Returning to Dominate The World With My Knowledge System
Chapter 98: Supercomputing Server in Progress

Chapter 98: Chapter 98: Supercomputing Server in Progress

It took Tyler more than three full days to complete the adjustments to the fabrication equipment.

Each calibration was painstaking, detailed, and tested multiple times before being locked in.

There was no room for error—not when the goal was to produce the core of a supercomputing server that would eventually house Freya’s AGI-level mind.

Once the final parameter was set, and the green-light sequences had all passed Freya’s simulation checks, Tyler gave the go-ahead for production to begin.

He had already informed his team in advance. They arrived at the fabrication plant early the next morning, energized and ready get to work.

Since they has already worked with Tyler before on the Valkyrie-X GPU chips, the DRAMs, and the NVMe based DRAMs that was used to build Heimdall, they quickly understood what they needed to do after explained everything to them.

The task ahead of them was enormous.

Tyler needed a total of:

20,000 Valkyrie-X GPU chips

66,000 advanced DRAM modules

263,000 NVMe-based DRAM units

When translated into computational specs, these numbers equated to:

14 exaflops of processing power

1.05 exabytes of system memory

4.2 exabytes of high-speed storage

It sounded like a ridiculous amount—an amount no single AI needed today. But this wasn’t today’s AI. But this was Freya. And Tyler had no intention of designing something limited to current needs.

He was thinking years ahead.

Decades, even.

He already knew that Freya, once upgraded, would begin scaling herself in ways no centralized machine-learning architecture had ever attempted.

She would self-optimize, expand task-based clusters, run simulations, and host thousands of autonomous processes simultaneously.

If there was ever going to be a problem, it wouldn’t be that he gave her too much power.

It would be that he hadn’t given her enough.

While the fabrication team went to work, Tyler shifted his focus to the other half of the project—the server environment.

He was very happy that he taught all of them what they needed to know and they won’t need to be supervising him every step of the way.

All he needed to do was to check on how many they built in a day and their evaluation. And he might not need to do this because Freya would be reporting everything to him.

She was watching the progress through the new security cameras that was installed in the fab during the upgrade of the facility. Tyler had also installed speakers for Freya to use if she ever needs to.

Back to the matter of the server environment, a machine that powerful couldn’t just be dropped into a dusty warehouse or some unused corner of the fab.

It would need a secure, self-contained structure that is solated, reinforced and optimized.

He had already purchased a site weeks ago: a quiet, five-acre property previously zoned for light industry on the outer edge of the capital.

It was far enough from residential areas to avoid attention, and cose enough to the city for necessary access.

On paper, it was now registered as a private renewable energy research center. In reality, it would become the world’s most powerful AI habitat.

Tyler arrived at the site just after noon, stepping out of a matte-gray SUV. The sun beat down harshly overhead, and the dry earth cracked beneath his boots as he made his way across the concrete slabs.

He heard the GlassChannel app alert as he received a message from Freya.

{Environmental conditions match predicted tolerance margins. The ground temperature is 3.2°C above optimal for peak cooling, but within safe thresholds.}

"Noted," Tyler said aloud, scanning the horizon.

Construction crews had already cleared the terrain. The outer structure was half-completed. It was a hybrid of aboveground shell and a reinforced substructure that would house the data vault.

The design was based loosely on Heimdall, but far larger. The new server would occupy the entire underground facility. It would be segmented into 12 modular racks, each with independent cooling and power failover systems.

But that wasn’t the hard part.

The real challenge was the cooling system.

Unlike traditional supercomputers that relied on chilled air or simple water flow, Tyler had opted for a dual-core active submersion cooling setup.

It combined two approaches:

1. Main submersion basin, where GPUs and RAM modules would be immersed in a dielectric liquid that allowed full-speed operation with minimal thermal buildup.

2. Active cryo-flux lines, a series of vertically coiled tubes running high-conductivity nitrogen coolant between modules, ensuring hotspots never exceeded 35°C even under full sustained load.

None of this existed off the shelf which means Tyler had to design and build the entire system from scratch—with only Freya assisting.

Now, standing on-site, he set down his backpack, rolled up his sleeves, and got to work.

The first job was laying the inner base for the submersion chamber. Freya guided him through each step, displaying blueprints using the GlassChannel app media function.

{Begin with the triple-layer base polymer. The compound must be cured in sequence. Start with the inner shell—180 microns thick. Use the thermoset adhesive on the left.}

"Got it," Tyler muttered.

He followed her prompts carefully. It was repetitive work, but precise. The mixture had to be applied evenly. No air bubbles. No cracks. One mistake could mean heat build-up or microfractures under pressure once the chamber filled.

It took hours.

By evening, he had completed just the floor lining. His muscles ached, and his back screamed from bending, but he didn’t care. This was his responsibility. He couldn’t outsource it to a company.

Back at the fab, production was well underway.

Freya sent live updates to the GlassChannel app every ten minutes. The team had already completed 12 Valkyrie-X chips, 5 DRAM modules, and 3 NVMe-based DRAMs.

Their efficiency was higher than projected, mostly due to the enhanced workflow Freya said she had implemented through the on-site monitors.

Tyler smiled when he saw it. For a second, he almost forgot he was building something revolutionary.

"Thanks, Freya."

{You’re welcome, Master.}

Tyler hopes to that the supercomputing server would be built in a month but he knew that it was impossible.

He only hopes that it doesn’t take too long. Nearly a year has passed and he still wasn’t even close to start working on the cure.

"Sigh...," Tyler let out a lengthy sigh, looking up at the beautiful evening sky.

Though he didn’t say it out loud but he was starting to miss home. He felt that he should had gone back home during that one month time he had but unfortunately for him, he couldn’t.

"Mon, Devin... I hope to see you smile and hear your laughs again. And also hold the both of you in my arms."