Your question is Multi-Agent Challenges and State. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What are the main challenges in implementing a multi-agent system for financial analysis, and how do you manage agent communication and state?
Explain how you would decompose responsibilities across agents, coordinate their work, preserve state, and handle conflicting or unsupported conclusions. Address hallucination, prompt injection, auditability, latency, and cost. Include an implementation outline and an evaluation plan covering both offline and online testing.