Chasing Anomalies with a Neural Net - A How To

Day 0: MarTEEN

Duncan turned to his right and slowly repeated the question, placing emphasis on every word.

“What do you see?”

The man he was speaking to was about fifty years old, the temples of his black hair streaked with grey. He was much shorter than Duncan, powerfully built with a thick black moustache. He was dressed in an orange jumpsuit with the identification D-77713 stitched onto the left breast pocket.

He was staring intently into an antique handheld mirror.

As Duncan watched, the man squinted his eyes and pulled the mirror closer to his face. His expression screwed into one of confusion.

He said nothing.

“What do you see?” asked Duncan, raising his voice.

The man hesitated, “Eh, wall?” he offered as if unsure of what he was looking at. He slowly straightened his arm as he spoke, pushing the mirror away from his face.

D-77713 was new to Site-24. His dossier indicated that this was only his third day of active duty within the Foundation. Still, Duncan thought that this assignment was easy enough for anyone. All he had to do was look into the mirror and describe what he saw.

Eventually the man in the jumpsuit was holding his arm straight out in front of him while bending his body away from the mirror. He turned his face to one side and glared at it with one eye as he squeezed the other eye shut. His thick moustache began to contort into a pained grimace.

He looked like a man reacting to a lit firecracker glued to his fingertips.

Except that instead of trying to drop this imaginary firecracker, the man now appeared to be trying to strangle it. His hand was wrapped around the handle of the mirror as if it were a throat. As Duncan watched the fingers of the hand grew white and the arm began to shake.

“D-77713…” Duncan exclaimed, reaching out with his right hand to grab the wrist holding the mirror. He wrapped the fingers of his left hand around the top of the mirror and pulled.

It was standard procedure that all staff refer to D-Class subjects by their numeric designation. But Duncan made it a point to know the name of every D-Class he worked with. This man’s name was Martin. Though he pronounced it “Mar-TEEN.”

The muscles of Martin’s arm were taut as he squeezed the handle. The mirror didn’t budge.

“Martin!” Duncan, barked, demanding the man’s attention.

Martin’s eyes snapped away from the mirror and locked onto Duncan’s. His fingers flew open as he released the mirror. For a panicked moment Duncan was afraid he might drop it.

As soon as Duncan released his wrist, Martin crossed himself.

The two men stared at each other in silence for a moment as the tension drained out of them. Slowly, Martin straightened and his expression cleared. Satisfied that the moment had passed, Duncan turned his attention to the mirror in his hand.

As soon as he looked, Duncan caught sight of his own reflection starting back at him. There was nothing unusual about it. This mirror showed him everything that he’d come to expect from mirrors. That he needed more sunlight. That he had bags under his eyes. That his red hairline was receding. That he needed to smile more.

He had a moment to reflect on how badly he had been sleeping lately, when suddenly, his reflection was gone. In its place was a scene one might expect from a video camera sitting on a table in another room. On the bottom was the white surface of a table. In the foreground was a notepad and a set of keys. In the background was the distant wall of a room similar to the one Duncan was standing in.

Except that this wasn’t a video image. There was no intervening screen. It was if he was looking into a different room through a hole in space ringed by the wood of the handheld mirror. The glass surface of the mirror was simply gone. The effect was thoroughly disorienting. He moved the hand holding the mirror, half expecting to be shown different angles of the other room, but the perspective that he was seeing remained fixed.

He was suddenly struck by an impulse to reach his arm through the mirror frame and touch the notepad on the table. His hand moved forward fractionally before he remembered that this is what Martin was here for. In fact, that Duncan was looking into the mirror himself constituted a breach of protocol.

He turned to regard Martin again and wondered if there were some way to get this man to reach his arm through the portal. Martin stared back at him as if he knew exactly what Duncan was thinking. He leaned forward, chin lifted slightly and gazed calmly into Duncan’s eyes. He had the air of a man who was relieved to finally be presented with a problem that he knew how to solve.

