AI & ML interests

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Ercin 
posted an update about 21 hours ago
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BIG news for UAE banks. The CBUAE Guidance Note on AI names Large Language Models in its GenAI definition. The CBUAE Rulebook says it was "Issued on 11/2/2026".

Clause 2(b) says "LFIs should not employ AI models that they have no control over." Clause 6(f) asks for "the clear and immediate ability, with human intervention, to cease use". That is a real kill switch. Tested.

The word "agent" never appears in the note. But the UAE Cabinet announced a framework "aiming to transform 50% of UAE Government sectors and services within two years to Agentic AI". Agents are coming. Govern them FIRST.

I mapped ten clauses a GenAI or agent team will touch, with the note's own words and a checklist for Monday:
https://huggingface.co/blog/Ercin/cbuae-ai-guidance-note-generative-ai

Which clause is hardest for your bank to evidence today?
Ercin 
posted an update 2 days ago
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Look. Most bank LLM red team reports are a list of "jailbreaks found". Binary. Useless for a go-live call. WRONG!

So I built the fix. Open. Free.

The LLM Red Teaming for Banking Severity Scorer: nine harm categories (seven mapped to the OWASP LLM Top 10 2025), a severity ladder and five go/no-go gates. Open Criticals at go-live? NO launch. Period.

Now there are 60 synthetic findings for three invented bank LLM systems in the same schema, so you can watch the gates fire BEFORE your real findings touch it. No attack prompts. No model calls. No real bank data.

English finding with no Arabic test in the same category? Flagged. High finding with no named owner? Fails the gate. Tough. Fair.

Try it, break it, tell me which gate is wrong:
Ercin/llm-red-teaming-banking-severity-scorer
Ercin/synthetic-llm-red-teaming-findings-banking