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Show HN: CompareGPT – Spotting LLM Hallucinations with Multi-Model Comparison

1•tinatina_AI•4h ago
Hi HN I’m Tina. Like many of you, I’ve been frustrated with LLM hallucinations — outputs that sound confident but are completely fabricated. Instead of trusting a single model, I built CompareGPT.io, which runs queries across multiple LLMs (ChatGPT, Gemini, Claude, Grok, and more) and shows their answers side by side. The idea is simple: make AI outputs more trustworthy again. Current features include: Catch and reduce hallucinations via multi-model comparison Unified API keys for major LLMs (no more juggling configs) Half-price early waitlist + a giveaway for a free lifetime plan I’d love feedback from this community: Is multi-model consistency a practical guardrail against hallucinations? How do you currently deal with LLM hallucinations in high-stakes use cases (law, finance, research)? Thanks!

Broken $100B dream city becomes refuge for tech utopians

https://www.latimes.com/business/story/2025-08-29/broken-100-billion-dream-city-becomes-refuge-fo...
1•1vuio0pswjnm7•2m ago•0 comments

Slime Mould Electronic Oscillators

https://arxiv.org/abs/1403.7350
2•luu•8m ago•0 comments

Roman Lead Pipe Inscription

https://en.wikipedia.org/wiki/Roman_lead_pipe_inscription
1•glth•12m ago•0 comments

Lithium and Its Potential Protection from Alzheimer's Disease

https://erictopol.substack.com/p/lithium-and-its-potential-protection
1•walterbell•13m ago•0 comments

I'm Having Some Thoughts About Teaching Like, why do I do this job?

https://kathleenwestbooks.substack.com/p/im-having-some-thoughts-about-teaching
1•CHB0403085482•16m ago•0 comments

Scribe: How Meta transports terabytes per second in real time [pdf]

https://www.vldb.org/pvldb/vol18/p4817-karpathiotakis.pdf
1•mfiguiere•22m ago•1 comments

Zero-knowledge proofs unlock privacy in digital identity

https://www.hopae.com/blog/from-theory-to-practice-how-zero-knowledge-proofs-unlock-privacy-in-di...
1•poppypetalmask•23m ago•0 comments

For $65,000 a year, a teacher-less AI private school comes to Virginia

https://www.washingtonpost.com/education/2025/08/26/alpha-school-virginia-ai-education/
1•manveerc•27m ago•0 comments

Workflow Before AI vs. After AI: Night and Day

1•jamessmithe•34m ago•0 comments

He crossed 26 miles in a kayak made from mushrooms – and lived to tell the tale

https://www.theguardian.com/us-news/2025/sep/07/mushroom-kayak-plastic-alternative
2•mmphosis•34m ago•0 comments

Ask HN: How do handle burnout as a founder

1•kartik0204•37m ago•0 comments

Adventures in Porting a Wayland Compositor to NetBSD and OpenBSD

https://www.youtube.com/watch?v=oo_8gnWQ4xo
2•jaypatelani•37m ago•0 comments

Atoms, Institutions, Blockchains (2022)

https://stark.mirror.xyz/n2UpRqwdf7yjuiPKVICPpGoUNeDhlWxGqjulrlpyYi0
1•walterbell•42m ago•0 comments

GitHub Community Discussions: Two most upvoted requests are to disable Copilot

https://github.com/orgs/community/discussions
13•carodgers•42m ago•3 comments

Refrag: Rethinking RAG Based Decoding

https://arxiv.org/abs/2509.01092
1•itchyjunk•44m ago•0 comments

A collection of formalized statements of conjectures in Lean

https://github.com/google-deepmind/formal-conjectures
2•EvgeniyZh•47m ago•0 comments

Stanford CS336 Language Modeling from Scratch I 2025

https://www.youtube.com/playlist?list=PLoROMvodv4rOY23Y0BoGoBGgQ1zmU_MT_
1•akalin•49m ago•0 comments

Ask HN: Is Reddit going the way of Stack Overflow?

3•NotAnOtter•50m ago•3 comments

Show HN: A local first AI engine and orchestrator

https://www.krionis.com/
1•longtaildistro•53m ago•0 comments

Computer Security: Block ads, stay clean

https://home.cern/news/news/computing/computer-security-block-ads-stay-clean
4•dotcoma•55m ago•0 comments

Swift Programming Language

https://www.swift.org
1•frizlab•55m ago•0 comments

Jetson One – Palmer Luckey's First Flight and Delivery (3 Min Video)

https://www.youtube.com/watch?v=uWdhMVkeDeQ
1•rmason•57m ago•1 comments

'Make invalid states unrepresentable' considered harmful

https://www.seangoedecke.com/invalid-states/
19•zdw•57m ago•3 comments

Sufficiently Smart Compiler

https://wiki.c2.com/?SufficientlySmartCompiler
1•cyanf•1h ago•0 comments

Robotaxis are a business-model war, not a sensor war (Waymo+Uber vs. Tesla)

https://www.umr.io/blog/tesla-vs-waymo
4•umerf•1h ago•0 comments

Song Lyrcis Review

https://www.song-lyrics-review.com/
1•reno_welch•1h ago•0 comments

Build / Deploy Agent Workflows

https://www.sim.ai/
1•jinqueeny•1h ago•0 comments

Spectroscopy Like it's 1985 [video]

https://www.youtube.com/watch?v=1J0GFmZ1BX0
1•zdw•1h ago•0 comments

Show HN: Nuke_modules – WebApp to scan and delete node_modules safely

https://sumit189.github.io/nuke_modules/
2•sumit-paul•1h ago•0 comments

What about TVM, XLA, and AI compilers?

https://www.modular.com/blog/democratizing-ai-compute-part-6-what-about-ai-compilers
2•cyanf•1h ago•0 comments