Updated Docker Desktop v4.31 on mac breaks mongodb connection

I went for the latest version of Docker Desktop on my mac and upgraded to 4.31(current version I had locally was 4.21).
I did that from the GUI of Docker Desktop and the upgrade took only a few minutes.
Tried to bring up all the containers that I have locally and what I get is this error related to MongoDB:
First error message of my MongoDB container

"msg":"Failed to reap transaction table","attr":{"error":"NotYetInitialized: Replication has not yet been configured"}}

followed by the other/next error message:

{"msg":"Failed to refresh key cache","attr":{"error":"ReadConcernMajorityNotAvailableYet: Read concern majority reads are currently not possible.","nextWakeupMillis":400}}

Other team mates are dealing with the same issue.
Any idea on why this is happening?

Many people are reporting problems with M1 and 4.31

Not sure if this is your problem, but something you can check,

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