Silvia is the #1# AI product for tax, mortgage, and credit cards. Every investor should be using AI to manage their finances. The more people use @cfosilvia, the faster their net worth grows. I explained to @Varneyco on Fox Business this morning.

Your life savings deserve more than a generic answer that isn’t rooted in your real finances. Silvia ranked #1# in our tax, mortgage and credit card benchmarks, beating ChatGPT, Claude, Gemini, and Grok. We’re building financial superintelligence. Purpose-built for investors.

Silvia is now the #1# AI product for tax, mortgage, and credit cards. @cfosilvia's proprietary AI technology is outperforming frontier models created by trillion dollar companies. Silvia is purpose-built for investors. Try it for free: $BRR

The engineers at @cfosilvia are outperforming trillion dollar companies in key personal finance topics. More accuracy, better performance, and lower costs. All built by one of the top AI research labs in the country. $BRR

Today we are revealing @cfosilvia's recent technical breakthroughs. Silvia now outperforms frontier models on important personal finance topics, including tax, mortgage & credit cards. Custom AI tech built specifically for investors. Try it: $BRR

Silvia’s mission is to help independent investors make money. As these investors grow their net worth, they are creating financial security for their families. We built @cfosilvia to help a tired father manage the family’s investment portfolio. Silvia helps a busy mother make decisions about the household finances. Silvia is used daily by young couples who are planning their future, including their first home, their unborn children, or the necessary support for their aging parents. Regardless of your financial situation, Silvia has become a favorite tool for independent-minded investors. These people don’t trust the legacy financial institutions. They are misfits who feel underserved by the old firms and out-of-place in the new world of speculation. They don’t want to be told what to do by a financial advisor. And they don’t feel comfortable listening to the mainstream media. The Silvia investor is self-made. They think for themselves. They make their own financial decisions. They live and die with the results. No nonsense. No victim mindset. Just misfits with a dream of a better life for themselves and their families. It is these people who inspire our team to work tirelessly every day. The long hours and high stress are worth every second when we talk to the people who are benefiting from Silvia. That is why we are launching Silvia 2.0. We felt investors on Silvia deserved a user interface and experience that matched the impact of the platform. This new design is more modern, sleek, and effective. There is less noise and fewer distractions. Today we are launching the same great product with a new look and feel. As part of the redesign, we wanted to create a new logo that matched the Silvia approach. We wanted to create a logo that signaled to misfits around the world that Silvia was a home for them. It had to be something memorable and different. The logo had to immediately evoke an emotional response that resonated with the right person and repelled the wrong person. That is why we ultimately chose a flag. A flag is a portable identity. Before radios, printed logos, or uniforms that could be read at a distance, a piece of cloth on a pole told friend from foe, member from outsider, and “here” from “everywhere else.” Flags are littered throughout history as important signals. They tell people where to go, who to trust, and when they are safe. Nations, regiments, teams, and companies have all discovered the same technology: a piece of cloth on a pole that turns “me” into “we.” That flag represents a home for the misfits. It stands for an optimistic future that allows an individual to defy the odds and create financial security for their loved ones. The flag lets you quickly identify similar-minded people when you are out in public. The Silvia flag is a simple logo that represents a lifetime of work. It unites every misfit under the same team. It creates an opportunity for us all to learn from one another. The flag faces forward. It stands for people who show up every day, do the work, and don't wait to be rescued. Those who carry the Silvia flag have a deep self-belief that they can change the trajectory of their family. They can use the tools available to them to learn. They can take intelligent risk in the market and allow compounding to lift their loved ones into a place of security for generations to come. Normal people don’t change the world. They don’t change their family’s situation. Only misfits do that. Misfits have written history for centuries. And our hope is this flag is the rallying cry for millions more to join our winning team. Silvia misfits vs the World. I like our chances. Read blog post here: $BRR

One Fed decision can create ripple effects across your multi-million dollar net worth. Your mortgage. Your savings. Your stocks. Ask Silvia: “If rates go up just 0.25%, what happens to my money?” Get an answer grounded in ALL your finances

We built the leading AI product to help reduce your tax bill. Sign up takes less than 3 minutes and people report individually saving thousands of dollars. Try it free:

Silvia just helped this high-networth individual save an additional ~$12K/year in combined federal + California state tax Launch your personal AI CFO in minutes

Ask your AI CFO: “Is the Fed going to raise interest rates? How will this affect my financial life?” Silvia analyzes your mortgage, cash, equities, and credit cards to show exactly what a rate hike could mean for you. Try for Free

POV: You own hundreds of different stocks and can’t track every risk hiding in your portfolio. So you ask Silvia: “which of my investments depend on AI spending staying high?”

We gave @cfosilvia a filesystem instead of a vector database. No embeddings, no chunking, no vector index. It runs grep. Here's why: Almost every AI product does memory the same way. Chunk the document, embed the chunks, return whatever sits closest to the question. That fails in specific, expensive ways when the documents are financial. A cost basis table gets split across a chunk boundary. Retrieval returns the header without the lots, or the lots without the account. The model doesn't know it's holding half a table. It does the math anyway. Then there's exact match. Ask about section 1202 and similarity search hands you a passage about qualified small business stock that never names the section, while missing the one that does. Embeddings map things that mean the same thing to the same place. In finance, the things that must be exact are the things that get smoothed away. And you only get one guess. If the right passage ranked eleventh and you asked for ten, nothing tells you it's missing. The answer arrives with the same confidence either way. RAG was built for a world where the model was weak, and the window was small. You had to guess the right paragraphs up front because that's all you could fit, and you got one attempt. The chunking strategy, the reranker, the hybrid search. All of it exists to make one guess as good as possible. A modern agent doesn't work that way. It can search, read what came back, decide that wasn't it, and search again with a better term. Once the thing can look around, you don't need to guess right the first time. You need to give it a room to look in. So we stopped building a better guesser and built a better filing cabinet. There's a second choice underneath that one: why the filesystem doesn't live inside the sandbox. That's the part that decides whether any of this is affordable to run. Wrote it up here: