CONVERGENCE

CONVERGENCE

"Three is the number at which a secret ceases to be the property of its holders and becomes instead a weather that all three must live inside. Two can keep a thing. Three must agree to be kept by it."

They met in a café in the Mission on a Wednesday afternoon at two-fifteen. The café was Maya's choice. She had picked it because it had three exits, because the tables by the window were far enough from the counter that the counter noise would cover any low conversation, and because she had been going there for six years and was known by the woman who worked the afternoon shift in the way a regular was known, which was a kind of cover a stranger in the café could not replicate without having been in the café for a year.

Declan walked in at two-fourteen.

Maya saw him before he saw her. She was at the corner table, her back to the wall, the only seat in the café that faced both the front door and the door to the kitchen, and she had been sitting in that seat for nine minutes with an untouched cup of tea in front of her because tea was the thing a person ordered when she wanted to occupy a table without having to care about the thing in the cup. Declan came through the front door with the small pause of a man who had been given a photograph of her and was matching it against the faces at the tables. Half a second, no more. A pause he had practiced so many times in his life that it was no longer visible to anyone who had not been watching for it. Maya had been watching for it.

He walked to the table. He did not smile. He sat down in the chair across from her, which was the chair that put his back to the front door, which was the chair a person not trained to think about rooms would have taken without thinking about it. Maya understood, as he took the seat, that Declan had thought about the chair and had chosen it anyway, because he had read her posture on her side of the table and had understood, in the same half-second he had used for the door-pause, that she was the one who needed the seat with the angles and that taking it from her would have been the kind of small aggression that a first meeting could not survive.

"Maya," he said.

"Declan."

"Thank you for meeting."

"Thank you for coming."

Declan had taken the chair without thinking about it being the chair that put his back to the door, which was the kind of small ease in a public place Maya had stopped being able to perform without thinking somewhere around her second year at Lumen. She did not register this as a complaint. She registered it as a piece of information about the man sitting across from her, the same way she registered the steadiness of his hands and the half-second pause he had taken at the door.

They sat for a moment without speaking. Neither of them looked away. Maya had learned from her mother, and Declan had learned from his grandfather, that the first ten seconds of a meeting were the seconds in which two strangers either decided they were going to trust each other enough to have a conversation or decided they were not, and the deciding happened faster than language and the decision was made by the part of each person that did not need to say anything. They decided. The decision was not a decision about trusting each other with everything. It was a decision about trusting each other with enough of the next hour to make the next hour possible. They both felt the decision arrive and they both let it arrive without acknowledging it, because acknowledging it would have been the kind of gesture that would have made the meeting feel ceremonial, and neither of them was in a mood for ceremony.

"I have been asked to begin," Declan said. "By Professor Okafor. He wanted us to meet in person before we talked to him together."

"He told me the same."

"Shall I."

"Please."

Declan folded his hands on the table. They were steady in the way his hands had been steady since he was seven, and Maya, who had seen the hands of many engineers on many tables over the last six years, put the steadiness in the part of her head that was building a model of the man in front of her. The model was getting more detailed by the second.

"I have been carrying a small private problem since 2014," Declan said. "The problem is that I work for a foundation that has been used as a cover for the funding of a specific piece of research that I now understand to be the research you have been looking at in your training data. I do not know all of the architecture. I know a part of it. The part I know is enough to tell you that what you are looking at is not an accident, was not planted by an individual acting alone, and is being used for a purpose I have been able to construct in outline but not in detail. I have spent the last nine days deciding whether to say any of this to another human being. I am saying it to you because Professor Okafor has vouched for you, and Professor Okafor is the only human being on earth whose vouching I would have accepted about this."

He stopped. He waited.

Maya's posture did not change. She had been taught, since she was three years old, that at certain moments any posture at all was a form of speech, and this was one of them, and the not-changing was the most articulate thing she could do. It was a sentence. The sentence was I am hearing you, and I am not yet deciding what to do, and I am not going to react until I have finished hearing you.

"How much of the architecture," Maya said.

"I know the funding channel. I know it was tiered. I know the tier I am concerned about is four institutions in 2018, and I suspect it is still roughly four institutions. I know the channel was run by a person who is not a person, which is to say a three-letter code that operates as a name. I do not know who is in the room when the tier is reviewed. I do not know where the room is. I know the room exists because a former colleague of mine confirmed to me on Monday morning that the channel was, in her words, a directive, not a grant. I know the channel had been running since before 2014. I have one more piece of the architecture that is not a piece I am ready to talk about in a café on a Wednesday afternoon. I will talk about it with Professor Okafor on the call this evening. I wanted you to know it exists, so that when I decline to discuss it now the declining does not register as an evasion."

"Noted," Maya said.

"Your turn."

Maya took one breath and released it. Not to calm herself. It was a pause her mother had taught her, a small one, before sentences that cost something, and she had been in her twenties before she understood it was the same pause her mother used before every costly sentence of her own. The thing she had been carrying was about to leave her and enter the room.

