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Show HN: Comparegpt.io – Trustworthy Mode to reduce LLM hallucinations

2•tinatina_AI•4mo ago
Hi HN , I’m Tina. Like many of you, I’ve been frustrated with how often LLMs hallucinate — confident answers with no real basis. That’s why I’ve been building CompareGPT.io, a tool to make outputs more trustworthy. The new Trustworthy Mode works by: Cross-verifying every answer with our TrustSource, combining our own model with multiple leading LLMs (ChatGPT-5, Gemini, Claude, Grok) and authoritative sources. Delivering each response with a Transparency Score and full references. Helping users quickly see where to trust the output, and where to double-check. It currently works best on knowledge-heavy domains (finance, law, science), and we’re looking for early users to test it out. Would love your feedback, suggestions, or even criticism on whether this feels useful and how we can improve.

Software Engineering Is Back

https://blog.alaindichiappari.dev/p/software-engineering-is-back
1•alainrk•19s ago•0 comments

Storyship: Turn Screen Recordings into Professional Demos

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Reputation Scores for GitHub Accounts

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A BSOD for All Seasons – Send Bad News via a Kernel Panic

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https://orcha.nl
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Omarchy First Impressions

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Reinforcement Learning from Human Feedback

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https://medresearch-ai.org/hypotheses-hub/
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Ask HN: How do you figure out where data lives across 100 microservices?

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https://arxiv.org/abs/2512.13030
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Rotten Tomatoes Desperately Claims 'Impossible' Rating for 'Melania' Is Real

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Terminal-Bench 2.0 Leaderboard

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What the longevity experts don't tell you

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Monzo wrongly denied refunds to fraud and scam victims

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3•tablets•55m ago•1 comments