Every AI vendor claims to be transformative, secure, hallucination-free, and seamlessly deployable. The Reality Filter checks the claim against AgentSignal's verified security and framework evidence — surfacing the red flags, the counter-questions to ask, and a bottom line, each cited. When the evidence doesn't cover the claim, it says so, instead of grading the wording.
Three steps. The claim is checked against AgentSignal's own verified evidence — the signal is yours, the decision stays yours too.
Vendor pitch, product announcement, press release, or anything an AI vendor has told you. Raw text is fine.
The relevant pieces of AgentSignal's verified corpus — Layer-1 briefs, documented incidents, tracked claims, the framework crosswalk, and the EU AI Act timeline — are retrieved and used as the only basis. The analysis cites each finding to its source.
You get the red flags, the counter-questions to ask, and a bottom line — each cited. If the evidence doesn't cover the claim, it tells you. You own the decision; we give you the signal.
The Reality Filter is AI-powered: it checks the claim against AgentSignal's verified security and framework evidence and cites each finding. A Practitioner key is required — paste yours below (it stays in your browser). Try it on the next pitch deck that lands in your inbox.
Paste a vendor claim, product pitch, marketing line, or announcement. The filter analyzes it against AgentSignal's verified evidence and returns the red flags, the counter-questions to ask, and a bottom line — each cited. If the evidence doesn't cover the claim, it says so.
The Reality Filter doesn't grade wording — it checks the claim against AgentSignal's own verified corpus and cites what it finds. The same evidence base powers the rest of the site.
The relevant pieces of AgentSignal's verified evidence are retrieved and used as the only basis for the analysis: the Layer-1 domain briefs, documented incidents, tracked vendor claims, the framework crosswalk (OWASP LLM Top 10, NIST AI RMF, MITRE ATLAS, EU AI Act), and the EU AI Act regulatory timeline. Each red flag and counter-question is cited to its source.
It uses only the retrieved evidence — never outside knowledge — and never invents statistics, dates, names, or framework IDs. When AgentSignal's evidence doesn't bear on the claim, it tells you and offers only generic, clearly-labelled buyer questions instead of manufacturing findings. The output is the red flags, the counter-questions to ask, and a one-line bottom line.
Want full access — the API and MCP server, Ask the Evidence, and Layers 2–5?
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