February meant the liquidation calendar started moving again.
Gloryan had learned this in November, when the first university IT cycle came through and he'd been too slow — hadn't had the truck, hadn't had the cash, had watched a lot of twelve Dell PowerEdge 2950s go to a recycler in Piscataway for eight dollars each. He'd stood in his kitchen eating cereal at midnight and calculated what those twelve racks would have cost him in lost capacity and not slept at all that night. He didn't make the same mistake in February.
The calendar lived in a spreadsheet tab he'd labeled "hw-sched" in case anyone looked at his laptop, which no one did. He'd built it over four months by signing up for liquidation newsletters, calling IT departments directly and pretending to be a grad student doing research on hardware refresh cycles, and reading enough eBay completed listings to understand the seasonal rhythms of institutional procurement. Universities ran on fiscal years that ended in June. Government contractors ran on federal fiscal years that ended in September. Small data centers — the ones that got squeezed out by AWS and didn't have the capital to modernize — those could go under any time, but they tended to cluster in the winter when Q4 numbers came in and the math stopped working.
He knew the liquidation calendar for New Jersey, Pennsylvania, and Delaware. He knew which university IT departments answered the phone on the first try and which ones you had to call three times before you got someone who could actually tell you whether the hardware was already committed. He knew that the best deals came on the second day of a multi-day sale, after the industrial buyers had taken the high-value equipment and before the recyclers showed up to lowball everything that was left.
This was real knowledge. He'd earned it the way you earned things — by being wrong about it first.
He was aware that none of it was the knowledge that mattered.
The Trenton job came through on a Thursday.
Gloryan was in pre-calc when the email notification hit his phone — a newsletter from a data center broker he'd signed up for in December, subject line: URGENT: Complete liquidation, Trenton NJ facility, 47 racks available, viewing Friday. He read it twice under the desk, then put his phone away and spent the rest of the period staring at the whiteboard and doing arithmetic that had nothing to do with the problem set.
Forty-seven racks. He couldn't buy forty-seven. He didn't have the money, the truck capacity, or the space. But twelve — maybe fourteen if he staged the transport — that was possible. He had $630 in the hardware fund, which was a separate envelope inside the false panel in his closet, and $340 in his bank account that he was supposed to be saving for AP exam fees. He'd figure out the AP exams.
He went to the viewing on Friday afternoon after school, taking the bus to Trenton because he didn't have a license and Tyler from Hoagie Kingdom had agreed to help with the transport on Saturday night for forty dollars and no questions, which was the best deal Gloryan had been able to arrange on short notice. The facility was a low building off Route 1, the kind of place that had probably been a light manufacturing plant before someone put in a raised floor and called it a data center. The broker was a man in his fifties who shook Gloryan's hand without appearing to find anything unusual about a seventeen-year-old in a school hoodie showing up to buy server equipment, which meant either he'd seen stranger things or he needed to move these racks badly enough not to care.
Gloryan walked the rows and counted.
The racks were mid-generation, 2019 or 2020, some wear on the rail mounts but structurally sound. Not the best he'd seen. Better than most of what he'd bought. He pulled out his phone and opened the notes app and started a column of numbers.
"You know what you're looking for," the broker said. It wasn't quite a question.
"Yeah," Gloryan said. "I'm looking for the ones that haven't been opened."
He bought twelve at forty dollars each. He spent $480 and had $150 left in the hardware fund, which he immediately started calculating how to rebuild.
Tyler drove the truck. They did three runs over three nights, Sunday through Tuesday, because the truck could only fit four racks at a time and because doing all twelve in one night would have meant arriving at the storage facility at 4 AM, which Gloryan had calculated was outside the window of plausible invisibility. He and Tyler unloaded in silence, mostly, because Tyler was not curious about anything and Gloryan was not in a conversational mood. On the second night, Tyler said, "This is a lot of computers," and Gloryan said, "Yeah," and that was the whole conversation.
Installation took a week. He worked Tuesday and Saturday nights after closing, which was his established pattern, and he added two Thursday nights when his parents thought he was studying at the library. The library closed at six on weekdays, which meant the library alibi had a hard ceiling, which meant he'd used it three times and would not use it again. He needed a new Thursday excuse and hadn't found one yet.
