Inference Becomes the Next AI Chip Battleground
While Nvidia dominates AI model training, the economics are shifting toward inference—the actual deployment of AI models. This transition is opening opportunities for challengers l
Latest Coverage
CoreWeave’s Flexible AI Cloud Pricing Model Signals Strategic Shift
The company has launched new plans to help AI customers balance predictable inference and training workloads while optimizing GPU costs.
Meta Plans to Develop Custom Chips to Train Its AI Models
Meta is advancing its AI ambitions with plans to develop custom chips for training models, alongside major deals with Nvidia and AMD.
Akamai Boosts Inference With ‘Thousands’ of Nvidia Blackwell GPUs
The company scales GPU deployments worldwide, aiming to cut latency and position distributed inference against hyperscaler AI models.
Nvidia’s Vera Data Center CPU Will Anchor Next Phase of AI Infrastructure
The new processor signals a shift in AI data center design as orchestration, inference, and real-time execution move to the center of next-generation workloads.
Inference Becomes the Next AI Chip Battleground
As training infrastructure matures, chip makers are shifting focus to inference acceleration, with new architectures promising dramatic improvements in AI model serving efficiency.
Interview: Akash Systems Bets on Diamond Tech to Crack AI’s Thermal Ceiling
With AMD and Nvidia partnerships and early deployments underway, Akash Systems is pushing diamond-based cooling into the AI mainstream – targeting heat as the next constraint on da
Google DeepMind, Agile Robots Team Up to Reshape AI Data Center Demand
As AI moves from training clusters into factories, warehouses, and autonomous systems, operators face rising pressure on edge infrastructure, data pipelines, and continuous retrain
GTC 2026: Nvidia Unveils Vera Rubin AI Platform, Eyes $1T by 2027
Nvidia CEO Jensen Huang debuted a five-rack AI platform with Groq for agentic inference, raised revenue outlook to $1 trillion through 2027, and sketched a path for orbital data ce
Gimlet Labs, d-Matrix Partner to Boost Agentic AI Inference Performance
The companies say combining specialized inference accelerators with GPUs could deliver major speed and power efficiency gains for frontier AI workloads.