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

​Hosted by Voaige, an AI lab focused at the intersection of neuroscience and AI, this event offers a deep dive into the next AI scaling law: efficient cognition at inference time.

​AI scaling is moving beyond bigger models, more data, and massive training runs. The next frontier is how compute is allocated during inference. While many test-time compute methods improve intelligence by spending 5× or more, Voaige takes a neuro inspired approach: intelligently allocate compute at test time delivering better performance at a fraction of compute.

​For instance, using test-time cognition, Voaige has pushed GPT-5.2 beyond GPT-5.4-level performance without any fine-tuning or agent harness engineering.

​Speakers to be announced soon.

​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.