![[ Ai + human ] Vs [ Same Ai + skilled human ] - Engineering Perspective](https://preview.redd.it/hu7ja0l7jhug1.jpg?width=140&height=76&auto=webp&s=1c65c695703ecb208ece1a89bfa869a690e7f271)
[ Ai + human ] Vs [ Same Ai + skilled human ] - Engineering Perspective
I recently received a technical specification for a 200kHz radio system (you will spot the problem instantly , but AI didn't ) . On the surface, the document looked flawless—properly formatted, full of industry jargon, and clearly generated by a high-end LLM.
But as an engineer with 27 years in the field, I spotted the "hollow" center within seconds.
The document was 1 page long, it never once mentioned a Link Budget. It didn't specify the Transmitter Power (e.g., 10dBm). It didn't account for path loss or the receiver's noise floor.
To a layman, the AI gave them a "complete" plan. To a seasoned RF engineer, it gave them a physical impossibility.
The Multiplier Effect: $Skill \times AI$
We often talk about AI replacing people, but we aren't talking enough about how AI amplifies the gap between the amateur and the expert.
The Unskilled + AI: They use AI to generate knowledge they don't have. They don't know that a 200kHz link is meaningless without a link budget, so they don't ask for it. The result is a "flat" specification—it looks like a plan, but it won't work in the real world.
The Skilled + AI: We use AI to accelerate the expertise we already possess. We don't ask the AI "what is a transmitter?" We tell the AI: "Calculate the link budget for a 200kHz system at 10dBm with a -110dBm sensitivity requirement in an urban noise environment."
AI is a Mirror, Not a Guru
The AI is not yet "ready" to tell a client their specification is incomplete. It is a tool that fulfills a prompt. If the prompt lacks the "engineering punch"—the specific constraints like power levels, impedance matching, or thermal limits—the AI will happily hallucinate a generic solution.
The "50 Missing Things":
In any professional specification, there are 50 nuances that only come from years in the lab with an oscilloscope and a VNA. If you don't know those 50 things exist, you can't prompt for them.
The Verdict
Skill doesn't just "matter" in the age of AI; it has become the ultimate differentiator.
If you are using AI to hide a lack of fundamental knowledge, the mask is paper-thin to anyone who actually knows the physics. But if you are an expert using AI to handle the heavy lifting, your "punch" becomes exponential.
True authority isn't about the tool; it’s about having the wisdom to know what’s missing from the output.
#RFEngineering #HardwareDesign #AI #EmbeddedSystems #TechLeadership #EngineeringExcellence #LinkBudget #ElectronicsEngineering
