Chapter 3 - The Lab Behind Building Six
Apex Human Performance did not operate off base.
That was the first thing I misunderstood.
Their laboratory occupied two rooms inside Building Six.
Government facility.
Private equipment.
Civilian technicians.
Military instructors moved in and out all day.
The arrangement was legal under the pilot contract.
The problem was Candidate 4417.
Lucas Hale had been gone for three months.
His old tag entered Apex Lab at 08:07 that morning.
Badge logs showed three people inside.
Apex engineer Sophie Grant.
Chief Walker Reed.
Senior Chief Nolan Barrett.
Sophie Grant agreed to speak.
No attorney initially.
“I scanned the tag.”
“Why?”
“Calibration.”
“Why use a separated candidate’s identification?”
“I didn’t know he was separated.”
“The system said active?”
“Yes.”
“Who gave you the tag?”
She looked uncomfortable.
“Chief Reed.”
“What were you calibrating?”
A sensor band.
Unit APX 044.
The same device assigned to Hale during his final training week.
Why keep using his identity?
“We had longitudinal data tied to that profile.”
“Should a human identity be used for calibration after separation?”
“No.”
“Then?”
“Reed said Hale had returned for administrative follow up.”
He had not.
Sophie accepted the explanation.
Another small trust failure.
Then Barrett entered.
“What did he do?”
“He wanted a printout.”
“Of?”
“Hale’s final resilience curve.”
“Why that morning?”
“I don’t know.”
Reed then took the tag.
Forty minutes later, it appeared under my tray.
That looked deliberate.
Why plant it?
To scare me?
To send a message?
Or to make sure I found it?
That possibility bothered me.
Reed hated my audit.
Yet if he wanted the tag hidden, the mess hall floor was stupid.
Then Commander Ward said:
“Maybe Reed didn’t put it there.”
“He had possession.”
“Until 8:50.”
“What happened?”
Camera outside Building Six showed Reed handing something to Barrett.
Too distant to identify.
Barrett entered mess hall before me.
Could be tag.
Then Barrett’s phone.
No incriminating text about planting it.
But one message to Reed after the assault:
YOU WERE SUPPOSED TO SCARE HER, NOT HIT HER IN FRONT OF BENNETT.
So Barrett knew Reed intended intimidation.
That was enough for command action.
Not enough for the tag.
Then Apex contract records.
The vendor was paid partly on successful completion milestones.
One metric:
Percentage of candidate data sets completing full training cycle.
If candidates dropped for injury early, the longitudinal dataset became incomplete.
Too many incomplete sets threatened the pilot’s statistical goals.
Could that incentivize keeping separated candidates “active” digitally?
Sophie looked sick when we asked.
“We had missing data problems.”
“What did Apex do?”
“Imputation.”
Statistical modeling.
Legitimate if disclosed.
“Did you ever use another sailor’s sensor data under a separated candidate ID?”
“No.”
“Could someone?”
“Administrators could reassign bands.”
Who had admin rights?
Four Apex staff.
Reed.
Barrett.
Commander Paul Vance.
Training detachment commander.
That moved the issue upward.
Commander Vance joined the review room with counsel.
He looked irritated.
“Are you suggesting I fabricated human performance data?”
“No, sir.”
“What are you suggesting?”
“That your credentials could reassign sensor identities.”
He stared at me.
“And therefore?”
“Therefore we need access logs.”
He did not like that answer.
Admiral Bennett’s written authority solved the access question.
Logs came.
Candidate 4417 had been reassigned seventeen times after Hale left.
Each reassignment lasted between twenty minutes and four hours.
Sensor data came from different devices.
Different candidates.
Someone was filling the missing longitudinal record.
User account on fourteen reassignment events:
WREED.
Three:
NVANCE.
Not Paul Vance.
Nolan Barrett’s middle initial?
No.
His system username should NBARRETT.
NVANCE belonged to Lieutenant Natalie Vance.
Commander Paul Vance’s daughter?
No.
Navy had another Vance.
Civilian Apex program administrator:
Nora Vance.
No relation to commander.
The similarity almost sent us down wrong road.
Nora had processing rights.
She said:
“I reassigned sensors because Reed sent correction forms.”
“What corrections?”
Paper forms saying Hale’s tag had been accidentally deactivated and should remain in research cohort.
Signed:
Commander Paul Vance.
Vance looked at the copies.
“I never signed those.”
Electronic signature image.
Copied.
Again.
Who generated correction forms?
Metadata:
Apex kiosk.
User:
WREED.
Reed had created forms and applied Vance’s signature image.
That was serious.
But why preserve Hale’s data?
Apex’s next contract phase depended on showing predictive accuracy.
Hale’s injury was a problem because his sensor had rated him ready shortly before he was hurt.
If his dataset ended there, it looked like a failure.
If later healthy data were appended, the model appeared to recover.
They were not merely hiding dropout.
They were repairing the algorithm’s reputation.
Then Sophie whispered:
“There were others.”
“How many?”
She opened an internal spreadsheet.
Twenty three names.
Exactly the number I found in meal anomalies.
Every one had injury or medical hold.
Every one continued producing biometric data.
The meal records were not about stealing food money.
They were part of keeping candidates administratively active so the research system accepted continued sensor uploads.
Paper identity.
Meal identity.
Training identity.
Biometric identity.
All kept alive after the real sailor stopped participating.
Then one name caught my attention.
Candidate 3902.
Status:
Active data supplementation.
Reason:
Heat injury.
Current location according to personnel system:
Deployed.
Jonah Price shook his head.
“No.”
“What?”
“He’s dead.”
The room froze.
Candidate 3902, Evan Mercer, had died during a training incident eleven months earlier.
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Yet the Apex system showed biometric readings under his name as recently as last week.
Continue to the next part: The vendor was not only extending data for injured candidates, it was still generating “live” performance readings under the identity of a sailor who died eleven months earlier.
