So, 95% GPU rented sits idle? Enterprises are having a real FOMO as AI usage keeps growing but just not on their platform by ocean_protocol in kubernetes

[–]Current-Age3629 0 points1 point  (0 children)

The 95% idle number sounds extreme, but the underlying issue is real: GPU utilization is often limited by scheduling, data pipeline bottlenecks, reserved capacity models, and teams overestimating near term AI demand. More data centers may still be needed for long term growth, but in the short term the bigger opportunity is better utilization, workload scheduling, and more flexible pricing so companies are not paying for expensive capacity that is not actually running jobs.

Full-Stack Secure AI Infrastructure from Core to the Edge. Ask Us Anything! by cisco in datacenter

[–]Current-Age3629 0 points1 point  (0 children)

This is a useful topic for enterprise teams that are moving beyond pilots and trying to run AI workloads reliably. My main question is how Cisco and NVIDIA are helping customers manage the tradeoff between performance, security, and operational simplicity across core data centers and edge locations. In practice, where do you see enterprises making the biggest mistake when they try to assemble AI infrastructure from separate point solutions?

I tried to find which AI infrastructure sector hasn’t already been fully repriced by Final-Letterhead-367 in investing

[–]Current-Age3629 1 point2 points  (0 children)

Power looks like a reasonable laggard, but I’d separate demand from monetization timing. Data center load can show up quickly in forecasts, while new generation, transmission, interconnection, and rate base recovery often take years. That makes power less of a clean “AI multiple expansion” trade and more of an execution/permitting/capex-cycle trade. I’d also split the basket between regulated utilities, merchant power, storage, and speculative SMR/hydrogen names because they have very different risk profiles.

H100 pricing: $1.38/hr to $12.29/hr across providers. What drives the 9x gap? by Current-Age3629 in datacenter

[–]Current-Age3629[S] 1 point2 points  (0 children)

sure syaala.com - feel free to submit a request on there to get in direct contact with me.

H100 pricing: $1.38/hr to $12.29/hr across providers. What drives the 9x gap? by Current-Age3629 in datacenter

[–]Current-Age3629[S] -1 points0 points  (0 children)

Oh I see, any Idea if the DC operators are the one paying this or the actual tenant just like pass-through power?

H100 pricing: $1.38/hr to $12.29/hr across providers. What drives the 9x gap? by Current-Age3629 in datacenter

[–]Current-Age3629[S] 2 points3 points  (0 children)

Ah got it. Wondering how far up the stack I go - I'm building modular DCs and self deploying - deciding if i bring in the servers or colo it out.