Tag

Trust

2 articles

February 22, 202611 min read

We Taught Our AI to Say 'I Don't Know'

During a high-stakes demo, our system told a senior analyst it didn't have enough evidence to answer. She said: 'This is the first AI tool that's been honest with me.' Here's why building uncertainty into the product was the best decision we made.

Product BuildingFounder StoriesTrust

The Iceberg of AI Research Tools — most tools show only the surface while the real infrastructure lies beneath

Deep Dives

February 6, 202610 min read

Most AI Research Tools Are Just ChatGPT With Data

There's a wave of AI tools targeting equity research. Most share the same architecture: take an LLM, connect it to financial data, let analysts ask questions. It's a compelling demo. But it's not research infrastructure, and the distinction matters more than most people realize.

AIEquity ResearchArchitecture

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