Insights & Reports

NCM vs LLM: What Next-Concept Modeling Really Changes

Next-Concept Modeling (NCM) introduces a structure-led text generation approach that can outperform traditional large language models (LLMs) in speed and efficiency. This article explains how NCM works, what benchmarks measure, and its implications for technology teams building AI-powered products.

Algorithmic Trading: A Complete Guide

A concise, bilingual overview of what algorithmic trading is, how it works, and why it matters for technology, fintech, and capital markets professionals.

5 keys to the job market in the AI era

An overview of how AI is reshaping work, with some roles being displaced and others enhanced. The piece discusses skills and value in a changing labor market.

CMA Consults on an Algorithmic Order Cap for the Main Market

The Capital Market Authority is consulting until 24 October 2026 on a draft cap of 20 algorithmic orders per executed Main Market trade, excluding Very High Liquidity securities, alongside supervision, testing, and data duties, with final provisions intended to take effect on 1 November 2026.