The Future of Search: Generative AI and Time Management
Hatched by Kazuki Nakayashiki
Sep 16, 2023
4 min read
12 views
The Future of Search: Generative AI and Time Management
In today's digital age, search engines have become an integral part of our lives. Whether we're looking for information, products, or entertainment, we rely on search engines to provide us with relevant results. However, have you ever stopped to think about how search engines actually work and if there's a better way?
"The next Google search engine will be Generative AI." This bold statement challenges the traditional search engine design that we've grown accustomed to. It suggests that the way search engines currently operate is not necessarily the best way to search, but rather a result of the technology available in the late 1990s. We have become stuck in a paradigm that may no longer serve us optimally.
The content we consume has evolved significantly over the years. We now consume a lot of information in graph form through social networks, data streams via social feeds, video content on platforms like YouTube and TikTok, and authoritative knowledge from sources like Wikipedia. Additionally, the rise of ecommerce and the proliferation of apps have further diversified the types of content we engage with.
Instead of relying on a massive database and searching through it, the concept of generative AI suggests using the database as training data for a neural network. Trained models, despite their impressive capabilities, are relatively small compared to the vast amount of training data available. For example, Stable Diffusion, a popular generative AI model, is only around 2 gigabytes in size, whereas the training data it is based on amounts to a staggering 100 terabytes.
Imagine a world where instead of searching for something and scanning through multiple results, we could simply generate the answer we're looking for. This revolutionary approach would completely transform the user experience and bypass the distribution monopoly and advertising business of incumbent search engines. While training a generative AI model may be expensive, the cost of running it is negligible compared to the infrastructure required to maintain traditional search engines.
Now, let's shift our focus to the realm of time management. TickTick, a popular productivity app, has emerged as a powerful tool for individuals seeking to enhance their productivity and enjoy life. The team behind TickTick is driven by a deep belief in the art of time management and a passion for building a product that is simple yet effective.
For over a decade, the TickTick team has dedicated themselves to developing innovative features and improving the app's stability and smoothness. They place great value on the user experience and continuously strive to meet the ever-evolving needs of their users. It is the users themselves who serve as an inexhaustible source of inspiration and motivation for the team's growth.
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