Varun Srinivasan pfp
Varun Srinivasan
@v
Warpcast now uses an ML model to order casts. If you have many unread casts, the model decides which ones go at the very top of your feed. It's main purpose is to learn your preferences and show you the most interesting stuff first. I'll go into some more details on how it works in the thread below.
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Varun Srinivasan pfp
Varun Srinivasan
@v
Today's model uses 4 main features to "rank" a piece of content: 1. How often you like casts from the author 2. How often the author casts 3. How many interactions the cast has 4. How old the cast is
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baubergo pfp
baubergo
@baubergo-
is this changing the way the notifications tab works too?
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Devin Conley pfp
Devin Conley
@conley
is the model trained to predict whether a user interacted with a cast, given those four input features? i.e. basically scoring "likelihood of interacting"
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czar pfp
czar
@czar
Relying purely on the metadata of a cast - likes, author, frequency - instead of the content of the cast somehow doesn't seem complete. Wouldn't that work against surfacing relevant content and new users casting relevant content?
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Michael Pfister pfp
Michael Pfister
@pfista
This cast is at the top of my feed
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Hector pfp
Hector
@noctis
Wow this thread is super interesting, thanks for taking the time to go into the details !
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Ashwini Dodani pfp
Ashwini Dodani
@ashwini
Love this thread. Thanks for sharing, V!
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WG ๐ŸŽฉ๐Ÿ”ต pfp
WG ๐ŸŽฉ๐Ÿ”ต
@wgmeets
Is there a way to somehow opt out of this or control it? Because I donโ€™t want my likes to dictate whatโ€™s showing in the home feed. I just want things to be shown according to when they are posted and not how much I approve of them.
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Majid pfp
Majid
@0xmajidx0
great thread Varun! have question! If i like many people who cast alot, is it possible for high ranking unfollowed people to be seen in my feed at all?
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Sangohan.base.eth ๐ŸŸ  pfp
Sangohan.base.eth ๐ŸŸ 
@sangohan
I need to study this carefully; my visibility has been reduced to zero both in posts and comments. Yet, I'm just trying to be active. I'm still in the discovery phase and don't know the best practices. But perseverance might be the key. Thanks for the explanations ๐Ÿ™๐Ÿผ
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Giancarlo๐ŸŽฉ pfp
Giancarlo๐ŸŽฉ
@giancarlodc.eth
Is there anyway a user can reset the data the model has about them or the user would have to change his behavior for the current data to be overwritten by the new data with time?
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silly goose pfp
silly goose
@lovejoy
This one was at the very top of my feed, so it's working ๐Ÿ˜
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NftBiker pfp
NftBiker
@nftbiker
Can we please have a simple feed with casts of people we follow in reverse chronological order, just to be able to catch up with ALL our friends, without any algo that wrongly decide to hide them. Our friends are always equally important, whatever the likes, the frequency of cast or the number of replies ๐Ÿ™
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darcris pfp
darcris
@darcris.eth
Thats why i saw now account that i did not follwed and account that have boosted likes .. i can say it boosted because its have 300+ likes even his/her cast is nonsense.
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CryptoGuppy pfp
CryptoGuppy
@cryptoguppy
OMG, what have you done? My timeline is suddenly being filled with posts from people I don't follow. I really, really don't want that. If I want it on my timeline, I will follow them. There's a very fine line between "here's a suggestion we think you'll appreciate" and "we know what you want/what's best for you".
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Alex ใƒ„ pfp
Alex ใƒ„
@asteure.eth
this is very cool, as an option! is there any way to manually switch to a chronological feed too?
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KS pfp
KS
@kryptosebek
Sounds like it is impossible for someone new to show up in any feed with such approach
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Anjin3515 pfp
Anjin3515
@anjin3515
Can I just see who I chose to see with an option to put into chronological order ?
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borst pfp
borst
@borst.eth
thanks for the read!
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