Thunderbird is a desktop app which runs on machines with 1TB disk, quad 4G cpu, 
20 GB ram, and disks able to feed 300MB/s. It has the ressources to perform 
very complex rules and neural network. Mobile phones won't have these 
ressources before years. And TB is not doing good job (basic features are still 
stated as feature requests since over 13 years in bugzilla ). 

The best k9 could do is, have a spam button, and notify server that some 
message is a spam. Not even sure imap supports this.

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