The Best Intelligence is Invisible

- Karthikeshwar

Title based on the famous quote:

“The best sales is hidden” - Peter Theil (from the startup Bible ‘Zero to One’)

ℹ️ ~A~I

“The percentage of Intelligence that is not human is increasing. And, eventually, we will represent a very small percentage of Intelligence.”

If ‘artificial’ will be the dominating Intelligence, let’s just call it Intelligence then.

📉 Unevenly Distributed

Your iPhone has more compute power than NASA had when it landed on the moon.

Your bike has much less. Your car, even a modern one has some collision sensors and lane assist, if you’re lucky. But most of the 1.19 million road deaths per year happen in vehicles that have essentially zero embedded intelligence.

The Intelligence is wildly, dangerously unevenly distributed. We put it where it’s been convenient, interesting, or money-making. Not according to priority of importance (like saving lives!). So we need more appropriately distributed Intelligence.

🧅 Onion Layers of Intelligence

From base to the top:

v. Memory: The calculator. Store and retrieve.
vi. Mathematical: The computer. Compute deterministically.
iii. Probabilistic: ML. Learn without being explicitly programmed.
ii. Natural language: LLMs. Pass the Turing test.
i. Agentic: Act on the world. AI agents are the earliest form. Can be robotic as well (this layer itself can be divided further - we’ll get into that in another article).

It’s roughly like the Von-Neumann architecture for Intelligence.

🔇 Passive vs Active Intelligence

AAI (Active AI):

✅ Relevant in some cases, where the product is AI-first. It’s where AI is the main participant/communicator/source of information of the interface.

❌ But not relevant in most other cases, where there is a glowing AI button “on your face”. Obviously driven by need to push/market/or just show off.

PAI (Passive AI):

“Intelligence baked-in”. Invisible Intelligence.

It’s like how cybertruck doesn’t have a body frame but the exoskeleton does the job. Apple’s iOS shows “This person called you 3 times recently” before you call them back.

My project, RxID.in, is a prescription verification platform for doctors, pharmacists, patients. Most of Intelligence in it is passive: drug review before submission, patient history surfaced at the right moment, plain-language explanations generated once and always visible. No “AI tab.” No glowing button. The product just knows things and shows them when relevant.

That’s the design of the near future.

Notes

The concept of ambient intelligence has been around since the 1990s - coined by researchers who imagined environments that adapt to human presence without demanding attention. It was mostly an IoT and sensor story back then. But the idea applies just as cleanly to software, now more than ever.
This article was written on 17 May, 2026.