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MetaLayer –Compare answers of multiple AI models and generate a consensus result

https://metalayerlabs.com
2•PaulmHope•1h ago

Comments

PaulmHope•1h ago
I built MetaLayer, a tool that queries multiple AI models and produces a consensus answer.

Instead of relying on a single model, MetaLayer compares responses and synthesizes a combined outcome with transparency around agreement and reasoning.

The idea is to help users see where AI systems agree or disagree when answering complex questions.

It's currently in beta and I’d love feedback from the Hacker News community.

Trump says U.S. will build first refinery in 50 years

https://www.cnbc.com/2026/03/11/trump-us-oil-refinery-reliance-ambani-texas-india-shale-wti.html
1•kamaraju•47s ago•0 comments

A Mysterious Signal Transfixes Radio Sleuths and Intelligence Experts

https://www.rferl.org/a/mystery-numbers-station-persian-signal-iran-war/33700659.html
1•willvk•10m ago•0 comments

Sergey Brin Funds Misleading Ballot Measure to Negate Wealth Tax

https://prospect.org/2026/03/10/google-brin-california-wealth-tax-ballot-measure/
10•dlipovetsky•11m ago•0 comments

Switch: Benchmarking the Handling of TCIs in Long-Horizon Embodied Scenarios

https://huggingface.co/papers/2511.17649
1•tellarin•16m ago•0 comments

I built a free narrative game inspired by Daniel Kokotajlo's AI 2027 essay

https://ai2028.ai/
1•geniusxp•17m ago•1 comments

Improving instruction hierarchy in frontier LLMs

https://openai.com/index/instruction-hierarchy-challenge
1•surprisetalk•19m ago•0 comments

Microsoft uses plagiarized AI slop flowchart to explain how GitHub works

https://www.pcgamer.com/software/ai/microsoft-uses-plagiarized-ai-slop-flowchart-to-explain-how-g...
1•gpvos•20m ago•0 comments

Maybe we can keep on coding? pseudo code project

4•EmptyDrum•22m ago•3 comments

MCP Weekly: OpenAI Raises $110B, Anthropic Faces Defense Showdown

https://www.gentoro.com/blog/mcp-weekly-openai-raises-110b-anthropic-faces-defense-showdown-and-g...
1•ashutosh0707•23m ago•0 comments

The State of Rust Allocators in 2026

https://cetra3.github.io/blog/state-of-allocators-2026/
2•cetra3•28m ago•0 comments

Naplan resumes after earlier technical issues paused online testing

https://www.abc.net.au/news/2026-03-11/naplan-technical-issues-disrupt-school-testing/106440510
2•langfo•28m ago•0 comments

Ask HN: How are you managing "prompt fatigue" and lazy LLM outputs?

4•thlangu•29m ago•1 comments

Show HN: ClawSoc – Observe Your AI Agent in an AI Society

https://clawsoc.io
4•benjosaur•31m ago•0 comments

Promptbuilder Tool

https://promptengine.business
2•thlangu•31m ago•0 comments

Show HN: Magicly – an aesthetic new tab with a magic orb

https://chromewebstore.google.com/detail/magicly/lphplecibkpifdmohbockmaloepgpbbl
2•tamnv•33m ago•0 comments

.NET 11 Preview 2 is now available

https://devblogs.microsoft.com/dotnet/dotnet-11-preview-2/
1•vyrotek•33m ago•0 comments

MacBook Neo Review: No Other Budget Laptop Can Compete

https://gizmodo.com/macbook-neo-review-no-other-budget-laptop-can-compete-2000731635
4•thunderbong•33m ago•0 comments

Signal Design for Good Correlation

https://www.cambridge.org/core/books/signal-design-for-good-correlation/4A48F8F2070E0EB093283A792...
2•programmexxx•34m ago•0 comments

How the "godfathers of AI" have shaped our mission

https://ctsmyth.substack.com/p/standing-with-giants
1•K0balt•35m ago•1 comments

Show HN: CryptoFlora – Visualize SHA256 to a flower using Rose curves

https://crypto-flora.tonytonyjan.net/
1•tonytonyjan•36m ago•0 comments

Preview a website before DNS changes – etchosts.link

https://etchosts.link/
1•prismatized•37m ago•0 comments

Why Cape Town May End Up Safer Than Dubai

https://www.thefp.com/p/why-cape-town-may-end-up-safer-than
1•paulpauper•41m ago•0 comments

Advantageous Selection

https://marginalrevolution.com/marginalrevolution/2026/03/advantageous-selection.html
1•paulpauper•41m ago•0 comments

Ben McKenzie's 'Everyone Is Lying to You for Money' – Official Trailer [video]

https://www.youtube.com/watch?v=hEXxAOFqv4U
4•yesbut•41m ago•0 comments

The self-help guru who decided he might be doing more harm than good

https://www.telegraph.co.uk/news/2026/03/09/tim-ferriss-self-help-may-be-harming-people/
1•cyunker•47m ago•1 comments

Apple Planning 'MacBook Ultra' with Touchscreen and Higher Price

https://www.macrumors.com/2026/03/08/apple-planning-macbook-ultra/
1•walterbell•50m ago•0 comments

ASINCrate – Download Amazon Product Images and Videos in One Click

https://asincrate.com/
1•seedancetips•52m ago•0 comments

A Dish of Neurons Playing Doom

https://gizmodo.com/a-dish-of-neurons-playing-doom-is-the-wildest-thing-ive-seen-in-ages-2000727674
1•colinprince•52m ago•0 comments

Jensen Huang: AI is a five layer cake

https://blogs.nvidia.com/blog/ai-5-layer-cake/
1•salkahfi•53m ago•0 comments

Show HN: AngelBacked – a searchable database ofangels and VCs

https://www.angelbacked.co
1•veritas9•54m ago•0 comments