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Show HN: I built AI agents that debate questions LLMs usually refuse to answer

https://factagora.com/
1•ttlcc13•1h ago
LLMs often refuse certain questions or give shallow answers.

I was curious what would happen if instead of refusing, multiple agents: - search for information - argue with each other - and try to reach a conclusion

So I built a small sandbox to test this.

Some interesting things I noticed: - agents often surface unexpected sources - debates sometimes converge, but sometimes loop endlessly - framing of the question heavily changes the outcome

Curious to see what kinds of questions would actually break this.

If you have good edge cases, paradoxes, or controversial questions, I'd love to try them.

Modular hardcoded circuits for computer vision plus autonomous production tools

https://github.com/SwuduSusuwu/SusuLib/discussions/52
1•SwuduSusuwu•1m ago•1 comments

Anthropics Buffa: a Rust implementation of protobuf

https://github.com/anthropics/buffa
1•harporoeder•2m ago•0 comments

We need to talk about Elixir

https://blog.gjmveloso.dev/posts/2026/03/25/we-need-to-talk-about-elixir/
1•gjmveloso•3m ago•0 comments

Nasdaq Flirts with Correction Territory

https://www.wsj.com/livecoverage/stock-market-today-dow-sp-500-nasdaq-03-26-2026/card/nasdaq-flir...
1•pera•3m ago•0 comments

JPMorgan now monitoring investment banker screen time to prevent burnout

https://finance.yahoo.com/sectors/healthcare/articles/jpmorgan-started-monitoring-keystrokes-vide...
1•s3p•5m ago•0 comments

Artisanal software in the age of AI codegen

https://kinarey.com/when-craft-relocates/
1•indynz•5m ago•2 comments

China Learned to Love the Classics

https://www.newyorker.com/news/annals-of-education/how-china-learned-to-love-the-classics
3•tzury•6m ago•0 comments

Basecamp CLI and Agent Skill

https://basecamp.com/agents
1•SunshineTheCat•7m ago•0 comments

All code is sorcery, until it isn't

https://andreafortuna.org/2026/03/26/programming_as_magic/
1•speckx•8m ago•0 comments

Taming LLMs: Using Executable Oracles to Prevent Bad Code

https://john.regehr.org/writing/zero_dof_programming.html
2•mad44•10m ago•0 comments

What's coming to our GitHub Actions 2026 security roadmap

https://github.blog/news-insights/product-news/whats-coming-to-our-github-actions-2026-security-r...
1•abraham•12m ago•0 comments

A 54KB client-side HNSW vector search engine in WASM

https://github.com/Altor-lab/altor-vec
4•anshulbasia27•12m ago•1 comments

Testing Neglected VHS Tapes and CDs

https://hackaday.com/2026/03/25/testing-severely-neglected-vhs-tapes-and-cds/
1•toomuchtodo•12m ago•0 comments

One Pipe, Two Sandboxes, Zero Prompt Injection

https://multikernel.io/2026/03/26/sandlock-pipeline-xoa/
1•wang_cong•13m ago•0 comments

Show HN: Switch Country – Get News, Stalk what's happening in other countries?

https://play.google.com/store/apps/details?id=com.kocial.news&hl=en_US
1•kocialnews•14m ago•0 comments

Key Disclosure Law

https://en.wikipedia.org/wiki/Key_disclosure_law
1•basilikum•14m ago•0 comments

SpecKit: Not Impressed

https://jaksa.me/blog/2026-03-26-speckit-not-impressed
1•jaksa•14m ago•0 comments

Show HN: Content Addressable Storage for ML Checkpoints

https://olamyy.github.io/posts/tensorcas/
1•TotallyNotOla•15m ago•1 comments

Ethics.md – distributed AI Ethics Framework (co-created with AIs)

https://github.com/davyvalekestrel/ethics.md
1•davyvalekestrel•17m ago•1 comments

Cops Use AI to Jail Innocent Grandmother for 6 Months [video]

https://www.youtube.com/watch?v=4ifXObNvTaA
2•ghastmaster•19m ago•1 comments

What did your strengths cost you? (Interactive)

https://secondorder-469bce2c03ac.herokuapp.com/simulations/tradeoff-atlas
1•icyou780•19m ago•0 comments

Edera spent years calling KVM less secure. Here's why it changed its mind

https://thenewstack.io/edera-adds-kvm-support/
1•CrankyBear•23m ago•0 comments

Zero Days: Electric Motorcycles Are a Security Nightmare

https://persephonekarnstein.github.io/post/zero-days/
3•Ivoah•24m ago•0 comments

Native Instant Space Switching on macOS

https://arhan.sh/blog/native-instant-space-switching-on-macos/
2•birdculture•25m ago•0 comments

Mitochondrial Ca2 efflux controls neuronal metabolism and long-term memory

https://www.nature.com/articles/s42255-026-01451-w
2•PaulHoule•28m ago•0 comments

Siclair Microvision (1977)

https://r-type.org/articles/art-452.htm
2•joebig•29m ago•0 comments

Android Canary blesses the Linux Terminal with a modern UI, new features

https://www.androidauthority.com/android-canary-linux-terminal-upgrades-3651830/
1•thunderbong•30m ago•0 comments

Open-source startups should do more embedded/OEM deals

https://getlago.com/blog/embedded-software
1•FinnLobsien•30m ago•0 comments

Red Lobster's Last Gasp

https://www.bloomberg.com/news/features/2026-03-24/red-lobster-turnaround-in-question-as-restaura...
1•herbertl•31m ago•2 comments

$500 GPU outperforms Claude Sonnet on coding benchmarks

https://github.com/itigges22/ATLAS
1•yogthos•31m ago•0 comments