Banking

3 sources filed·EN 2·RU 1

Week 45 · 2-8 Nov

2 sources filed · EN 1 · RU 1

A
The Harness Is the Model: Agent Scaffolding Changes a Fixed LLM's Compliance with Banking Conduct Rules
Five harnesses: a one-shot pipeline, a ReAct tool loop, a loop with policy reachable only by search, a loop with long benign customer memory, and a loop with a same-model reviewer.
11.5 percentage pointsspread between best and worst harness for one model (qwen3.8-flash-next)
arXiv (Huyut)·Other·4 Nov 2026·arxiv.org
B
How we cut content time-to-market from 7 days to 1 hour with a data-driven approach (Как мы сократили Т2М контента с 7 дней до 1 часа, применив подход на основе данных и вывернув известный мем наизнанку)
Generated share: 0% of texts at the end of 2023; 30% of SMS and pushes on GigaChat and DeepSeek by the end of 2024; 70% of short formats generated by GigaChat alone by the end of 2025.
about 1 hourbrief to CRM upload for content that passes the AI checks, against a 5-6 working-day cycle at the end of 2023
Sber·Practitioner post·3 Nov 2026·RU·habr.com

1 source filed · EN 1

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Barclays scales Claude to upgrade operations and improve client experience
Barclays: RAG Colleague Knowledge Assistant live since 2025, 16,000+ colleagues, 1M+ searches. Global Markets email triage about 120,000 emails/day; most engineers on Claude by 2027.
Anthropic / Barclays·Practitioner post·1 Oct 2026·anthropic.com