The Ratio Shift
Human attention is scarce. Background AI will keep growing.
There’s a ratio between “AI that talks to humans” (chatbots, copilots, interfaces) and “AI behind the scenes” (pipelines, agents, automation).
Most AI discourse still focuses on the human-facing side. Chatbots. Assistants. Copilots. Those interfaces matter, but they cannot absorb all the work because human attention is fixed.
AI capability is expanding. More work will move into the background: classification, extraction, routing, summarization, synthesis, QA, monitoring, and escalation.
The Inevitable Direction
Today: [Human-facing AI ████████] [Background AI ██]
Tomorrow: [Human-facing AI ██] [Background AI ████████████████]More will happen without direct human attention. Not because humans disappear, but because there is only so much attention to go around.
Why This Matters for Taste
Here is the key point: all of it carries judgment.
Every pipeline, agent, and automated decision embodies a point of view. Without explicit taste, the default point of view is generic: whatever the model, vendor, or implementation happens to produce.
With encoded taste, the judgment becomes yours: your constraints, your standards, your escalation rules, and your definition of good.
The Bottleneck Shifts
| Era | Bottleneck |
|---|---|
| Pre-AI | ”Can we build it?” |
| Early AI (2023) | “Can we build AI?” |
| Current | ”Do we know what good looks like?” |
| Future | ”Is our taste encoded and deployed?” |
The companies that win will not be the ones with the most AI. They will be the ones whose AI embodies coherent judgment.
Implication
Do not only think about chatbots. Think about all the decisions and outputs happening without direct human attention.
- How are leads being qualified?
- How are support tickets being triaged?
- How are documents being summarized?
- How are recommendations being generated?
Each is a taste deployment opportunity. Each either embodies your judgment or defaults to someone else’s.
The Strategic Question
Not “should we build a chatbot?” but:
“What decisions are being made without human attention, and whose taste are they embodying?”