Ask a landlord-tenant lawyer and get answers ASAP
Your mom is the primary tenant but she could have guests. Landlord cannot evict on 2 week notice. First, if rent is being paid no basis to evict legally or practically. Even if rent not being paid, landlord has to file for eviction in court and cannot just require you leave. Often what happens is a new lease is signed with new tenant at same rent.
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