
Nace’s 90/10 agent split runs on demand hypernetwork adapters, not context or retraining
The autonomy pitch finally gets a mechanism: generate task models from policy at inference time and keep humans only for validation.
By Omar Al-Balawi·· 5 min
5 briefings · “efficiency”

The autonomy pitch finally gets a mechanism: generate task models from policy at inference time and keep humans only for validation.

The AI chip startup says its hardware turns multiply-accumulate into log-and-add, targeting up to 17x more tokens per watt.

An independent Appen evaluation backs some of the Miami AI startup’s most expensive-to-dismiss efficiency promises.

Professor Martin Trefzer says the near-term win is hybrid edge applications, not swapping LLM datacenters.

The first customer shipments are real. Here is what a 12-layer, 48GB HBM4E means for AI memory performance and power tradeoffs.