How to Work with Designers: Seeing Like an Algorithm
Hatched by Kazuki Nakayashiki
Sep 26, 2023
4 min read
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How to Work with Designers: Seeing Like an Algorithm
In today's digital landscape, two key elements have become increasingly vital for businesses to thrive: understanding the value for the end user and harnessing the power of algorithms. These elements may seem unrelated at first glance, but when it comes to working with designers and designing apps, they intersect in intriguing ways.
Designers, especially those with more seniority, have a deep-rooted focus on the user. They think and operate in the mindset of the end user, considering their needs, preferences, and overall user experience. For designers, the vision and strategy of a product are of utmost importance. If they do not fundamentally agree with the direction the company is taking, they can become frustrated and their work may suffer as a result.
To truly connect with designers and unlock their potential, caring about the details is crucial. Designers appreciate when their work is valued and when the smallest nuances are acknowledged. This attention to detail shows that the company not only understands the designer's perspective but also respects their craft. When designers feel valued, they are more likely to go above and beyond to create exceptional user experiences.
Now, let's shift our focus to algorithms and their relevance in today's competitive landscape. Algorithms, particularly those powered by machine learning, have become a game-changer for companies across all industries. The accuracy and effectiveness of these algorithms can give a company a significant advantage over its competitors.
Take TikTok, for example. While many may assume that TikTok's algorithm is a groundbreaking innovation, experts in the field doubt that it has made hitherto unknown advances in machine learning recommendation algorithms. Instead, the magic lies in the closed loop of feedback that TikTok has created. This feedback loop inspires and enables the creation and viewing of videos, which in turn trains the algorithm to deliver personalized recommendations.
When designing an app or any platform that relies on algorithms, it is essential to consider how to best serve the algorithm. This may seem counterintuitive, as the primary focus should be on serving the user. However, by prioritizing the needs of the algorithm, you can ultimately serve the user more effectively. Designing with the algorithm in mind means creating an environment that allows the algorithm to "see" and understand user preferences.
For instance, TikTok's algorithm-friendly design begins even before a video is sent to a user's device. Human operators watch and add relevant tags or labels to each video, providing valuable signals to the algorithm. Additionally, TikTok's camera filters are designed to track human faces, hands, or gestures, invoking vision AI at the point of creation. Every element of the design, from the scrolling feed to the explicit positive feedback mechanisms, serves the purpose of helping the algorithm gauge user sentiment accurately.
Algorithm-friendly design does not have to be user-hostile. On the contrary, it takes a different approach to serving the user's interests. The goal of any design is to help the user achieve a specific end, and reducing friction is often consistent with that goal. However, it is important to note that minimizing friction is not the sole focus. Sometimes, friction can be necessary to guide users towards their desired outcomes.
In today's software era, true competitive advantages are increasingly illusory. Most software features or UI designs can be easily replicated by competitors overnight. The real magic lies in how every element of a design and its processes connect to create a dataset with which the algorithm trains itself to peak performance. This requires an understanding of how the flywheel works and a commitment to align every element and process towards a single purpose and goal.
To summarize, working with designers and designing algorithm-friendly apps go hand in hand. By valuing the details and understanding the user-centric mindset of designers, companies can unlock their full potential. Simultaneously, by designing with the algorithm in mind and creating an environment that allows it to "see" and understand user preferences, companies can deliver personalized experiences that truly serve the user's interests.
Before we conclude, here are three actionable pieces of advice:
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Foster open communication and collaboration between designers and other teams in the company. By involving designers in discussions about the product vision and strategy, you can ensure alignment and avoid potential frustrations down the line.
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Invest in understanding the algorithms that power your platform or product. Even if you're not directly involved in the field of machine learning, having a basic understanding of how algorithms work and how they can be trained will give you a competitive edge.
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Continuously iterate and optimize your design and processes to align with the goals of your algorithm. Regularly analyze user data, feedback, and engagement metrics to identify areas for improvement and refine your design to better serve both the algorithm and the end user.
In conclusion, the intersection of working with designers and designing algorithm-friendly apps presents a unique opportunity for businesses to thrive in today's competitive landscape. By valuing the user-centric mindset of designers and understanding the power of algorithms, companies can create exceptional user experiences that set them apart from the competition. The key lies in connecting every element of the design and its processes, aligning them towards a single purpose and goal.
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