Moonshot reduced Kimi K3.1 Pro’s offensive cyber capability during training. Why measured capability subtraction could reshape AI procurement and trust.

Quantinuum measured five logical-memory errors per million cycles. Why quantum reliability, correction overhead and reproducible results now matter to business.

Upscale AI’s Token Fabric proposes one network for rival AI chips, turning interoperability into purchasing leverage—if production evidence supports the promise.