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Ask HN: How do you detect compliance risk in Google search results?

1•paolocermelli•1h ago
I’m experimenting with a rules-based approach to classify Google SERP snippets (neutral / adverse / authority-regulatory) for compliance and due diligence use cases.

One issue I keep running into is false positives from high-authority sources: a single regulator PDF or an old enforcement action can outweigh dozens of neutral results, even when the context has materially changed.

For those working in OSINT, risk, or search analysis: how do you usually validate false positives vs. true adverse signals at scale? Do you weight authority differently, or apply temporal or contextual decay?

Warning: Amazon Confirms 5-Year-Long Russian Cyberattack

https://www.forbes.com/sites/daveywinder/2025/12/18/warning-amazon-confirms-5-year-long-russian-c...
1•01-_-•40s ago•0 comments

If anyone is confused where to start AI, comment here

1•agilefever•3m ago•0 comments

Project Vend: Phase Two

https://www.anthropic.com/research/project-vend-2
1•Anon84•4m ago•0 comments

The Exascale Computing Era: From Megaflops to Exaflops

https://ignitehub.tech/supercomputing-technology/exascale-computing-era/
1•HichamAG•4m ago•0 comments

MG begins deliveries of first mass-produced EV with a semi-solid-state battery

https://electrek.co/2025/12/18/mg-delivers-first-mass-produced-ev-with-semi-solid-state-battery/
1•breve•6m ago•0 comments

Future Fed Leaders Push Rate Cuts

https://comuniq.xyz/post?t=629
1•01-_-•15m ago•0 comments

Designing Team Traditions That Fit Your Team

https://www.christiecosky.com/posts/2025/12/traditions-wrap-up/
1•kiyanwang•17m ago•0 comments

Pulumi for All Your IaC – Including Terraform and HCL

https://www.pulumi.com/blog/all-iac-including-terraform-and-hcl/
1•cnunciato•17m ago•0 comments

How to Not Be Replaced by AI

https://www.maxberry.ca/p/how-to-not-be-replaced-by-ai
1•kiyanwang•18m ago•0 comments

FPGAs Need a New Future

https://www.allaboutcircuits.com/industry-articles/fpgas-need-a-new-future/
2•thawawaycold•20m ago•1 comments

Where's Putin? How the Kremlin Hides Him with Three Nearly Identical Offices

https://www.rferl.org/a/kremlin-trickery-putin-offices-secrecy-investigation/33586451.html
1•KomoD•21m ago•1 comments

AI Is Creating More Work, Countering the Doomers for Now

https://humanprogress.org/ai-is-creating-more-work-countering-the-doomers-for-now/
1•doener•21m ago•0 comments

Show HN: CodexPad – a Notion-style workspace with Vim-native editing

https://codex-pad.vercel.app/
1•Animesh0764•26m ago•0 comments

Deep Generative Models – Stanford CS236 Lecture Notes

https://deepgenerativemodels.github.io/
1•hamburgererror•29m ago•0 comments

Fraud Intelligence for Africa

https://www.protegey.com/
2•Captaindiallo•29m ago•1 comments

PostgreSQL extension for BM25 relevance-ranked full-text search

https://github.com/timescale/pg_textsearch
1•jascha_eng•32m ago•0 comments

Monett: Social Media Made for Humans

https://monnett.social/
1•doener•32m ago•0 comments

Building Blocks for Agents in C++

https://github.com/mozilla-ai/agent.cpp
2•daavoo•32m ago•0 comments

Thoughts on paying down tech debt

https://www.proactiveengineer.com/p/26-when-to-pay-down-tech-debts
2•shehabas•36m ago•0 comments

The Edge-First Manifesto

https://marcobambini.substack.com/p/the-edge-first-manifesto
1•daviducolo•39m ago•0 comments

If You've Never Broken It, You Don't Know It

https://www.oreilly.com/radar/if-youve-never-broken-it-you-dont-really-know-it/
2•ArmageddonIt•42m ago•0 comments

NetBSD/Amiga

https://wiki.netbsd.org/ports/amiga/
1•doener•42m ago•0 comments

The Day Our Own Queries DoS'ed Us: Inside Zalando Search

https://engineering.zalando.com/posts/2025/12/we-hacked-ourselves-so-you-dont-have-to.html
1•shutty•43m ago•0 comments

Evaluating Large Language Models in Scientific Discovery

https://arxiv.org/abs/2512.15567
1•mpweiher•46m ago•0 comments

Amazon will allow ePub and PDF downloads for DRM-free eBooks

https://www.kdpcommunity.com/s/article/New-eBook-Download-Options-for-Readers-Coming-in-2026?lang...
2•captn3m0•46m ago•0 comments

The Fight Inside Amnesty International over Its Hamas Report

https://www.thefp.com/p/the-fight-inside-amnesty-international
4•barry-cotter•46m ago•1 comments

New York's Phone Ban Saved High School

https://nymag.com/intelligencer/article/how-new-york-public-school-phone-ban-saved-high-school.html
2•Anon84•46m ago•0 comments

Show HN: Agents.db – an AGENTS.md alternative for LLM agent context

https://github.com/krazyjakee/AGENTS.db
1•krazyjakee•47m ago•0 comments

Getting Ethereum Ready for GigaGas

https://www.nethermind.io/blog/getting-ethereum-ready-for-gigagas
1•benaadams•47m ago•0 comments

Candleloriam: The Cursed Tree

https://medium.com/luminasticity/candleloriam-18f8043d1c0c
1•bryanrasmussen•49m ago•0 comments