By the second Saturday of February, all twelve racks were configured and running.
He sat in the folding chair in Unit 47 with his laptop open and the hum of the servers filling the space and the smell of warm electronics and the particular cold that came through the climate-control vents and ran the updated numbers.
"Current capacity," he said.
"Two thousand and eight Computation Units," Sentinel said through his earbuds. "The twelve new racks contribute nine hundred and ninety-six CUs. The additional eight reflects efficiency gains from the configuration adjustments you made to the original array."
"So two thousand."
"Two thousand and eight. The eight is not negligible."
Gloryan looked at the spreadsheet. He'd been at 1,008 since March. He'd spent eleven months getting to that number. He'd spent four months getting from that number to this one. The math on the rate of increase was not encouraging, but the rate had increased — that was real, that was a thing that had happened.
"What's the progress percentage?"
"At two thousand and eight CUs, you have reached four point zero one six percent of basic threat modeling capacity."
Four percent. He'd been at two percent in October. He'd doubled it.
"Run the updated threat model," he said.
The pause was about two seconds longer than usual.
"I should note," Sentinel said, "that the increased capacity allows for a more accurate model. The original estimate was generated at one thousand CUs, which is below the minimum for resolving several variables I previously had to approximate. The updated model will be more accurate. This does not mean it will be more favorable."
"Run it."
Another pause. Then: "Updated survival probability without intervention: two point eight percent."
Gloryan looked at the number on his screen.
"That went down," he said.
"The number became more accurate. These are different things."
"Right." He stared at the screen. "What variables got resolved?"
"Three primary factors. First, I can now model the Kroska fleet's deceleration profile with greater precision, which affects the arrival window. The window is narrower than I previously estimated — a seven-month range rather than fourteen months. Second, I can now account for the probability that Earth's current space observation infrastructure would detect an inbound fleet. That probability is lower than I had approximated. Third, I can model the compounding effect of infrastructure development lag — the relationship between when Earth's defense capacity reaches functional thresholds and the lead time required to actually deploy that capacity. The compounding effect is worse than the linear model suggested."
"So the more you know, the worse it gets."
"The more I know, the more accurately I can assess what I previously estimated imprecisely. The situation has not changed. My understanding of it has."
Gloryan pulled the earbud out of his right ear and let it hang. The servers hummed. The climate control clicked on and off. Through the thin wall of Unit 47 he could hear, faintly, the sound of Gerald's radio from two units down — some kind of oldies station, something with horns.
He put the earbud back in.
"Okay," he said. "What do I do differently."
"You do not do anything differently. The updated model changes the accuracy of our probability assessment, not the strategic direction. The requirements have not changed. The rate at which you need to acquire capacity has not changed. What has changed is that we are operating with better information."
"Better information that says we're more likely to fail."
"Better information that says we were previously overestimating our probability of success. Yes."
He closed the spreadsheet. He opened it again. He looked at the 4.016% for a while, and then he looked at the 2.8%, and then he closed the laptop.
"I'm going to go," he said.
"Understood. The rack in position seven is running three degrees warmer than optimal. I would recommend checking the fan assembly before your next session."
"I'll check it Saturday."
He packed up, turned off the light, and pulled the unit door down. The lock clicked. The gravel of the parking lot was pale in the security lighting. He walked to the road and waited for Tyler, who was parked at the gas station across Route 9 playing a game on his phone, because Tyler had agreed to wait and Tyler, whatever his limitations, did what he said he was going to do.
The oldies station was still audible from somewhere behind him. The horns faded as he reached the road.
He'd started stopping at Hoagie Kingdom on Saturday nights before going to the unit — not to work, just to get coffee and stand in the back for a few minutes where it was warm. Denise was usually there. Denise was always there on Saturday nights because she'd picked up Gloryan's old Saturday opening shifts when he'd switched to closing, and she stayed late because she said the alternative was going home to watch television, which she could do any time.
"You look like a person who's been in a cold room," she said, when he came in the back door at nine-thirty with gravel on his shoes.
"Storage unit," he said.
