VOUCH
Read every articlelike a journalist. Vouch lives in your browser sidebar — verifying claims, detecting bias, summarising articles, and answering any question about what you're reading. In real time.
"OpenAI's new model uses 10x less energy than GPT-4 while scoring higher on benchmarks."
Multiple credible tech analysts and benchmark reports confirm the new architecture achieves higher MMLU scores while significantly reducing tracking compute overhead and total energy consumption per token.
Sources
Technical Report: Efficiency in Modern LLMs
arxiv.org ↗
Benchmarks for Next-Gen Models
huggingface.co ↗
Fact Check · Beat Bias · Chat with Articles · Verify Claims · Detect Spin · Read Smarter · Stay Informed · No Guesswork · Fact Check · Beat Bias · Chat with Articles · Verify Claims · Detect Spin · Read Smarter · Stay Informed · No Guesswork · Fact Check · Beat Bias · Chat with Articles · Verify Claims · Detect Spin · Read Smarter · Stay Informed · No Guesswork · Fact Check · Beat Bias · Chat with Articles · Verify Claims · Detect Spin · Read Smarter · Stay Informed · No Guesswork ·
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Fact Verification
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Page Extraction
Reading the news is broken. Claims go unchecked. Bias hides in plain sight. Long articles bury the point. You shouldn't need a research team just to read with confidence.
1,800+
avg. words in a news article
62%
of readers never verify a claim
3×
more manipulative language than 10 yrs ago
0
reading tools built for you. Until now.
Features
Everything you need. Nothing you don't. Conversational Chat
Ask anything about the article — summaries, context, follow-ups.
Fact Verification
Claims scanned live against the web. Verified, contradicted, or flagged.
Vouch This
Select any text, right-click, verify that exact claim instantly.
Bias Detection
Loaded language, spin, and opinion-as-fact — all surfaced.
Live Highlights
Click a flagged claim in the sidebar to jump to it on the page.
Chat History
Sessions saved per article for 72 hours. Resume anytime.
Auto Extraction
Strips ads, popups, clutter. Only the words that matter.
Deep Q&A
Find quotes, explain jargon, get background on any story.
Tech Stack
Built on what works. React 18 TypeScript Vite Mozilla Readability
Bun runtime Hono framework Google Gemini Upstash Redis
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