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155M US land parcel boundaries

https://www.kaggle.com/datasets/landrecordsus/us-parcel-layer
1•tjwebbnorfolk•1m ago•0 comments

Private Inference

https://confer.to/blog/2026/01/private-inference/
1•jbegley•4m ago•0 comments

Font Rendering from First Principles

https://mccloskeybr.com/articles/font_rendering.html
1•krapp•8m ago•0 comments

Show HN: Seedance 2.0 AI video generator for creators and ecommerce

https://seedance-2.net
1•dallen97•12m ago•0 comments

Wally: A fun, reliable voice assistant in the shape of a penguin

https://github.com/JLW-7/Wally
1•PaulHoule•13m ago•0 comments

Rewriting Pycparser with the Help of an LLM

https://eli.thegreenplace.net/2026/rewriting-pycparser-with-the-help-of-an-llm/
1•y1n0•15m ago•0 comments

Lobsters Vibecoding Challenge

https://gist.github.com/MostAwesomeDude/bb8cbfd005a33f5dd262d1f20a63a693
1•tolerance•15m ago•0 comments

E-Commerce vs. Social Commerce

https://moondala.one/
1•HamoodBahzar•15m ago•1 comments

Avoiding Modern C++ – Anton Mikhailov [video]

https://www.youtube.com/watch?v=ShSGHb65f3M
2•linkdd•17m ago•0 comments

Show HN: AegisMind–AI system with 12 brain regions modeled on human neuroscience

https://www.aegismind.app
2•aegismind_app•21m ago•1 comments

Zig – Package Management Workflow Enhancements

https://ziglang.org/devlog/2026/#2026-02-06
1•Retro_Dev•22m ago•0 comments

AI-powered text correction for macOS

https://taipo.app/
1•neuling•26m ago•1 comments

AppSecMaster – Learn Application Security with hands on challenges

https://www.appsecmaster.net/en
1•aqeisi•27m ago•1 comments

Fibonacci Number Certificates

https://www.johndcook.com/blog/2026/02/05/fibonacci-certificate/
1•y1n0•28m ago•0 comments

AI Overviews are killing the web search, and there's nothing we can do about it

https://www.neowin.net/editorials/ai-overviews-are-killing-the-web-search-and-theres-nothing-we-c...
3•bundie•33m ago•1 comments

City skylines need an upgrade in the face of climate stress

https://theconversation.com/city-skylines-need-an-upgrade-in-the-face-of-climate-stress-267763
3•gnabgib•34m ago•0 comments

1979: The Model World of Robert Symes [video]

https://www.youtube.com/watch?v=HmDxmxhrGDc
1•xqcgrek2•39m ago•0 comments

Satellites Have a Lot of Room

https://www.johndcook.com/blog/2026/02/02/satellites-have-a-lot-of-room/
2•y1n0•39m ago•0 comments

1980s Farm Crisis

https://en.wikipedia.org/wiki/1980s_farm_crisis
4•calebhwin•40m ago•1 comments

Show HN: FSID - Identifier for files and directories (like ISBN for Books)

https://github.com/skorotkiewicz/fsid
1•modinfo•45m ago•0 comments

Show HN: Holy Grail: Open-Source Autonomous Development Agent

https://github.com/dakotalock/holygrailopensource
1•Moriarty2026•52m ago•1 comments

Show HN: Minecraft Creeper meets 90s Tamagotchi

https://github.com/danielbrendel/krepagotchi-game
1•foxiel•59m ago•1 comments

Show HN: Termiteam – Control center for multiple AI agent terminals

https://github.com/NetanelBaruch/termiteam
1•Netanelbaruch•59m ago•0 comments

The only U.S. particle collider shuts down

https://www.sciencenews.org/article/particle-collider-shuts-down-brookhaven
2•rolph•1h ago•1 comments

Ask HN: Why do purchased B2B email lists still have such poor deliverability?

1•solarisos•1h ago•3 comments

Show HN: Remotion directory (videos and prompts)

https://www.remotion.directory/
1•rokbenko•1h ago•0 comments

Portable C Compiler

https://en.wikipedia.org/wiki/Portable_C_Compiler
2•guerrilla•1h ago•0 comments

Show HN: Kokki – A "Dual-Core" System Prompt to Reduce LLM Hallucinations

1•Ginsabo•1h ago•0 comments

Software Engineering Transformation 2026

https://mfranc.com/blog/ai-2026/
1•michal-franc•1h ago•0 comments

Microsoft purges Win11 printer drivers, devices on borrowed time

https://www.tomshardware.com/peripherals/printers/microsoft-stops-distrubitng-legacy-v3-and-v4-pr...
4•rolph•1h ago•1 comments
Open in hackernews

Show HN: A Constitutional Framework for Ethical AI Decision-Making

https://github.com/SebastFock/Sovereign-Engagement
2•StrategicEthos•4w ago
I've open-sourced a framework that transforms LLMs into constitutional ethics advisors. It's designed to prevent catastrophic decisions like Volkswagen's emissions scandal or Meta's Cambridge Analytica breach.

Core idea: "Dogma in constitution, pragmatism in execution"

7 Sovereign Principles (non-negotiable boundaries)

7 Engagement Principles (adaptive execution)

Canonical prompt that makes any LLM reason within these boundaries

What makes it different:

Executable, not theoretical - Comes as a prompt you can use right now

Case-study validated - Shows how it would have prevented real disasters

AI-native - Designed for LLM integration from the start

Example: Volkswagen Emissions Scandal

What happened: €30B+ penalties, criminal charges

Framework analysis: Triggers constitutional halt (S2: Integrity violation → deception)

Result: Forces honest choice: redesign, de-rate performance, or exit market

GitHub: https://github.com/SebastFock/Sovereign-Engagement

Looking for feedback:

What other historical tech disasters should we analyze?

How can we improve the prompt engineering?

What AI ethics dilemmas should we test?

How to integrate with existing AI agent frameworks?

This isn't just theory—it's ethics as executable code.

Comments

StrategicEthos•4w ago
Author here. I've been developing a constitutional framework for corporate decision-making and AI governance, which I'm sharing here as a white paper and open-source system prompt.

The core idea is an operating system based on the rule 'dogma in constitution, pragmatism in execution.' It defines seven immutable Sovereign Principles as ethical boundaries, paired with seven adaptive Engagement Principles for tactical execution. A key design feature is its AI compatibility—it's structured to allow LLMs to act as constitutional advisors, checking proposals for principle violations.

I'm sharing this to get feedback from the HN community, particularly on:

1. The applicability of the case studies (Meta's API governance dilemma, Volkswagen's emissions scandal) as tests of the framework. 2. The viability of using structured prompts to make ethical reasoning a consistent, audit-friendly process in organizations. 3. The implementation challenges of embedding such a system into existing corporate governance or product development lifecycles.

The canonical prompt and YAML framework are on GitHub (link in the submission). I'm keen to discuss the concept of 'AI as a constitutional guardrail' and whether this approach could help close the gap between having ethics policies and making ethical decisions under pressure.