other
US Securities and Exchange Commission filing system used as OpenThesis's US ingestion path.
No evidence-backed relationships are recorded.
A dev.to teardown models Know Your Business as asynchronous graph resolution over corporate registries, where the entity-level verdict depends on the KYC results of every natural person the traversal turns up.
Reality
The Finance Agent Benchmark scores agents on recent SEC filings using Google Search and EDGAR access, and its best reported result is OpenAI's o3 at 46.8 percent accuracy and $3.79 a query. A full pass runs about $2,035.
Reality
Gemini Enterprise for Financial Services puts a managed research agent behind entitlement-aware connectors to six commercial data vendors. The launch material never says how those licences price a machine reader.
Reality
Emeth Value Capital's H1 2026 letter describes memory makers out-earning their 18-month-old market caps and compounders derated pre-emptively. Then it shows how the derating happens.
Reality
A developer's design note on OpenThesis argues that unreliable AI company research is an architecture problem, not a prompting one, and splits it into failure modes with different fixes.
Reality