAC): [___]

Analog Source (Turntable, Cartridge, Phono Stage): [___]

2. The Room and Positioning

Room Dimensions (L x W x H): [___]

Room Layout (Closed room, open-concept, L-shaped, etc.): [___]

Speaker Placement (Distance from front/side walls, distance apart): [___]

Listening Position (Distance from speakers): [___]

General Acoustics (Reflective/Hard vs. Damped/Soft): [___]

Treatments & DSP (Acoustic panels, bass traps, room correction software): [___]

3. Infrastructure

Interconnects (Make/Model, RCA vs. XLR): [___]

Speaker Cables (Make/Model): [___]

Power Delivery (Standard wall outlet, power conditioner, dedicated circuit): [___]

4. The Subjective Gap

System Strengths (What it already does well): [___]

The Symptoms (What feels constrained, e.g., muddy bass, harsh treble, flat soundstage): [___]

Reference Material (Specific tracks/genres where the system struggles): [___]

Primary Goal (What you want to achieve with the next upgrade): [___]

AI is like talking to a 6 year old all it knows is wht it is told or the parameters that it is given. Ask all of them or just 2 the same question and you will get different answers. Ai might be great for computing but for everyday stuff it's a big miss....

I’m not sure what percentage of folks are using free version of AI vs paid services.  There is a world of difference between free and paid.   Exponentially.   Free just touches a subject.  Paid digs deep, reasons and much much more.  I use paid versions of ChatGPT, Gemini and Claude.   Not going back to free.  Makes no sense to go back to the Stone Age. May drop one at some point.  You can feed it lots of variables with one request and or comments. Comes back a fair amount of info and from there continue the chat and go further into the subject.   If you are on a long chat focused around one subject, and you’re ready to wrap up the chat, tell it to give you a summary in table format, produce a pdf file using color. Sums it nice and tidy.  And thats using AI lightly.  

The latest warning about AI is that large language models may escape their boundaries and no longer be under our control. It's much like sewage, if you store enough of it the gas pressure will cause an explosion. I asked Google the meaning of the word Morrow, it said that the word described the indigenous Muslim people of the Philippines.

I was gobsmacked. It means the advent of a dawn.

I’m wondering if AI queries can be written using Boolean string structures. I am not an AI user but have used old fashioned search methodologies extensively for work. Does anyone out there know of the applicability?