For the first time, Duncan noticed the rough outline of a prison tattoo peeking out of Martin’s open collar.

“You’re coming through loud and clear, Mr. Holstrom,” a voice came through the intercom at his elbow. “And we agree with you. If you try to force him to put his hand through that portal, it’s not going to go well.”

Duncan quickly placed the mirror on the table next to its packing crate.

The voice coming through the intercom belonged to Doctor Eller out of Helsinki. Until he’d spoken Duncan had briefly forgotten the Helsinki team was also involved in this test. That the remote team had caught him breaking protocol by using the mirror was bad enough, that they had also just read his mind was even worse.

The mirror on the table in front of him had been found in an antique store in London nearly thirty years prior. When it was added to Foundation containment it was known to have the unusual property of showing the person looking into it something other than their reflection. People looking into it would sometimes report seeing unfamiliar bedrooms or living rooms. Once someone reported seeing the back seat of a car in motion.

When the Foundation acquired this odd artifact, it did not seem particularly noteworthy compared to many of the other objects held in containment. It was classified it as safe and then put it into storage where it sat for decades. Until one day during routine inspection, someone looked into it and saw what they recognized as the inside of a Foundation facility in another country.

What had followed was the urgent inspection of Foundation testing chambers all over the world to discover if this mirror was, in fact, showing the inside of a Foundation facility. In the end they discovered that the mirror was showing them a processing chamber in Helsinki over four thousand kilometers away.

It turned out that the Helsinki team had recently come into possession of an unusual doll. It was of American mid-century construction. It was made of plastic with blond hair and pale blue eyes that closed when it was placed on its back. The doll had the unusual property of spontaneously saying the strangest things.

Anyone looking through the mirror would see through the doll’s eyes. The doll would sometimes speak the thoughts of whoever was looking into the mirror. The two objects were of different provenance, built and owned thousands of miles apart. There was no reason to think that these two items would be connected in any way. Yet they very clearly were.

The existence of these objects raised a number of important questions. This set of tests had been requisitioned in order to explore them.

“Where you able to get anything from Mar, the subject?” Duncan asked into the intercom.

“Something. Not much,” Doctor Eller responded. “It was garbled.”

“It was religious,” said a woman’s voice through the speaker. This voice belonged to senior researcher Ramirez. “Something to do with a sacrament.”

“You both heard something different?” Duncan asked.

There was a pause. Over the intercom, Duncan could make out two voices quickly conversing in German.

“Yes,” confirmed Eller. “We’re just realizing that we each heard slightly different things.”

“It could be that he was holding the mirror too far away from himself,” Ramirez added. “Get him to hold the mirror closer to his face and try again.”

A quick glance confirmed that Martin was still staring at him evenly.

“Negative,” said Duncan, turning back to the intercom. “I’m going to need different resources on this end. Let me put in an order with staffing and we’ll reconvene to take this up again.”

“Roger,” said Eller. “But let’s try to get this on the schedule for tomorrow. Our site director is breathing down our necks on this one.”

“Roger,” Confirmed, Duncan said. “Look for an update from me later this afternoon.”

When Duncan returned to his desk, he discovered that the screen of his computer had been taken over by a single alert notification. The alert blocked all computer function. Only opening and acknowledging the message would return control of the computer back to Duncan.

He had received only one other message with this level of importance during his time with the Foundation. That time the message had come up on every computer screen at the site and it had been accompanied by claxons warning of a containment breach.

Duncan entered his password into his computer. The message turned out to be a newly scheduled meeting appointment. It was for the following morning at 5:30 am in the Level Four wing of the facility.

This was unnerving. Duncan wracked his brain trying to imagine why he would be summoned to a meeting in the director’s offices. And with a high-priority message.

He clicked a few keys on his keyboard, acknowledging receipt of the message and accepting the appointment.

After a few moments’ hesitation, control of his computer was returned to him.