as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
generate a list of 3 proactive solutions for preventing twitter bots.
user
1. implementing better algorithms for user verification and mandatory personal phone verification.
2. increasing the threshold of bot accounts’ activity allowed in a single day. 
3. introducing stricter rules and penalties for those who create and utilize bots for malicious purposes.
assistant