Frontier knowledge

Understand what’s changing

Before it becomes the norm.

Latest from Quandelia

News

Project Agorá tests real-value payments using tokenised bank money

BIS reports July trials of a shared payment platform. Real transactions strengthen the evidence, while production integration remains a separate challenge.

Sep 13, 2026Read the article

Analysis

The Gap Between a Robot Demo and a Dependable Deployment

Physical AI is gaining capabilities. The harder commercial question is how much supervision remains between a successful attempt and a reliable operation.

Sep 13, 2026 3 min readRead the analysis

Workshop

Building a Real-Time Talking Head on a Modest GPU

The engineering constraints behind a talking-head interface: choosing open models, fitting VRAM, sustaining frame rate and keeping a conversation responsive.

Sep 13, 2026 6 min readRead the article

From the frontier to practice

Some developments change what’s possible long before they change everyday life. Quandelia Knowledge follows those shifts, examines what they mean, and shares what we learn by putting ideas to work.