Artificial Intelligence
Why AI Can Know Your Interests but Miss Your Feelings
Messages can reflect what you want without resolving your ambivalence.
Posted October 2, 2026 Reviewed by Tyler Woods
Key points
- Personalized messages can identify what attracts us without revealing what makes us hesitate.
- Ambivalence often means weighing a desired gain against something we fear losing.
- Framing can shift decisions by emphasizing gains or losses even when the options stay the same.
- More information may not resolve uncertainty when the real conflict is between priorities.
Personalized messages may reflect what we want without addressing why we hesitate.
You have been looking at a course that could help your career. Soon, advertisements appear in your feed. They mention skills you want to develop, describe opportunities in your industry, and suggest that your next chapter is within reach. The messages seem relevant. You still do not sign up.
Perhaps you want to progress but feel exhausted by the prospect of proving yourself again. Perhaps you are interested in leadership but reluctant to lose the parts of your job you enjoy. The course offers a clear next step when you are uncertain whether you want to continue in that direction.
The message recognizes an interest. The decision involves a conflict.
Marketing entrepreneur Furkat Kasimov, founder of AppLayerAI, argues that AI marketing would benefit from greater attention to the psychology behind consumer decisions. His perspective raises a useful question: How much does recognizing someone’s interests tell us about what makes choosing difficult?
Personalized communication can feel accurate and incomplete at the same time. What attracts our attention does not necessarily reveal the competing feelings that make acting on that interest difficult.
We Can Want Something And Resist It
Imagine two people researching the same qualification. Both compare fees, explore the syllabus, and read graduate testimonials. One feels excited about a promotion. The other worries about being left behind.
Even those descriptions may be too simple. The excited person might also fear becoming responsible for other people’s performance. The worried person might resent the expectation of constantly acquiring new skills. Each could be moving toward something desirable while trying to protect something already valued.
This is ambivalence: holding conflicting feelings or evaluations about the same possibility. In these examples, hesitation makes sense. Progress could bring opportunity, but it could also threaten time, confidence, or a familiar professional identity.
A message that addresses only the appealing side may leave the difficult part untouched. More encouragement to advance does little to resolve uncertainty about what advancement would cost.
AI can incorporate psychological information. Research has demonstrated the potential for large language models to generate personalized persuasive messages based on recipients’ characteristics. That does not establish that a particular message has accurately identified someone’s conflicting motives.
A useful question is: “What do I want here, and what am I reluctant to give up?” Both answers deserve attention.
The Message Selects Part Of The Story
Consider two ways to describe that course: “Prepare for your next opportunity” and “Keep your skills from becoming outdated.” The first brings a possible gain into view. The second highlights something that might be lost.
Kasimov’s argument emphasizes how a message frames a choice. The psychological question extends beyond whether that framing attracts a response: Which concern does it bring into focus, and which considerations remain unaddressed?
Research on decision framing showed that preferences between risky and certain options could shift when equivalent outcomes were described in terms of gains or losses. Presentation can influence judgment even when the underlying possibilities remain unchanged.
This does not establish that warnings always persuade more effectively than encouragement. It invites us to notice which interpretation a message encourages. Are we considering an opportunity, defending against a threat, or trying to avoid anticipated regret?
An advertisement about outdated skills might resonate with an existing worry. Resonance alone does not tell us whether that worry is proportionate or whether the course would address it.
Try describing the choice without the advertisement’s language. What would change if you accepted? What would remain unresolved? What might you gain by declining?
Sometimes We Need Priorities Before Options
A difficult decision can look like an information problem. We keep searching because another detail might finally make the answer obvious.
Sometimes it does. But imagine choosing between two jobs when one offers greater status and the other offers more time at home. Additional facts may help, yet the central question could remain: What matters most at this point in your life?
Kasimov also highlights choice overload as a consideration in designing AI marketing messages. That is a useful starting point, although reducing the number of options does not necessarily resolve uncertainty about what someone wants.
Research cautions against simple rules. A meta-analysis of choice overload found an average effect close to zero across the included experiments, alongside considerable variation. More options are not uniformly harmful; their effects depend on the circumstances.
The practical distinction is between needing to know more about the alternatives and needing to understand your priorities. Personalized recommendations may help with the former while leaving the latter open.
Before requesting another list, ask what information could realistically change your decision. You may discover a trade-off that further searching cannot resolve.
Feeling Recognized Is a Starting Point
Communication that reflects our interests can introduce possibilities we have overlooked or help us put a concern into words. But recognizing one part of our experience does not resolve the rest.
“You want to progress” may be true alongside “You need a period of stability.” A useful decision needs room for both.
When a message feels personal, consider what it captures and what it leaves out. Its recommendation may fit. Your hesitation may also contain information the message never asked for.
Sometimes the most helpful next step is to understand what makes saying yes difficult.
