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Show HN: How do you know your LLM giving accurate info?

https://github.com/docbrain-ai/docbrain
1•bhanuhai2•52m ago
I spend a good amount of time chasing the LLM for evidence that its answer is actually accurate. To be honest, I can usually get there, but it works great for fresh work and gets messy on months-old work. And it's not just me; a lot of people have raised the same thing.

So for the last 6 months I've been trying to fix it. Today I can say it's working for me — it flags me in advance. Obviously not perfect yet, and that's where I need help: I need people to test it and tell me what else needs fixing.

PS: This isn't a memory layer; it flags stale answers before you act on them. Give it a try, and if you think I'm solving a real problem, please drop a star.

Comments

bhanuhai2•50m ago
I never tested this with science folks, would love if someone share some use case

How Stripe Checkout Works

https://docs.stripe.com/payments/checkout/how-checkout-works
2•Brysonbw•2m ago•0 comments

Code per developer is up 40% since 2022; review capacity isn't

https://www.reviewsaur.com/research
1•rafalgraniczny•6m ago•0 comments

Don't Stick Your SidePulse Pro in a Mac Studio

https://blog.jgc.org/2026/09/dont-stick-your-sidepulse-pro-in-mac.html
1•jgrahamc•6m ago•0 comments

As He Backs ICE Crackdown, Nebraska Governor Employs Undocumented Workers

https://www.nytimes.com/2026/09/09/us/jim-pillen-ice-nebraska-undocumented-workers.html
1•sbulaev•7m ago•0 comments

A photon that should never have reached Earth

https://phys.org/news/2026-09-photon-einstein-current-physics-earth.html
1•wjSgoWPm5bWAhXB•8m ago•0 comments

DialKit

https://joshpuckett.me/dialkit
1•handfuloflight•9m ago•0 comments

AI Has Solved One of Math's $1M Millennium Prize Problems

https://www.quantamagazine.org/ai-has-solved-one-of-maths-1-million-millennium-prize-problems-202...
1•pseudolus•12m ago•0 comments

Show HN: Remoot, run Cursor Agent and Copilot CLI from your phone

https://www.remoot.dev
1•furkanalniak•12m ago•0 comments

AI entrepreneur is developing agents that can plan ahead for the unexpected

https://www.technologyreview.com/2026/09/08/1142088/danijar-hafner-developing-plan-ahead-agents/
1•joozio•13m ago•0 comments

Great Lakes sturgeon may be 400 years old:Scientists rethinking how to save them

https://www.cbc.ca/news/canada/ontario-great-lakes-sturgeon-lifespan-study-9.7329250
1•bookofjoe•13m ago•0 comments

Vdr – an attempt at a coredump handler secure by design (requesting review)

https://github.com/definitemaybe0/vdr
1•definitemaybe0•16m ago•1 comments

Low-code framework for building custom AI

https://github.com/ludwig-ai/ludwig
1•amar-laksh•18m ago•0 comments

Flock Wants a Closely Surveilled World with No Exit

https://www.newyorker.com/culture/infinite-scroll/flock-wants-a-closely-surveilled-world-with-no-...
2•pseudolus•20m ago•1 comments

Show HN: I created a platform that lets you own a word. a piece of the Internet

https://owned.bennytaccardi.com/
1•axeowl123•21m ago•0 comments

Ask HN: How do you protect customer PII across multiple services?

1•Securelytixdev•21m ago•0 comments

Suno rolls out v6 song making model, will pay royalties

https://musically.com/2026/09/09/suno-launches-its-v6-ai-music-models-heres-what-you-need-to-know/
1•utiiiD•21m ago•0 comments

PISA test reveals alarming drop in reading and math skills

https://www.dw.com/en/pisa-2026-results-reading-math-scores/a-79147293
2•pseudolus•22m ago•0 comments

How to Use Three.js's New Native Gaussian Splats

https://ben3d.ca/blog/how-to-use-threejs-native-gaussian-splats
1•bhouston•23m ago•0 comments

How to Increase Your Website's Visibility in Google's AI-Powered Search Results

1•Lannx•25m ago•0 comments

Tool routing for a local LLM agent: grep to embeddings to GBNF grammar

https://eris-system.dev/blog/tool-routing
1•hagbardCelin3•25m ago•0 comments

Booking.com Fails Tourists [video]

https://www.youtube.com/watch?v=4t6-oXLYfbY
2•nomilk•26m ago•0 comments

Google to invest $15B in AI datacenters and buy nuclear power in Finland

https://www.reuters.com/business/media-telecom/google-invest-15-billion-ai-infrastructure-finland...
1•consumer451•27m ago•0 comments

Quantum Computing on a Commodore 64 in 200 Lines of Basic

https://medium.com/@dakk/quantum-computing-on-a-commodore-64-in-200-lines-of-basic-eda7658b32a4
1•Bluestein•33m ago•0 comments

Rethinking ERP Transformation in the AI Era

https://buymeacoffee.com/absolutesed/rethinking-erp-transformation-ai-era
1•AbsoluteERP•35m ago•1 comments

Anthropic researcher believes more than 10% chance AI 'could kill all humans'

https://www.bbc.co.uk/news/articles/ckgwy1k42w4o
4•ljf•37m ago•1 comments

Show HN: Check/strip AI watermarks (C2PA) and hidden Unicode from files

https://remove-ai-watermark.com/
4•olasheniola•44m ago•0 comments

Free Context/Harness Engineering Course that is getting traction

https://github.com/Corneldj/context-engineering
2•cornelis_dj•45m ago•1 comments

The deployment decalogue (10 commandments for shipping without fear)

https://www.alexarvanitidis.dev/blog/the-deploy-decalogue
1•alarvfm•47m ago•0 comments

Show HN: Hushstat – Cookie-free web analytics with heatmaps

https://hushstat.com
1•firaslatrach•47m ago•0 comments

Show HN: The title on an album cover shouldn't be part of the generated image

https://www.albumartcreator.com/
1•JackCooper7•47m ago•0 comments