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Our big bet at @cfosilvia is that specialized workflows will outperform general purpose models when it comes to AI products in personal finance. We have built proprietary technology around agentic file systems, memory, multi-agent orchestration, agentic coding sandboxes, and much more. We continue to see a significant positive impact from this bet and believe most AI use cases will eventually embrace specialized workflows. When you add in the fact that Silvia has the personal context of a user’s financial assets and situation, then it is obvious why Silvia is much more valuable for users than Google searches or your favorite off-the-shelf LLM. Give it a try to see the power of specialized workflows for investors: https://t.co/bMI7hLeciU