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Show HN: A new approach to voter guides (human and AI) – CA Prop 50 example

https://www.fairmind.org/guides/california-proposition-50-2025
1•quadtree•3mo ago
I built a new kind of voter guide you can read directly or explore conversationally with AI. It's a prototype with California's Proposition 50 (special election Nov 4) as the test case.

For pragmatic reasons, it uses a Custom GPT for the AI (direct API integration is currently cost-prohibitive at scale for a public-service project). Assume better AI integration scenarios in the future (browser side-panel, better API economics, etc). But the more fundamental concept is, any integration scenario will need a highly curated, issue-specific knowledge source (the guide content and format).

Would love feedback on the content format (organization, depth, balance), overall concept, and user experience.

Other context for those interested...

Audience: People who want to think through issues for themselves at reasonable cost to their time and sanity.

Problem: Public debate is dominated by advocacy rhetoric—facts twisted to fit narratives, nuance lost to slogans. No one enjoys sifting through that noise for signal. And AI assistants trained on (or searching) the discourse can end up echoing the distortions, or diluting valid arguments along with invalid ones while attempting balance.

Approach: Provide highly curated, balanced, and verified content for informed decision-making. Structure content both for people to read and for their AI assistants to use conversationally. Prompt the AI for strict adherence to guide content in presenting arguments and key facts.

Technographic data samples from my 51M company database

https://github.com/leadita/tech-stack-datasets
1•haynajjar•56s ago•1 comments

Hacker News is just Reddit pretending at sophisticiation

1•Vicinity9635•1m ago•0 comments

Honda Wants Its Cars to Help Fix Busted Infrastructure

https://www.thedrive.com/news/honda-wants-its-cars-to-help-fix-busted-infrastructure
1•PaulHoule•3m ago•0 comments

Tesla exec tells Congress ‘no one has ever’ taken control of its vehicles...

https://electrek.co/2026/02/06/tesla-exec-tells-congress-no-one-has-ever-taken-control-vehicles-b...
1•Bender•4m ago•1 comments

Show HN: VibeBox – an ultrafast macOS sandbox for AI agents

https://github.com/robcholz/vibebox
1•robcholz•4m ago•0 comments

Instagram Emails Links Are Dangerous by Design

https://github.com/xnomagichash/instagram-bug-report
1•ghc•5m ago•0 comments

Zscaler Acquires Browser Security Firm SquareX

https://www.securityweek.com/zscaler-acquires-browser-security-firm-squarex/
1•Bender•5m ago•0 comments

The Inevitable Emergence of Neurons in Probabilistic Search

https://segfaults.co/from-bayesian-inference-to-neural-computation-the-inevitable-emergence-of-ne...
1•moona3k•5m ago•0 comments

Omega-3 is inversely related to risk of early-onset dementia

https://pubmed.ncbi.nlm.nih.gov/41506004/
4•brandonb•7m ago•0 comments

Vouch

https://github.com/mitchellh/vouch
1•dboon•9m ago•0 comments

The next evolution of application security: AI-accelerated DevSecOps

https://www.scworld.com/resource/the-next-evolution-of-application-security-ai-accelerated-devsecops
1•Bender•10m ago•0 comments

Good People Make Others Uncomfortable

https://thecomplexityedge.substack.com/p/the-myth-that-good-people-dont-make
1•srid•11m ago•0 comments

A Better TypeScript-ZScript v0.4.1

https://github.com/zscriptlang/zscript
1•ziyaadsaqlain•12m ago•0 comments

Shaping 0-1 with Claude Code

https://twitter.com/rjs/status/2020184079350563263
1•tosh•12m ago•0 comments

Michael Pollan Says Humanity Is About to Undergo a Revolutionary Change

https://www.nytimes.com/2026/02/07/magazine/michael-pollan-interview.html
1•whack•13m ago•0 comments

Credentials for Linux: Bringing Passkeys to the Linux Desktop

https://alfioemanuele.io/talks/2026/02/01/fosdem-2026-credentials-for-linux.html
1•alfie42•14m ago•0 comments

Show HN: Computerscienceresources.com – A Crowdsourced Learning Platform

https://github.com/AllanKoder/ComputerScienceResources.com
1•CatBread•14m ago•0 comments

Ask HN: How do you handle Canadian income tax brackets in software?

1•jbsgermain•16m ago•0 comments

Tell HN: Claude Code freezes on long inputs

1•logicallee•16m ago•0 comments

Fast Properties in V8 (2017)

https://v8.dev/blog/fast-properties
1•aragonite•17m ago•0 comments

Warming temperatures are shrinking snowpack in key Canadian watersheds

https://www.cbc.ca/news/science/winter-snow-climate-water-9.7078119
1•Teever•17m ago•0 comments

Remote Laravel Development – Mac and Tailscale and Laravel Herd

https://swapnil.dev/remote-laravel-development-with-tailscale-herd-and-mac-studio-the-complete-guide
1•iamswap•17m ago•0 comments

Show HN: Generated implementation of StrongDM Attractor from Markdown specs

https://github.com/brynary/attractor
1•brynary•18m ago•0 comments

Bitcoin is still about $69,000 too high

https://www.ft.com/content/2b030926-2012-4446-b22d-e549e10e7086
3•bookofjoe•19m ago•1 comments

Show HN: CarbonLint – Real-time carbon footprint tracker for code

1•nishalk•21m ago•2 comments

Immigrants Reduced US Deficits by $14.5T Since 1994

https://www.cato.org/blog/cato-study-immigrants-reduced-deficits-145-trillion-1994
3•throw0101c•22m ago•0 comments

I put a real-time 3D shader on the Game Boy Color

https://blog.otterstack.com/posts/202512-gbshader/
2•adunk•26m ago•0 comments

Waymo admits that its autopilot is often just guys from the Philippines

https://www.techspot.com/news/111233-waymo-admits-autopilot-often-guys-philippines.html
3•u1hcw9nx•30m ago•1 comments

Looking for AI Engineering Intern at at Berlin Investment Fund

https://bitcap.jobs.personio.com/job/2497787?language=en
1•dipshady•31m ago•1 comments

Show HN: Bhagavan – a calm, approachable app for exploring Hinduism

https://www.bhagavan.io
4•AkhilSonthi•32m ago•0 comments