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AI-Generated Misstatement Risk:A Framework for Enterprise Organisations

https://zenodo.org/records/17885472
1•businessmate•1h ago

Comments

businessmate•1h ago
AI assistants are increasingly delivering answers about products, services, and organisational obligations that differ from approved internal documentation. These externally generated representations bypass existing content controls and create a misstatement layer - a parallel communication surface that may expose enterprises to regulatory, legal, reputational, safety, and compliance risks. This briefing offers: • A rigorous taxonomy of misstatement types • A likelihood × severity risk matrix with calibration guidance • An inherent vs. residual risk analysis against existing controls • A comprehensive menu of control strategies (preventive, detective, corrective, compensating) with cost/complexity ranges • A regulatory and legal context showing possible exposure across sectors • An ownership and accountability model mapped to typical enterprise functions • A sector-based severity map to prioritise resources • A decision-tree for risk triage and action sequencing • Proposed success metrics to track control effectiveness This document is structured to support Risk Committees, Compliance, Legal and AI Governance teams in assessing whether misstatement risk is material, and to guide the design of proportionate controls.

I ran DOOM on the Polkadot JAM blockchain on my laptop

https://youtu.be/riyYJo-CKWE?si=nExEmOCjEFfOyTpY
1•danicuki•25s ago•0 comments

36 months and the Australia social media ban

https://bleepitybloopity.com/posts/social-media-ban/
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Twitter

https://www.twitter.new/
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LMArena Is a Cancer on AI

https://surgehq.ai/blog/lmarena-is-a-plague-on-ai
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AI chatbots can sway voters with remarkable ease

https://www.nature.com/articles/d41586-025-03975-9#ref-CR1
1•marojejian•3m ago•1 comments

The first learning-disabled artist to win the UK's most prestigious art award

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We mapped 121,000 videos to figure out how TikTok learns your interests

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Italian cooking awarded Unesco cultural heritage status

https://www.bbc.co.uk/news/articles/c80x3p331lxo
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https://www.postgresql.eu/events/pgconfeu2022/sessions/session/4040/slides/337/Collations%20in%20...
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SpaceX Installs Starlink Vending Machine in Iowa

https://www.pcmag.com/news/spacex-quietly-installs-starlink-vending-machine-in-iowa
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In 1995, a Netscape employee wrote a hack in 10 days that now runs the Internet

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3•miltava•8m ago•2 comments

New OpenAI models likely pose "high" cybersecurity risk, company says

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State of Haskell 2025 Survey

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Historic Overview of Genetic Engineering Technologies for Human Gene Therapy

https://pmc.ncbi.nlm.nih.gov/articles/PMC7555159/
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Free users now get 100 credits/week on A2A Net

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Determinate Nix 3.14.0: introducing a new command for visualizing Nix builds

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Bitchat Secure Worldwide Messenger

https://bitchat.free/
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