Source code, pasted into a chatbot
Engineers pasted semiconductor source code and internal meeting notes into ChatGPT. Samsung banned public AI tools internally. The code couldn't be un-sent.
This is what happens when company data meets ungoverned AI — and how DEBO is built so it doesn't happen to you.
Engineers pasted semiconductor source code and internal meeting notes into ChatGPT. Samsung banned public AI tools internally. The code couldn't be un-sent.
Thousands of ChatGPT conversations shared with "make this chat discoverable" were indexed by Google — including personal and business details most users never meant to publish. The feature was removed after coverage.
Its support chatbot invented a bereavement-refund policy. The tribunal held the airline liable for what its AI said — the company, not the model, pays for the answer.
Executive Regulations (Decree 816/2025) issued Nov 2025. The one-year reconciliation period ends — full compliance enforceable from 1 November 2026.
In force since Sept 2023, enforced since Sept 2024. SDAIA's committees issued 48 violation decisions reported in Feb 2026.
AI used in employment is high-risk (Annex III §4). Obligations on risk management, data governance, logging, transparency and human oversight apply from 2 August 2026.
Every AI call passes one audited door; nothing side-steps it.
Never rows, never names — the model sees the shape, not the values.
A figure crosses only as code-computed math over groups — never one person.
Dictionary, sniffer and roster checks on the serialized payload.
Permission first, plain words, named rows — nothing moves silently.
Receipts and logs a regulator can read.