Where does the AI's data come from, and how reliable is it?

MM AI "does not generate answers out of thin air" — every conclusion is drawn from a verifiable, traceable trusted database, spanning three main categories:

• MM Proprietary Research Indices: Fundamentals (leading indicators, inflation expectations, business cycle), Sentiment (AI optimism/pessimism, fear & greed, large-investor positioning), and Trading (bull/bear indicators, multiple expectation indices).

• 100M+ Core Data Points: Macro (data for 132 major countries, central bank decisions, global equities/FX/bonds, ETFs), Industry (AI, semiconductors, defense, cryptocurrency, nuclear energy, and more), Company (5,000 U.S.-listed companies' earnings, conference calls, calendars, forecast data).

• 600M+ Professional Partner Database: Dun & Bradstreet (D&B) (600M+ global business credit records), Isaiah Research (in-depth semiconductor industry research), plus partner institutions such as governments, central banks, and international research organizations.

Like other generative AI systems, MM AI may still occasionally produce misjudgments or hallucinations. However, MM AI prioritizes retrieving and citing data and research content from within MacroMicro's own platform when generating responses, which helps reduce the likelihood of hallucination and makes answers more consistent and traceable, making it easier for users to verify and explore further.