Sereno

Inline discernment for LLM output — clears the fog on claims, sources, and logic.

Sereno checks whether AI answers actually say what they claim. LLMs cite sources constantly. ChatGPT, Claude, Perplexity, Gemini, you name it. The problem isn't that citations are missing. It's that nobody checks whether the cited source actually supports the claim being made. Sereno does that check. What it does Sereno reads the claims an AI makes alongside the sources it cites, then verifies whether the source actually backs up the claim. Not just "does a link exist," but "does this link say what the AI says it says." When a claim holds up, you'll see it. When a source is misquoted, stretched, or doesn't say what's claimed at all, Sereno flags it inline, right where you're reading. Why it matters Citation presence isn't citation faithfulness. An AI can drop a real, legitimate-looking source next to a claim that source doesn't actually support. Most people never click through to check. Sereno does the checking for you, automatically, as you read. How it works * Install the extension * Use your AI tools as normal (ChatGPT, Claude, Perplexity, and more) * Sereno scans cited claims in the background * See faithfulness checks appear inline, next to the claims they apply to No copy-pasting into another tab. No manually opening every source. Sereno works where you're already working. Built for anyone who relies on AI-generated answers for real decisions — researchers, analysts, students, writers, or anyone who's been burned by a confidently wrong AI citation before. Sereno is built by Tangent.