About AI Hype Tracker
AI Hype Tracker is an independent editorial project that measures the distance between AI promises and AI reality. We track breakthroughs, benchmark claims, investment cycles, and deployment outcomes so practitioners can make decisions grounded in evidence, not excitement.
What we publish
Long-form analysis grounded in primary sources: arxiv papers, benchmark suites, earnings calls, regulatory filings, and technical documentation. We connect those sources to what actually matters for teams building and deploying AI systems.
Our approach
Every claim gets a hype check. We distinguish between demonstrated capability and projected capability, between lab results and production outcomes, between what a model can do on a benchmark and what it does in the field. If something is genuinely impressive, we say so. If the hype outpaces the evidence, we say that too.
Independence
AI Hype Tracker has no vendor affiliations, no sponsored content, and no investment positions in companies we cover. This site is static content you can host anywhere. Cite and verify our claims before making decisions based on them.