AI: First New UI Paradigm in 60 Years - The Hooked Model: A Guide to Building Habit-Forming Products
Hatched by Kazuki Nakayashiki
Aug 31, 2023
4 min read
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AI: First New UI Paradigm in 60 Years - The Hooked Model: A Guide to Building Habit-Forming Products
In the world of computing, user interfaces (UI) have evolved over time to enhance user experiences and improve usability. From the early days of batch processing to the dominance of graphical user interfaces (GUI), we are now on the verge of a new UI paradigm with the rise of artificial intelligence (AI). AI is introducing the third UI paradigm, shifting the locus of control and revolutionizing user interactions.
The first UI paradigm, batch processing, emerged around 1945. Users would specify a complete workflow for the computer to execute, without any back-and-forth communication. The UI was a single point of contact, usually a batch of punched cards. However, this paradigm lacked interactivity and limited the user's ability to modify commands based on the evolving situation.
The second UI paradigm, command-based interaction, came into play around 1964 with the advent of time-sharing. Users and computers would take turns, with one command executed at a time. This allowed for more flexibility, as users could reassess the situation and modify future commands accordingly. The GUI, which dominated the UX world for about 40 years, was born with the launch of the Macintosh in 1984.
Now, AI systems like ChatGPT are shaping up to launch the third UI paradigm in computing history. This new paradigm is characterized by intent-based outcome specification. Instead of telling the computer how to do something, users now tell the computer what outcome they desire. The AI system then leverages its capabilities to fulfill the user's intent, reversing the locus of control.
This shift in UI paradigm brings about significant implications. The current chat-based interaction style, although innovative, requires users to articulate their problems as prose text. However, based on recent literacy research, it is estimated that half the population in rich countries may struggle to effectively communicate with AI bots. This highlights the importance of improving the usability of AI systems, as better usability can be a significant competitive advantage.
While AI introduces a new UI paradigm, it does not completely eliminate the previous ones. The second UI paradigm, command-based interaction, will likely survive in a less dominant role. Clicking or tapping on screens remains an intuitive and essential aspect of user interaction that should not be overlooked. Future AI systems may incorporate a hybrid UI that combines elements of intent-based and command-based interfaces while retaining GUI elements.
In the realm of building habit-forming products, the Hooked Model provides a valuable framework. This model helps create products that prompt users to return and engage repeatedly without relying on costly advertising or aggressive messaging. The Hooked Model consists of four components: triggers, action, variable reward, and investment.
Triggers play a crucial role in getting users to the product. External triggers, such as notifications or calls to action, grab users' attention and lead them to the product. Internal triggers, on the other hand, tap into users' internal motivations and desires, driving them to seek out the product.
Once users are triggered, the next step is to encourage an action. The action should be the simplest behavior that users can perform in anticipation of a reward. By making the desired action easy and effortless, users are more likely to engage with the product.
Variable reward is another key component of the Hooked Model. The reward should be fulfilling, but it should also leave users wanting more. By introducing variability in the rewards, users become hooked and feel compelled to return for the next reward.
Finally, the investment component involves getting users to put in a bit of work to increase the likelihood of returning. This could be through personalization, customization, or any form of effort that creates a sense of ownership and attachment to the product.
By combining the principles of the Hooked Model with the new AI-driven UI paradigm, product managers and designers can create even more compelling and habit-forming experiences. Here are three actionable pieces of advice to incorporate into product development:
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Understand user motivations: Dive deep into understanding what motivates your target users. By identifying their internal triggers, you can design experiences that resonate and drive them to return. Conduct user research, gather feedback, and iterate to align your product with user motivations.
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Simplify actions: Make it incredibly easy for users to take action within your product. Remove any friction or barriers that may deter users from engaging. The simpler the action, the more likely users will perform it and continue using your product.
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Leverage AI capabilities: Explore how AI can enhance your product's rewards and personalization. AI can analyze user data, preferences, and behaviors to deliver tailored and variable rewards. This can create an addictive experience that keeps users coming back for more.
In conclusion, the rise of AI is introducing the third UI paradigm in computing history. This shift to intent-based outcome specification revolutionizes the way users interact with computers. However, it does not render previous UI paradigms obsolete. As we embrace this new UI paradigm, we can also leverage frameworks like the Hooked Model to build habit-forming products that keep users engaged. By understanding user motivations, simplifying actions, and leveraging AI capabilities, product designers can create compelling experiences that stand out in an AI-driven world.
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