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9 min read

AI Training vs. Inference: Designing Networks for Real-World AI Workloads

The same AI model can require significant differences in infrastructure depending on whether you're training it or running it. Here's why your network architecture must account for both.

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11 min read

Why Traditional Networks Fail AI Workloads

Why Traditional Networks Fail AI Workloads The billion-dollar bottleneck hiding in your artificial intelligence infrastructure

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Hedgehog at NVIDIA GTC 2025

8 min read

The Next AI Inflection Point: Jensen Huang's Epochal Vision at GTC 2025

The fog of skepticism that once surrounded AI's practical applications has fully lifted. As I sit here reflecting on Jensen Huang's GTC 2025 keynote,...

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9 min read

The AI Networking Revolution: Dawn of a New Epoch

When we look back at the history of networking, it's clear that the industry moves in distinct epochs. These technological eras aren't merely defined...

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3 min read

Dell'Oro Data Center Switch Report: The Market Is Choosing Ethernet for AI

Dell'Oro Group just released their 4Q 2024 Ethernet Switch - Data Center Report showing record-breaking sales fueled by AI buildouts and a recovery...

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hedgehog-ai-network-connects-iot-sensors-robots-edgecomputing-ai-for-intelligent-industrial-automation

3 min read

Intelligent Industrial Automation with Hedgehog AI Networking

Intelligent Industrial Automation: Smarter, Faster, and More Cost-Effective Businesses in many different industries rely heavily on industrial...

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hedgehog-ai-network-speeds-up-ai-response-time

6 min read

Speed Matters: What DeepSeek Means for Enterprise AI Inference

DeepSeek AI drives lower-cost AI inference for enterprise customers DeepSeek AI proved that optimized reinforcement learning and mixture-of-experts...

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4 min read

Hedgehog Telco Cloud

Hedgehog is the Un-Vendor to telecom service providers who strive to be the Un-Carrier. We saw how the legacy network equipment vendors were treating...

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self-driving car powered by nuclear fusion generated by AI powered by Hedgehog AI network available now

1 min read

Hedgehog is what happened to network automation

One of our customers recently sent us a repost of Bruce Davie's article "What happened to network automation?" It's indeed a reasonable question to...

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Hedgehog AI network software connects GPUs through Supermicro SSE-C4632SB switches in Supermicro Rackscale solutions for AI cloud datacenters

2 min read

Fully Tested Supermicro Rack Scale Solutions with Hedgehog AI Network

AI cloud builders now have a complete solution for open AI infrastructure. Hedgehog now supports Supermicro switches, and Supermicro includes...

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