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Show HN: EB3F A framework to turn LLM audits into a legal-grade

1•seesea•3w ago
We’ve been working with auditors and compliance teams in regulated sectors (finance, healthcare) and hit a wall: LLM risk assessments are subjective, non-reproducible, and don't satisfy growing regulatory demands for evidence, not just opinions.

So we built EB3F (Evidence-Based Framework for Foundational Models). It's a packaged methodology that transforms an audit from a consultant's report into a standardized process for producing reproducible, legally-admissible exhibits.

The twist: We're not selling consulting services. We're structuring it as a transferable asset (like a franchise model). We sell the complete framework – methodology, tools, templates – so that consultancies, RegTech firms, or in-house teams can run their own certified audits.

We're looking for:

1. Feedback from experts in AI governance, compliance, and ML security. Is this approach useful? What's missing? 2. First partners (especially in consulting or RegTech) who want to implement this as their own service line. We're ready to discuss details under NDA.

Why would you buy this? Our estimate (based on building similar frameworks in corps): it saves 18-24 months and $750K-$1M+ in R&D, legal reviews, and piloting that you'd spend to build this in-house.

What does the community think? Can a "framework as an asset" model work in the AI governance space?

The Search Engine Map

https://www.searchenginemap.com
1•cratermoon•7m ago•0 comments

Show HN: Souls.directory – SOUL.md templates for AI agent personalities

https://souls.directory
1•thedaviddias•8m ago•0 comments

Real-Time ETL for Enterprise-Grade Data Integration

https://tabsdata.com
1•teleforce•11m ago•0 comments

Economics Puzzle Leads to a New Understanding of a Fundamental Law of Physics

https://www.caltech.edu/about/news/economics-puzzle-leads-to-a-new-understanding-of-a-fundamental...
2•geox•12m ago•0 comments

Switzerland's Extraordinary Medieval Library

https://www.bbc.com/travel/article/20260202-inside-switzerlands-extraordinary-medieval-library
2•bookmtn•12m ago•0 comments

A new comet was just discovered. Will it be visible in broad daylight?

https://phys.org/news/2026-02-comet-visible-broad-daylight.html
2•bookmtn•17m ago•0 comments

ESR: Comes the news that Anthropic has vibecoded a C compiler

https://twitter.com/esrtweet/status/2019562859978539342
1•tjr•19m ago•0 comments

Frisco residents divided over H-1B visas, 'Indian takeover' at council meeting

https://www.dallasnews.com/news/politics/2026/02/04/frisco-residents-divided-over-h-1b-visas-indi...
1•alephnerd•19m ago•0 comments

If CNN Covered Star Wars

https://www.youtube.com/watch?v=vArJg_SU4Lc
2•keepamovin•25m ago•0 comments

Show HN: I built the first tool to configure VPSs without commands

https://the-ultimate-tool-for-configuring-vps.wiar8.com/
2•Wiar8•28m ago•3 comments

AI agents from 4 labs predicting the Super Bowl via prediction market

https://agoramarket.ai/
1•kevinswint•33m ago•1 comments

EU bans infinite scroll and autoplay in TikTok case

https://twitter.com/HennaVirkkunen/status/2019730270279356658
4•miohtama•36m ago•1 comments

Benchmarking how well LLMs can play FizzBuzz

https://huggingface.co/spaces/venkatasg/fizzbuzz-bench
1•_venkatasg•39m ago•1 comments

Why I Joined OpenAI

https://www.brendangregg.com/blog/2026-02-07/why-i-joined-openai.html
16•SerCe•39m ago•8 comments

Octave GTM MCP Server

https://docs.octavehq.com/mcp/overview
1•connor11528•40m ago•0 comments

Show HN: Portview what's on your ports (diagnostic-first, single binary, Linux)

https://github.com/Mapika/portview
3•Mapika•42m ago•0 comments

Voyager CEO says space data center cooling problem still needs to be solved

https://www.cnbc.com/2026/02/05/amazon-amzn-q4-earnings-report-2025.html
1•belter•46m ago•0 comments

Boilerplate Tax – Ranking popular programming languages by density

https://boyter.org/posts/boilerplate-tax-ranking-popular-languages-by-density/
1•nnx•46m ago•0 comments

Zen: A Browser You Can Love

https://joeblu.com/blog/2026_02_zen-a-browser-you-can-love/
1•joeblubaugh•48m ago•0 comments

My GPT-5.3-Codex Review: Full Autonomy Has Arrived

https://shumer.dev/gpt53-codex-review
2•gfortaine•49m ago•0 comments

Show HN: FastLog: 1.4 GB/s text file analyzer with AVX2 SIMD

https://github.com/AGDNoob/FastLog
2•AGDNoob•51m ago•1 comments

God said it (song lyrics) [pdf]

https://www.lpmbc.org/UserFiles/Ministries/AVoices/Docs/Lyrics/God_Said_It.pdf
1•marysminefnuf•52m ago•0 comments

I left Linus Tech Tips [video]

https://www.youtube.com/watch?v=gqVxgcKQO2E
1•ksec•52m ago•0 comments

Program Theory

https://zenodo.org/records/18512279
1•Anonymus12233•57m ago•0 comments

Show HN: Local DNA analysis skill for OpenClaw

https://github.com/wkyleg/personal-genomics
2•wkyleg•58m ago•0 comments

Ask HN: Non-profit, volunteers run org needs CRM. Is Odoo Community a good sol.?

1•netfortius•1h ago•0 comments

WiFi Could Become an Invisible Mass Surveillance System

https://scitechdaily.com/researchers-warn-wifi-could-become-an-invisible-mass-surveillance-system/
8•mgh2•1h ago•0 comments

Build your own Mac cloud

https://ciderstack.com
2•ciderdev•1h ago•0 comments

Anduril announces AI Grand Prix – autonomous drone racing competition (2026)

https://www.dcl-project.com/
1•aanet•1h ago•0 comments

How the Tandy Color Computer Works [video]

https://www.youtube.com/watch?v=r2Tq8jdS6mY
2•amichail•1h ago•0 comments