This is an excellent rebuttal to this optimistic fast company promotional piece.
This substitution is framed as helpful. It is not. A system that acts on your behalf before you act is not honoring your will but preempting it. It removes friction not only from the user experience but also from the process of deliberation itself. The user’s intent is transformed from a sovereign expression into a probabilistic guess, something that can be acted on, recombined, and monetized without consent, so long as it feels approximately correct.
Perhaps the most dangerous fallacy is the suggestion that these systems become more aligned with the individual simply because they feel more responsive. But responsiveness is not representation. Suggesting a reply to your message is not the same as understanding your intention. Auto-generating a personalized shopping experience is not the same as respecting your autonomy. These features give the appearance of alignment while removing the need to involve the human. You don’t decide. You react. And your reaction becomes the next input for further inference.
This is the architecture of inferred intention. It does not wait for consent or solicit clarity. It treats behavioral data as a proxy, prediction as authorization, and automation as alignment. It is not malicious in appearance but profoundly disempowering in design.
We must follow the incentives, not the language, to understand why the false intention economy is accelerating. Despite claims of user empowerment, the current system is not driven by human needs. It is driven by the needs of the platforms, systems, and institutions that benefit most from replacing human will with model-ready abstraction and behavior. The more predictable we become, the more efficiently we can be monetized. The more our choices are simulated, the easier it becomes to route us through pre-designed outcomes.
An example of probabilistic intention modeling is the auto-complete that our text message apps already have.
To what degree does the messenger app suggesting a response warp our actual responses? Instead of typing something out with my own brain, I just click one of the three options provided to me.
I've mostly resisted using these autocompletes (only use it for spelling, not for full responses.) I, for one, hope to maintain my humanity. I wonder what others will choose?
You may be correct with the above enumerated statement on how Ai models are gradually replacing human usefulness, but we shouldn't neglect the fact that AI models have also brought numerous positive impacts to human existence across various domains and here are some key ones:
AI helps in early disease detection (e.g., cancer, Alzheimer's).
Assists in drug discovery and personalized treatment plans.
Supports doctors with diagnostic tools and medical imaging analysis.
Automates repetitive tasks, allowing humans to focus on complex, creative work.
Enhances productivity in industries like manufacturing, logistics, and finance.
AI analyzes large datasets to provide insights and forecasts.
Helps in areas like climate modeling, economics, and urban planning.
Speech-to-text, real-time translation, and smart assistants improve communication for people with disabilities.
Tools like AI-powered prosthetics and vision aids enhance independence.
Personalized learning through adaptive tutoring systems.
Automated grading and content recommendations for educators and students.
AI models predict natural disasters and track climate change effects.
Supports sustainable practices in agriculture and resource management.
AI helps detect fraud, cyber threats, and improve surveillance.
Enhances public safety through predictive policing and emergency response systems.
In this case, what have you got to say? 🤷