Friends of the community, I have recently had some new ideas.
text
Friends of the community, I have recently had some new ideas.
new_line
new_line
Some time ago, I came across a research analysis from two investors at a16z. In the past year of 2025, ChatGPT actually tried to promote some new AI functions in fields such as shopping, but in fact, the effect was not good.
text
Some time ago, I came across a research analysis from two investors at a16z. In the past year of 2025, ChatGPT actually tried to promote some new AI functions in fields such as shopping, but in fact, the effect was not good.
new_line
new_line
I think the fundamental reason lies in the user's mindset, or rather, the user's interaction logic in vertical fields. The most prominent and distinctive feature of ChatGPT is that all-encompassing dialogue box, which is also a common problem with many homogeneous AI products nowadays (it seems that without a dialogue box, the AI's capabilities are sealed off).Although it can be adapted to many scenario fields, it will appear very boring in more vertical scenarios
text
I think the fundamental reason lies in the user's mindset, or rather, the user's interaction logic in vertical fields. The most prominent and distinctive feature of ChatGPT is that all-encompassing dialogue box, which is also a common problem with many homogeneous AI products nowadays (it seems that without a dialogue box, the AI's capabilities are sealed off).Although it can be adapted to many scenario fields, it will appear very boring in more vertical scenarios
new_line
new_line
Ask yourself, would you prefer the image-text waterfall flow interaction in shopping scenarios like Xiaohongshu, or the monotonous search box of ChatGPT? The answer is actually obvious from the start.
text
Ask yourself, would you prefer the image-text waterfall flow interaction in shopping scenarios like Xiaohongshu, or the monotonous search box of ChatGPT? The answer is actually obvious from the start.
new_line
new_line
For all vertical scenarios, the interaction logic was already very well-developed before the emergence of AI. The user experience brought by such interaction logic is definitely not something that a single dialogue box can replace.
text
For all vertical scenarios, the interaction logic was already very well-developed before the emergence of AI. The user experience brought by such interaction logic is definitely not something that a single dialogue box can replace.
new_line
new_line
And if we want to create a good AI product in a vertical field, we should think more about how to silently embed the powerful capabilities of AI into the original interaction, and continuously iterate to provide users with a better experience.@lilianweng@clem@AdinaY
text
And if we want to create a good AI product in a vertical field, we should think more about how to silently embed the powerful capabilities of AI into the original interaction, and continuously iterate to provide users with a better experience.@lilianweng@clem@AdinaY
Friends of the community, I have recently had some new ideas.

Some time ago, I came across a research analysis from two investors at a16z. In the past year of 2025, ChatGPT actually tried to promote some new AI functions in fields such as shopping, but in fact, the effect was not good.

I think the fundamental reason lies in the user's mindset, or rather, the user's interaction logic in vertical fields. The most prominent and distinctive feature of ChatGPT is that all-encompassing dialogue box, which is also a common problem with many homogeneous AI products nowadays (it seems that without a dialogue box, the AI's capabilities are sealed off).Although it can be adapted to many scenario fields, it will appear very boring in more vertical scenarios

Ask yourself, would you prefer the image-text waterfall flow interaction in shopping scenarios like Xiaohongshu, or the monotonous search box of ChatGPT? The answer is actually obvious from the start.

For all vertical scenarios, the interaction logic was already very well-developed before the emergence of AI. The user experience brought by such interaction logic is definitely not something that a single dialogue box can replace.

And if we want to create a good AI product in a vertical field, we should think more about how to silently embed the powerful capabilities of AI into the original interaction, and continuously iterate to provide users with a better experience.@lilianweng@clem@AdinaY
👍
Fishtiks John6666 Nicknam Voin3010
6787f6033d342e4cc8d8c6cc
https://cdn-avatars.huggingface.co/v1/production/uploads/noauth/BapzHmY4xylemybaIjAEn.jpeg
Joseph Robert Turcotte
Fishtiks
user
655ee936b11e49dd1fe20bd0
https://cdn-avatars.huggingface.co/v1/production/uploads/655ee936b11e49dd1fe20bd0/KU47PlFMPMpuWXVubHIDv.jpeg
hadi Niknam
Nicknam
user