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HP's ZGX Fury workload doubles with Nemotron 3 Super tuning

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HP's ZGX Fury workload doubles with Nemotron 3 Super tuning

3 Key Points

  1. What happened

    Infinity.inc's Auto Research tooling tuned NVIDIA's Nemotron 3 Super on HP's ZGX Fury workstation, doubling concurrent workloads without changing the underlying GB300 hardware, the piece says.

  2. Why it matters

    The tuning achieves more concurrent work on the same GB300 hardware, which may signal that HP's AI workstation can support heavier model-serving loads without a hardware upgrade.

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Context & Analysis

HP's collaboration news arrives after a sharp pullback in its shares, with the stock down 9.6% over one day and 14.5% over the past week, yet still holding a 30.1% year to date gain and a 9.3% one year total shareholder return. Against that backdrop, the Infinity.inc demonstration offers a concrete data point for HP's AI workstation lineup: tuning NVIDIA's Nemotron 3 Super on the ZGX Fury doubled concurrent workloads without touching the underlying GB300 hardware. The body also notes a shift in HP's Personal Systems segment from unit-led growth to higher pricing and richer configurations, evidenced by an 18% revenue rise in Q3 2026 despite a 16% decline in PC unit shipments. That mix shift and the workstation tuning result sit alongside valuation debates: HP last closed at $28.78, above a narrative fair value of $27.31 that implies 5% overvaluation, while a P/E of 10.6x compares with 17.7x for the global tech industry and a fair ratio of 25.5x for the stock itself. How the market weighs the AI hardware momentum against the recent pullback and the pricing-led segment shift is likely to shape the next phase of the story.

FAQ
What hardware was used in the HP AI workstation demonstration?
The tuning ran on HP's ZGX Fury workstation with NVIDIA's Nemotron 3 Super model, without changes to the underlying GB300 hardware.
How much did concurrent workloads increase?
Infinity.inc's Auto Research tooling doubled concurrent workloads without altering the GB300 hardware.
How has HP's stock performed recently?
HP's share price is down 9.6% over one day and 14.5% over the past week, but still shows a 30.1% year to date return and a 9.3% one year total shareholder return.
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