…The shift to inferencing from training isn't the only change occurring in the AI infrastructure market, says the expert. Another change taking place is the shift towards a different cost structure…
…While Krutrim shifts toward cloud infrastructure, rivals such as Sarvam have continued to release new AI models and sign partnerships, including a recent one with space-tech firm Pixxel to develop an…
…With AI inference becoming their primary workload, their primary output is intelligence manufactured in the form of tokens. This transformation demands a corresponding shift in how the economics of AI infrastructure, including…
…The release reflects a broader shift in AI infrastructure design toward data-centric architectures. As accelerated compute capacity continues to outpace the infrastructure that feeds it, improving utilization will depend on reducing…
The compute is real. The implications are stranger than the headline suggests. Colossus 1 which is 220,000 Nvidia GPUs, 300+ megawatts, is now running Claude inference. Anthropic moved fast: Claude Code limits doubled ov…
Working in IT, it’s insane to me how much a compotent manager or director that actually knows how to deal with corporate executives versus the ones that are just yes-men can completely change the trajectory of an IT depa…
…identification of tech giants as military targets highlights the vulnerability of AI infrastructure in conflict zones. Firms are considering a shift from large, efficient hyperscalers to smaller, distributed data centers and “data…
…AI infrastructure without expanding their physical footprint or energy consumption. "Our KIOXIA LC9 Series 245 TB QLC SSD isn't just higher density, it's a shift in how we architect AI…
Dell and Samsung Push AI Infrastructure Into Semiconductor Manufacturing by Harold Fritts on May 18, 2026 AI ◇ Enterprise At Dell Technologies World, Dell announced an expanded partnership with Samsung Electronics to support…
…The economic model is shifting from selling GPU hours to delivering token-metered AI services, where revenue and billing are based on tokens processed rather than infrastructure usage. Token-as-a-Service…
…software that will be required as the AI world shifts beyond human data toward models that learn through simulation and experience. Getting this infrastructure right will unlock an unprecedented scale of reinforcement…
…Taken together, these findings suggest that AI PCs are becoming an important part of how organizations scale AI, particularly as workloads shift closer to the endpoint. 3. The Rise of Agentic AI…
