The Connected Bank: How to Build AI Systems That Work Everywhere

Uncover fresh perspectives with our handpicked blog posts on AI advancements.

The AI Leadership Gap

Most AI success stories are just expensive hobbies. Real advantage comes from scaling AI and redesigning how work gets done. Pilots without integration or operating-model change don’t deliver value—they just delay it.

Securing and Governing Enterprise AI: A Practical Framework for the Banking Sector

Red Teaming in AI involves using specialized agents and adversarial techniques to continuously test AI systems for vulnerabilities like manipulation, jailbreaks, and data leakage. This proactive defense helps banks identify weaknesses before they become security incidents, ensuring the AI remains resilient and compliant.

Press Release: vector8’s Recognition at the Trustworthy AI Summit Hosted at EDF Lab

Vector8 was recognized at the Trustworthy AI Summit for its Smart Router Collaborative Research Project with BNP Paribas, which developed a dynamic routing solution that automatically selects the optimal large language model for each query to achieve significant cost savings (up to 10–15x) while optimizing accuracy and sustainability.

Intelligence as Architecture - how changing objective functions improves reasoning for AI models

New Energy-Based Transformers (EBTs) change how AI models reason, using an iterative refinement process instead of single-pass prediction. This new architecture delivers greater efficiency and better performance on unfamiliar data.

The enduring art of problem finding

AI breakthroughs show that bigger isn’t always better. The real advantage comes from asking the right questions.

Lessons from AI tooling - how to build better AI systems by focussing on what works.

Through a forensic analysis of Claude Code, this article reveals how radical simplicity—not over-engineering—is the key to building an effective and successful AI solution.