The New AI Scaling Axis: Neuro-Inspired Test-Time Cognition

​After scaling pre & post training, what's next?

​Beyond agent harnesses and fine-tuning, there is a third axis to scale that we call Test Time Cognition. This is the science of improving performance and reducing cost by getting more from existing frozen models at inference.

​Hosted by Voaige, an AI lab at the intersection of neuroscience and AI, this event explores what is becoming the next AI scaling law: efficient cognition at inference time.

​We’ll dive into the inspiration, research, and technology behind Test-Time Cognition, including how Voaige pushed GPT-5.2 beyond GPT-5.4-level performance without fine-tuning or agent harness engineering.

​This event is part of Deep Tech Week. Create a free profile at deep-tech-week.com/register to help hosts approve your registration and build your schedule for the week.