The headline makes it sound simple: NVIDIA is buying Groq for roughly $20B.

Most people stop there.

I don’t.

Because this deal isn’t about faster inference, cheaper chips, or “more AI.”
It’s about control across compute regimes — and that has real implications for how infrastructure gets priced.

This deal doesn’t reward more megawatts

The lazy takeaway is that Nvidia is doubling down on inference.

That misses the point.

The Groq acquisition rewards optionality, not raw power:

  • Training

  • Inference

  • GPU

  • LPU / ASIC

  • Hybrid deployments

Nvidia isn’t betting on one future.
They’re making sure they’re relevant across all of them.

That’s a subtle but important shift.

Training and inference are not the same problem

Inference-first architectures like Groq work best when:

  • Latency matters more than throughput

  • Deployments are smaller and tightly coupled

  • Workloads are predictable

That is not the same problem being solved by 50–100MW+ hyperscale campuses.

This isn’t an either/or future.

It’s a fragmented compute future — and Nvidia just acknowledged it.

Fragmentation changes what matters in infrastructure

When the stack fragments:

  • No single architecture dominates

  • Hardware cycles shorten

  • Workloads shift faster than facilities can be rebuilt

In that world, the winners aren’t the operators with the most power.

They’re the ones with the most adaptable power.

That’s the lens I’m using.

The key asymmetry the market is missing

Here’s the part that matters economically:

  • Inference-only sites cannot upgrade into training

  • Training-grade campuses can downshift into inference

That flexibility has real value.
And right now, it’s underpriced.

Because optionality doesn’t show up cleanly in a spreadsheet — until the regime changes.

Why this favors CIFR & IREN

This is why I continue to prefer Cipher Mining (CIFR) & Iris Energy (IREN) over more rigid “AI data center” stories.

Not because others are bad businesses.

Because flexibility matters more than branding.

Mining-native operators already solved the hard problems:

  • Power contracting

  • Cooling dense hardware

  • Uptime discipline

  • Operating at hyperscaler-level scale

That’s the foundation you need before you start swapping compute architectures.

A quick note on the interconnection queue

The interconnection queue is a headline.

It is not the business.

What actually matters:

  • Who builds what they disclose

  • Who understands power as a long-duration asset

  • Who can evolve as hardware economics shift

On that front, CIFR & IREN in particular have consistently executed on what they talk about — and tend to understate what they’re working toward.

That matters more than press releases.

Bottom line

“NVIDIA buying Groq” isn’t a victory lap.

It’s an admission that the future of compute won’t be clean, centralized, or uniform.

It will be fragmented.

And in a fragmented world:

  • Rigid infrastructure breaks

  • Single-use facilities get stranded

  • Flexible, power-native campuses gain value

That’s why I still like CIFR & IREN here.

Not because they’re chasing the next trend —
but because they’re positioned to survive all of them.

That’s the kind of asymmetry I care about.

Before it prints.

Connor
Alpha Before It Prints

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A quick note on how I express conviction

For anyone wondering how this framework translates into actual positioning:

I run two live portfolios that reflect two very different parts of my thinking.

The Black Sheep Base Case Portfolio is exactly what it sounds like — core positioning for how I expect the broader market to resolve when structure matters more than headlines.

The Alpha Framework Portfolio is different.

That’s where I take long-term swings on smaller companies I believe can materially outperform over full cycles — names that usually look wrong before they look obvious.

A few past examples from that framework:

  • HIMS — $8.36 → +722% (ATH)

  • SOFI — $5.84 → +452% (ATH)

  • PLTR — $26.58 → +679% (ATH)

  • LMND — $31.31 → +171% (ATH)

  • ONDS — $1.74 → +532% (ATH)

  • CIFR — $2.96 → +762% (ATH)

  • IREN — $5.97 → +1,161% (ATH)

No alerts.
No perfection.
A lot of patience.

That’s not a promise — it’s just context for how I think and how I size risk.

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