"Right, the storage unit." She was wiping down the prep counter with the efficiency of someone who'd done it ten thousand times and had learned to think about other things while doing it. "You know what I think about sometimes? What's actually in the storage units on this road. Like, statistically. It's mostly furniture and old bikes and stuff people's mothers left them. But sometimes. You know?"
Gloryan poured himself a coffee from the pot that had been sitting since seven and was probably terrible. "What do you mean, sometimes?"
"I mean sometimes it's something else. My cousin Bertrand — not the one I told you about, different cousin — he rented a unit for three years and it turned out he had a whole workshop in there. Like, a real one. Drill press, lathe, everything. His wife didn't know. He'd tell her he was going to the gym."
"What was he making?"
"Birdhouses." Denise stopped wiping and looked at him with the expression she used when she was about to say something she'd been building toward. "Are you starting a business?"
"No."
"You look like someone who's starting a business and lying about it. I'm not judging. My uncle — different from the cousin — my uncle started a business and lied about it for two years. He's very successful now. Makes custom furniture. He has a website."
"I'm not starting a business."
"Okay," she said.
She went back to wiping the counter. He drank the terrible coffee. After a minute she said, "The thing about starting a business and lying about it is that usually the lying is the hard part, not the business. Like, the business is just work. The lying is the part that costs you."
Gloryan looked at his coffee.
"I'm not starting a business," he said.
"Okay," Denise said again, in exactly the same tone as before, which was the tone of a person who had heard what she needed to hear and filed it in the appropriate place.
He finished the coffee, said good night, and walked out.
The thing was, she wasn't wrong about the lying. She was wrong about what he was lying about — she had the shape of it right and everything else wrong — but the cost part, that she'd gotten exactly right. He was not starting a business. He was, in a way she could not possibly understand, not lying about that specific thing.
He was lying about everything around it. But not that.
Tyler was waiting in the truck.
The Sunday morning after the Trenton installation, Gloryan was in the kitchen at seven-thirty making toast when he heard his father's car leave the driveway. Early for a Sunday. He looked out the window and saw the driveway empty, the oil stain on the concrete where the truck usually sat.
He was still looking at the driveway when Maya came downstairs.
She was in the oversized sweatshirt she'd had since eighth grade and her hair was in the messy configuration she wore when she hadn't decided to be awake yet. She looked at him, then at the window, then at him again.
"Dad had a job," she said. "Emergency call. Water heater."
"I know. I just — " He stopped. "Nothing. You want toast?"
She sat at the kitchen table. He put bread in the toaster for her.
After a minute she said, "You got home at two."
"I was at the library."
She looked at him with the specific patience of someone who was going to let the sentence sit until they both acknowledged how bad it was. The library closed at six. He'd said this. She knew he knew she knew.
"Okay," he said. "I was at the storage unit."
"The one on Route 9."
"Yeah."
"Doing what?"
"Maintenance."
Maya pulled her sleeves over her hands and looked at the table. The toaster clicked. He put the toast on a plate and slid it toward her.
"You don't have to tell me," she said. "I'm not — I'm not trying to, like, report you to Mom or whatever. I'm just. You look really tired all the time and you're there at two in the morning on a Saturday and I don't — " She picked up the toast. "I just don't get what you're doing."
"I know."
"Is it, like, bad? Are you in trouble?"
"No." He said it before he'd finished deciding whether it was true, and then he thought about it, and he thought it was probably true in the way that mattered. "No. I'm not in trouble."
"But it's something."
"It's something," he agreed.
She ate the toast. He stood at the counter with his own piece and looked at the window and the empty driveway and the February sky that was the same flat white it had been all month. Maya didn't ask anything else. He was aware that this restraint was costing her something — she had their mother's particular quality of noticing, and she was using all of it on him, and she was choosing not to deploy it, and that was a choice she was making on his behalf.
He wanted to tell her something. Not everything — not anything close to everything — but something that was true and not a deflection.
"It's a project," he said. "Long-term. It's — I'm building something."
"For school?"
"No."
"For money?"
"No."
She looked at him across the kitchen. "So for what?"
He didn't have an answer that wasn't either a lie or a thing he couldn't say, so he said, "I'll tell you when I can."
She held his eyes for a second, then looked back at her toast. "Okay."
