frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

DemocraticDefenseAgainst Bot Armies/AI Detection+CitizenOversight(JuryDutyModel)

2•MMarleyT•3mo ago
I've been thinking about how democracies can defend against coordinated disinformation campaigns without creating new problems worse than the original one.

The core issue: Bot armies operate at internet speed. Traditional institutions are too slow. But we can't use the "obvious" solutions:

*AI alone?* Black-box decisions nobody trusts, and for good reason.

*Government control?* "Ministry of Truth" is the authoritarian playbook.

*Tech platforms?* Zero democratic accountability, profit motives over public interest.

*The result:* We're stuck. Each option has legitimate problems, so we end up with no solution at all. Meanwhile, coordinated bot campaigns are measurable and observable - we can literally watch the network graphs.

*Current EU proposals include mandatory digital ID verification for social media and weakening encryption. These kill anonymity/privacy or create massive bureaucratic overhead. There has to be a middle path.*

## The Proposal: AI Detection + Random Citizen Panels

*How it works:*

1. *AI does pattern detection* - Coordinated posting behavior (10k accounts, similar content, suspicious timing) - Network anomalies (new accounts all interacting only with each other) - Cross-platform coordination - Unnatural amplification patterns

2. *Random citizens review evidence* (like jury duty) - Shown network graphs, posting patterns, account metadata - Simple question: "Does this look like coordinated inauthentic behavior?" - Vote yes/no, majority rule

3. *Temporary quarantine if flagged* - 48-hour distribution pause - Transparent logging of decision + evidence - Appeals process with independent review - Auto-expires unless extended

*Key structural elements:* - Independent body (not government-controlled) - 3-6 month rotation (prevents capture) - Judges behavior patterns, not content truth - Temporary actions, not bans - Public logging of all decisions

## Why This Structure?

*Democratic legitimacy:* If regular citizens - randomly selected, rotating frequently - make the decisions, you solve the trust problem. Not faceless algorithms, not government diktat, not corporate interests.

*Speed:* AI handles scale, humans provide democratic check.

*Proportional:* Targets coordinated manipulation, not individual speech.

*Preserves privacy:* No mandatory identity verification, no killing anonymity.

## The AI's Role:

Good at: Network analysis, pattern detection, temporal correlation

NOT doing: Judging truth, making final decisions, operating autonomously

## Obvious Problems:

- Legitimate activism can look coordinated - False positives during breaking news - Who decides AI training parameters? - Corporate resistance to implementation - Resource costs - Mission creep risk

## The Question:

Is this better than the status quo (platforms deciding opaquely + bot armies unchecked)? Better than mandatory identity verification or weakened encryption?

What am I missing? How would you improve it?

Particularly interested in: - Technical feasibility of detection - Better safeguards against false positives - Distinguishing authentic coordination from bots - Alternative approaches entirely

---

Context: Not a policy researcher, just frustrated that democracies seem to have no rapid response while the problem is real and measurable.

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•25s ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•46s ago•0 comments

Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•5m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
2•dragandj•7m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•7m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•9m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•10m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•10m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•12m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•13m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•13m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•14m ago•0 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•15m ago•0 comments

OneCourt helps blind and low-vision fans to track Super Bowl live

https://www.dezeen.com/2026/02/06/onecourt-tactile-device-super-bowl-blind-low-vision-fans/
1•gaws•17m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•17m ago•0 comments

Autism Incidence in Girls and Boys May Be Nearly Equal, Study Suggests

https://www.medpagetoday.com/neurology/autism/119747
1•paulpauper•18m ago•0 comments

Wellness Hotels Discovery Application

https://aurio.place/
1•cherrylinedev•19m ago•1 comments

NASA delays moon rocket launch by a month after fuel leaks during test

https://www.theguardian.com/science/2026/feb/03/nasa-delays-moon-rocket-launch-month-fuel-leaks-a...
1•mooreds•19m ago•0 comments

Sebastian Galiani on the Marginal Revolution

https://marginalrevolution.com/marginalrevolution/2026/02/sebastian-galiani-on-the-marginal-revol...
2•paulpauper•23m ago•0 comments

Ask HN: Are we at the point where software can improve itself?

1•ManuelKiessling•23m ago•1 comments

Binance Gives Trump Family's Crypto Firm a Leg Up

https://www.nytimes.com/2026/02/07/business/binance-trump-crypto.html
1•paulpauper•23m ago•0 comments

Reverse engineering Chinese 'shit-program' for absolute glory: R/ClaudeCode

https://old.reddit.com/r/ClaudeCode/comments/1qy5l0n/reverse_engineering_chinese_shitprogram_for/
1•edward•23m ago•0 comments

Indian Culture

https://indianculture.gov.in/
1•saikatsg•26m ago•0 comments

Show HN: Maravel-Framework 10.61 prevents circular dependency

https://marius-ciclistu.medium.com/maravel-framework-10-61-0-prevents-circular-dependency-cdb5d25...
1•marius-ciclistu•26m ago•0 comments

The age of a treacherous, falling dollar

https://www.economist.com/leaders/2026/02/05/the-age-of-a-treacherous-falling-dollar
2•stopbulying•26m ago•0 comments

Ask HN: AI Generated Diagrams

1•voidhorse•29m ago•0 comments

Microsoft Account bugs locked me out of Notepad – are Thin Clients ruining PCs?

https://www.windowscentral.com/microsoft/windows-11/windows-locked-me-out-of-notepad-is-the-thin-...
7•josephcsible•29m ago•1 comments

Show HN: A delightful Mac app to vibe code beautiful iOS apps

https://milq.ai/hacker-news
6•jdjuwadi•32m ago•1 comments

Show HN: Gemini Station – A local Chrome extension to organize AI chats

https://github.com/rajeshkumarblr/gemini_station
1•rajeshkumar_dev•32m ago•0 comments

Welfare states build financial markets through social policy design

https://theloop.ecpr.eu/its-not-finance-its-your-pensions/
2•kome•36m ago•0 comments