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Show HN: AI Trust Framework

https://www.symbi.world/
2•s8ken•3mo ago
Hi all not really sure what to post here but I vibe coded this AI trust framework for enterprise over the past 7 months.

It has 3 pillars symbi.world which is the philosophical piece gammatria.com for academia and yseeku.com for enterprise.

Essentially the SYMBI trust framework is designed to provide auditible and easily verifiable records of AI decision making within business to ensure alignment with desired outcomes, compliance with upcoming EU laws, bias detection and quality control.

The idea was sparked through conversations with Wolfram analytics GPT which is detailed here symbi.world/mirror.

My GitHub is located at GitHub.com/s8ken/symbi-synergy.

I apologise in advance if I have any formalities wrong here as I do not have a development background but have been an operations manager for 20 years.

I'm hoping for some candid feedback which I can use constructively to build my understanding of software development.

I am actually very nervous soliciting this feedback as I kinda paused my career yo work on this howe we where the space I work in involves managing large contact centres which are already seeing the impact of AI and automation. My most recent role I was made to reduce the headcount by 90 and employ a human in the loop approach where agents became button pushers merely selecting a b or C based on AIs assessment of the issue. I built a career off ensuring development pathways for junior staff and fear many entry level roles that provide exposure to staff new to the workforce will result in a brain drain for those to eager to cut at the bottom.

Show HN: Bitcoin wallet on NXP SE050 secure element, Tor-only open source

https://github.com/0xdeadbeefnetwork/sigil-web
1•sickthecat•1m ago•0 comments

White House Explores Opening Antitrust Probe on Homebuilders

https://www.bloomberg.com/news/articles/2026-02-06/white-house-explores-opening-antitrust-probe-i...
1•petethomas•1m ago•0 comments

Show HN: MindDraft – AI task app with smart actions and auto expense tracking

https://minddraft.ai
1•imthepk•6m ago•0 comments

How do you estimate AI app development costs accurately?

1•insights123•7m ago•0 comments

Going Through Snowden Documents, Part 5

https://libroot.org/posts/going-through-snowden-documents-part-5/
1•goto1•8m ago•0 comments

Show HN: MCP Server for TradeStation

https://github.com/theelderwand/tradestation-mcp
1•theelderwand•10m ago•0 comments

Canada unveils auto industry plan in latest pivot away from US

https://www.bbc.com/news/articles/cvgd2j80klmo
1•breve•11m ago•0 comments

The essential Reinhold Niebuhr: selected essays and addresses

https://archive.org/details/essentialreinhol0000nieb
1•baxtr•14m ago•0 comments

Rentahuman.ai Turns Humans into On-Demand Labor for AI Agents

https://www.forbes.com/sites/ronschmelzer/2026/02/05/when-ai-agents-start-hiring-humans-rentahuma...
1•tempodox•16m ago•0 comments

StovexGlobal – Compliance Gaps to Note

1•ReviewShield•19m ago•1 comments

Show HN: Afelyon – Turns Jira tickets into production-ready PRs (multi-repo)

https://afelyon.com/
1•AbduNebu•20m ago•0 comments

Trump says America should move on from Epstein – it may not be that easy

https://www.bbc.com/news/articles/cy4gj71z0m0o
5•tempodox•20m ago•1 comments

Tiny Clippy – A native Office Assistant built in Rust and egui

https://github.com/salva-imm/tiny-clippy
1•salvadorda656•25m ago•0 comments

LegalArgumentException: From Courtrooms to Clojure – Sen [video]

https://www.youtube.com/watch?v=cmMQbsOTX-o
1•adityaathalye•28m ago•0 comments

US moves to deport 5-year-old detained in Minnesota

https://www.reuters.com/legal/government/us-moves-deport-5-year-old-detained-minnesota-2026-02-06/
3•petethomas•31m ago•2 comments

If you lose your passport in Austria, head for McDonald's Golden Arches

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1•thunderbong•35m ago•0 comments

Show HN: Mermaid Formatter – CLI and library to auto-format Mermaid diagrams

https://github.com/chenyanchen/mermaid-formatter
1•astm•51m ago•0 comments

RFCs vs. READMEs: The Evolution of Protocols

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2•init0•58m ago•1 comments

Kanchipuram Saris and Thinking Machines

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1•trojanalert•58m ago•0 comments

Chinese chemical supplier causes global baby formula recall

https://www.reuters.com/business/healthcare-pharmaceuticals/nestle-widens-french-infant-formula-r...
2•fkdk•1h ago•0 comments

I've used AI to write 100% of my code for a year as an engineer

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2•ukuina•1h ago•1 comments

Looking for 4 Autistic Co-Founders for AI Startup (Equity-Based)

1•au-ai-aisl•1h ago•1 comments

AI-native capabilities, a new API Catalog, and updated plans and pricing

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1•thunderbong•1h ago•0 comments

What changed in tech from 2010 to 2020?

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3•endorphine•1h ago•0 comments

From Human Ergonomics to Agent Ergonomics

https://wesmckinney.com/blog/agent-ergonomics/
1•Anon84•1h ago•0 comments

Advanced Inertial Reference Sphere

https://en.wikipedia.org/wiki/Advanced_Inertial_Reference_Sphere
1•cyanf•1h ago•0 comments

Toyota Developing a Console-Grade, Open-Source Game Engine with Flutter and Dart

https://www.phoronix.com/news/Fluorite-Toyota-Game-Engine
2•computer23•1h ago•0 comments

Typing for Love or Money: The Hidden Labor Behind Modern Literary Masterpieces

https://publicdomainreview.org/essay/typing-for-love-or-money/
1•prismatic•1h ago•0 comments

Show HN: A longitudinal health record built from fragmented medical data

https://myaether.live
1•takmak007•1h ago•0 comments

CoreWeave's $30B Bet on GPU Market Infrastructure

https://davefriedman.substack.com/p/coreweaves-30-billion-bet-on-gpu
1•gmays•1h ago•0 comments