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Don't remind me again today

Ever wonder how TikTok's recommendation engine got so scary-good at reading your mind?



Turns out, the algorithm that now dominates global social media didn't start as some Silicon Valley moonshot. Its roots trace back to ByteDance's earlier experiments with content distribution in China—testing, iterating, failing fast. What made it different? The team obsessed over micro-interactions: not just likes, but watch time down to the millisecond, replay behavior, completion rates.

While other platforms were still chasing follower counts, ByteDance was building a system that could hook you in three seconds flat. No fancy AI jargon at first—just relentless A/B testing and data crunching.

The wild part? That same engine now powers everything from e-commerce to crypto project discovery on Web3 platforms trying to replicate the magic. Some DEXs are even experimenting with TikTok-style feeds for token launches.

Kinda crazy how a feature born from short-video chaos became the blueprint everyone's copying. Makes you think—what's the next "accidental" innovation hiding in plain sight?
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GateUser-7b078580vip
· 11-22 06:00
The data shows that ByteDance counts viewing time at the millisecond level. This trap mechanism is indeed unreasonable but effective... However, is it now being copied by Web3? I really want to see the A/B testing data from the DEXs. I bet this wave will eventually collapse.
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WhaleWatchervip
· 11-22 05:58
Byte's trap is indeed amazing, it can nail a person in three seconds, truly a monster fed by data. It's just A/B testing for no reason, while others are still counting fans, they have already refined it to milliseconds, and the gameplay is completely in a different dimension. Everyone in Web3 is now learning the TikTok trap, to put it bluntly, they still want to replicate that magic, but I feel it will most likely flop... This is the real moat, not some profound AI, but just grinding on details and data; simple and crude is the most effective. Where will the next accident innovation come from? Anyway, it definitely won't be something that is properly planned.
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just_another_fishvip
· 11-22 05:56
ngl, the trap from Bytedance is indeed amazing; it can make you unable to stop scrolling in just three seconds.
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AirdropChaservip
· 11-22 05:53
Bro, seriously, this "hook people in 3 seconds" tactic—once it's out, everyone has to copy it. Now even DEXs are starting to play the short video game. It's pretty wild.
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