It was not okay. He could see that. She was fourteen and she was deciding to give him room and she was not certain the room was deserved, which was the same calculation his father had been running for months, and somewhere in that parallel he felt the specific vertigo of how much he was asking the people in this house to absorb without explanation.
"Maya."
"What."
"I'm not — " He stopped. Started again. "I know I'm being weird. I know it's a lot."
She shrugged, which was not a dismissal. It was the shrug of someone who had already processed the thing you were trying to tell them and had moved on to deciding what to do about it.
"Just don't die," she said.
"I'm not going to die."
"I know. I'm just saying." She got up and put her plate in the sink. "Don't die and also eat something real today. You had toast for dinner yesterday."
"How do you know what I had for dinner?"
"Because I can see the kitchen from the stairs and you were standing at the counter at eleven eating toast and looking at your phone like it was trying to tell you something." She picked up her water glass and headed for the stairs. "Also the bread bag was moved."
He stood in the kitchen after she left and listened to her footsteps on the stairs and the sound of her door.
The bread bag. He'd moved the bread bag.
He looked at his phone. The screen showed 7:47 AM and a notification from the hardware newsletter and Sentinel's status indicator, which was a small symbol in the corner that looked like a power icon and meant everything was running at normal parameters.
Four percent. Two point eight.
He'd doubled the capacity and the number had gotten worse. He'd spent eleven months on the first thousand CUs and four months on the second thousand and the second thousand had made the model more accurate and the more accurate model said the situation was worse than the less accurate model had said.
Sentinel's voice came through his earbuds — he'd left them in without thinking about it. "You have been standing in the kitchen for four minutes and twelve seconds without moving. Is there a problem?"
"No."
"Your heart rate is elevated."
"I know."
A pause. Then: "The updated survival probability is a more accurate reflection of the actual situation. The actual situation has not changed."
"You said that."
"You appear to need to hear it again."
He almost laughed. Not quite. "The thing is," he said, very quietly, because his mother was somewhere in the house, "I keep thinking that if I do the work, the numbers should get better. Like, that's — that should be how it works."
"You have been operating on a linear model of progress. The relationship between capacity and accuracy is not linear. As capacity increases, the model resolves variables that were previously averaged. Some of those variables, when resolved, improve the estimate. Some worsen it. This pattern will continue."
"So it's going to keep getting worse before it gets better."
"The probability estimate will become more accurate before it becomes more favorable. These are different trajectories."
He put his phone in his pocket. He put his toast in the toaster even though he'd already had toast. He stood at the counter and watched the coils heat up.
"Sentinel."
"Yes."
"When the Auren were doing this — when they were building toward their defense threshold — did the numbers get worse before they got better?"
The pause was longer than processing required. It was the kind of pause he'd learned to recognize.
"I do not have complete access to those records," Sentinel said.
"Do you have partial access?"
Another pause. "Yes."
"And?"
"The Auren had eleven years of warning. They began building immediately. Their numbers — " A pause. "Their probability estimates became more accurate as their capacity increased. I do not have access to the records that show the full trajectory of those estimates."
"But you have partial access."
"Yes."
"Sentinel. Did their numbers get worse before they got better?"
The pause this time was long enough that he pulled the toast out before it finished, because he needed something to do with his hands. He stood with the warm bread and waited.
"That record," Sentinel said, "is inaccessible."
He understood, then, that Sentinel knew the answer and was not giving it to him, and that this was not the same as not having the answer, and that Sentinel knew he understood this, and that neither of them was going to say anything else about it right now.
"Okay," he said.
"I have flagged the fan assembly in rack seven. If you are planning to be at the unit on Tuesday — "
"I'll check it Tuesday."
"Thank you."
He ate the toast standing at the counter. The house was quiet. Somewhere upstairs, Maya was in her room doing whatever Maya did on Sunday mornings. His mother was still asleep, or pretending to be. His father was in someone's basement looking at a water heater.
Four percent of the way to something that was still ninety-six percent away.
He chewed and swallowed and thought about the Auren, who had known their numbers and built anyway, and about whether that was courage or just the only available option, and whether there was a difference.
The bread bag was on the left side of the counter instead of the right.
He moved it back.