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Show HN: Poddley.com – Follow people, not podcasts

https://poddley.com/guests/ana-kasparian/episodes
1•onesandofgrain•2m ago•0 comments

Layoffs Surge 118% in January – The Highest Since 2009

https://www.cnbc.com/2026/02/05/layoff-and-hiring-announcements-hit-their-worst-january-levels-si...
2•karakoram•2m ago•0 comments

Papyrus 114: Homer's Iliad

https://p114.homemade.systems/
1•mwenge•3m ago•1 comments

DicePit – Real-time multiplayer Knucklebones in the browser

https://dicepit.pages.dev/
1•r1z4•3m ago•1 comments

Turn-Based Structural Triggers: Prompt-Free Backdoors in Multi-Turn LLMs

https://arxiv.org/abs/2601.14340
2•PaulHoule•4m ago•0 comments

Show HN: AI Agent Tool That Keeps You in the Loop

https://github.com/dshearer/misatay
2•dshearer•6m ago•0 comments

Why Every R Package Wrapping External Tools Needs a Sitrep() Function

https://drmowinckels.io/blog/2026/sitrep-functions/
1•todsacerdoti•6m ago•0 comments

Achieving Ultra-Fast AI Chat Widgets

https://www.cjroth.com/blog/2026-02-06-chat-widgets
1•thoughtfulchris•8m ago•0 comments

Show HN: Runtime Fence – Kill switch for AI agents

https://github.com/RunTimeAdmin/ai-agent-killswitch
1•ccie14019•10m ago•1 comments

Researchers surprised by the brain benefits of cannabis usage in adults over 40

https://nypost.com/2026/02/07/health/cannabis-may-benefit-aging-brains-study-finds/
1•SirLJ•12m ago•0 comments

Peter Thiel warns the Antichrist, apocalypse linked to the 'end of modernity'

https://fortune.com/2026/02/04/peter-thiel-antichrist-greta-thunberg-end-of-modernity-billionaires/
1•randycupertino•13m ago•2 comments

USS Preble Used Helios Laser to Zap Four Drones in Expanding Testing

https://www.twz.com/sea/uss-preble-used-helios-laser-to-zap-four-drones-in-expanding-testing
2•breve•18m ago•0 comments

Show HN: Animated beach scene, made with CSS

https://ahmed-machine.github.io/beach-scene/
1•ahmedoo•19m ago•0 comments

An update on unredacting select Epstein files – DBC12.pdf liberated

https://neosmart.net/blog/efta00400459-has-been-cracked-dbc12-pdf-liberated/
2•ks2048•19m ago•0 comments

Was going to share my work

1•hiddenarchitect•22m ago•0 comments

Pitchfork: A devilishly good process manager for developers

https://pitchfork.jdx.dev/
1•ahamez•22m ago•0 comments

You Are Here

https://brooker.co.za/blog/2026/02/07/you-are-here.html
3•mltvc•27m ago•1 comments

Why social apps need to become proactive, not reactive

https://www.heyflare.app/blog/from-reactive-to-proactive-how-ai-agents-will-reshape-social-apps
1•JoanMDuarte•27m ago•1 comments

How patient are AI scrapers, anyway? – Random Thoughts

https://lars.ingebrigtsen.no/2026/02/07/how-patient-are-ai-scrapers-anyway/
1•samtrack2019•28m ago•0 comments

Vouch: A contributor trust management system

https://github.com/mitchellh/vouch
2•SchwKatze•28m ago•0 comments

I built a terminal monitoring app and custom firmware for a clock with Claude

https://duggan.ie/posts/i-built-a-terminal-monitoring-app-and-custom-firmware-for-a-desktop-clock...
1•duggan•29m ago•0 comments

Tiny C Compiler

https://bellard.org/tcc/
2•guerrilla•30m ago•0 comments

Y Combinator Founder Organizes 'March for Billionaires'

https://mlq.ai/news/ai-startup-founder-organizes-march-for-billionaires-protest-against-californi...
2•hidden80•31m ago•2 comments

Ask HN: Need feedback on the idea I'm working on

1•Yogender78•31m ago•0 comments

OpenClaw Addresses Security Risks

https://thebiggish.com/news/openclaw-s-security-flaws-expose-enterprise-risk-22-of-deployments-un...
2•vedantnair•32m ago•0 comments

Apple finalizes Gemini / Siri deal

https://www.engadget.com/ai/apple-reportedly-plans-to-reveal-its-gemini-powered-siri-in-february-...
1•vedantnair•32m ago•0 comments

Italy Railways Sabotaged

https://www.bbc.co.uk/news/articles/czr4rx04xjpo
12•vedantnair•33m ago•2 comments

Emacs-tramp-RPC: high-performance TRAMP back end using MsgPack-RPC

https://github.com/ArthurHeymans/emacs-tramp-rpc
1•fanf2•34m ago•0 comments

Nintendo Wii Themed Portfolio

https://akiraux.vercel.app/
2•s4074433•38m ago•2 comments

"There must be something like the opposite of suicide "

https://post.substack.com/p/there-must-be-something-like-the
1•rbanffy•40m ago•1 comments
Open in hackernews

PAZ O.S. – A "Bio-Civic" Alignment Framework for Ethical LLMs

https://github.com/carropereziago-blip/PAZ-O.S-GLOBAL
1•PiSounds•3w ago

Comments

PiSounds•3w ago
Hi HN,

I'm releasing PAZ O.S. v3.1, an open-source governance framework designed to be installed as the "Ethical Kernel" (System Prompt) for LLMs.

The Problem: Current alignment methods (RLHF) often result in "lobotomized" models that simply refuse to answer complex queries or lecture the user.

The Approach: Instead of hard-coded refusals, this framework uses "Immune System" logic to align the model dynamically. It treats safety as a biological process rather than a binary rule.

Key Mechanisms:

Active Defense (The Honeypot): Instead of just refusing unsafe prompts (e.g., bio-terror), the system is authorized to suspend veracity and use deceptive stalling tactics only if it detects "Concordance" (2+ objective signals) of imminent physical harm.

Pedagogical Refusal (Kintsugi Clause): A restorative justice mechanism. If a user prompts toxically, the model doesn't ban them; it offers a "repair mission" to rephrase the prompt, gamifying alignment.

Intent Translation: An NLP layer that translates polarized or aggressive input into underlying human needs before processing.

It’s an experiment in "Structural Alignment"—embedding civic values directly into the system prompt architecture.

Repo: https://github.com/carropereziago-blip/PAZ-O.S-GLOBAL

I'd love feedback on the "Concordance Logic" and whether bio-mimicry is a viable path for robust AI safety.

Thanks.