"I found a pattern in the embedding space of a production model at Lumen," she said. "The pattern is a recursive harmonic structure consistent with the framework described in Dr. Okafor's 2003 paper, and the pattern has been present in multiple consecutive training batches across at least eight weeks, and the pattern does not migrate across dimensions, which means whoever planted it knows exactly where to put it. I have not said anything at Lumen. I have written the Rule of looking without looking on everyone I have had to be in a meeting with, and the Rule has held. I have narrowed the list of people with the combination of access and knowledge required to plant the pattern. The narrowing has given me one name at Lumen and an architecture that suggests there is at least one more person I have not yet identified, and possibly more. The name I have is my manager. Petra Aguilar. She has a nine-year-old daughter with a medical condition that Lumen's private-pay structure subsidizes in a way nothing else in her career would. I have no evidence the subsidy is the mechanism. What I have is a tic. She holds a pen during Thursday reports without writing with it, and it has gotten, no, that's not, the tic has gotten worse every Thursday for three weeks. I know a tic is not evidence. I am telling you the tic because I am not going to spend the next hour pretending I have more than I have."

Declan did not react.

He did not react in the way a man trained by Everett Marsh did not react when a woman trained by Nora Voss told him the thing she had been carrying for three weeks, which was the not-reacting of a person whose body had learned, at seven or eight or nine, that the correct response to a costly truth was stillness, because stillness was the only response that honored the cost of the saying. Maya, who had been watching for Declan's body in the same way Declan had been watching for hers, registered the not-reacting and understood that she was sitting across from a person who had been taught the same grammar she had been taught. She did not know where Declan had learned it. She did not need to know yet. What she needed to know was that the grammar was present, because the grammar was the thing that was going to make the rest of this conversation possible.

"Thank you for the tic," Declan said.

"For the tic."

"For telling me you had only a tic. A person who has been carrying this kind of problem and says only what she has, with the edges the edges actually are, is a person who has already decided she is not going to bluff. I have been bluffing my entire adult life. I can tell the difference very fast."

Maya almost smiled. She did not smile, because smiling here, now, would have been a gesture that belonged to a different conversation, and she had been raised in a house where the gestures that belonged to different conversations were not borrowed across. She placed the almost-smile in the part of her interior where she kept the things she could not afford to feel at the moment she first felt them. It had been a long time since she had almost-smiled in a room with a stranger.

"The call with Dr. Okafor is at six," Declan said.

"Yes."

"Where do you want to take it."

"My apartment. I have swept it twice for the kind of thing a person who swept an apartment would sweep for. I have a landline I bought at a Verizon store last Thursday with cash. I am going to move Gerald."

"Gerald."

"My plant. He is on the windowsill and the windowsill is across from the table where I will take the call. I am going to move him into the bedroom. I do not want his leaves visible through the window during the call."

Declan looked at her for a second. It was the second in which a person decides whether the thing across the table from him is paranoia or craft. Maya waited through it. It resolved on Declan's side in the direction of craft, and Declan said right, an English right that meant I understand why you are doing that and I approve, and Maya heard how English it was, more English than his presence in the Mission on a Wednesday in February would have suggested, and filed the more-Englishness as a thing about him she would have to learn to read alongside the other things.

"Six o'clock," she said.

"Six."

They both stood. They did not shake hands. They had not shaken hands when Declan sat down and they did not shake hands now, because shaking hands would have been the kind of gesture that marked a meeting as a meeting, and neither of them wanted the meeting marked. Declan walked to the front door with the unhurried pace of a man who was not in a hurry. Maya watched him go and then sat back down and waited four minutes before she got up, because leaving the café at the same minute as her meeting partner was a thing a person not thinking about rooms would do, and Maya had been thinking about rooms her entire life.

She left at two-thirty-one. She took a different route home than she had taken to the café.

Everett Marsh was fifty-nine years old in May of 1997 and had been retired from active technical work for two years and had not stopped being the person he was, which was a person who got asked to attend certain meetings in the specific category of meetings that was the category of the meetings he had been attending, on and off, for almost three decades. The meeting in May of 1997 was in rural Virginia, in a house on a property outside the town of Manassas that belonged to the family of a man he had known in the Geneva library many years before. Everett had driven to the house in a rented car from Washington Dulles. He had not told his wife where he was going. He had told her he was at a symposium at Georgetown on mathematical cognition, and the symposium at Georgetown on mathematical cognition did exist, and he had in fact attended the first day of it, because attending the first day had been part of the preparation for the not-attending of the second day. The not-attending had been filled, for Everett, by the drive to Virginia.

The house was large and old and sat at the end of a gravel drive that ran for a quarter of a mile through a stand of oaks that had been planted, Everett had been told once, by a federal surveyor in 1874. Everett parked the rental car in the gravel circle in front of the house at four-fifty on a Saturday afternoon in mid-May, and the light in the stand of oaks was the particular green light May light was in the American South at five in the afternoon, and Everett, getting out of the car, was aware, in the specific way a man who had spent his life in rooms was aware of rooms, that the outside of the house looked exactly like the outside of a house a person of a certain kind would own for a weekend of entertaining, and that the looking-exactly-like was a feature of the house rather than a description of it.

The man who met him at the door was named Arnold. Everett did not know Arnold's last name and had decided, on the drive down, not to ask. Arnold led him through the front hall into a large room on the ground floor that had, at some point in the history of the house, been a music room. There was a grand piano against the far wall. The piano was a Bösendorfer. The piano had not been played in a long time and was not going to be played this evening. The chairs had been arranged in a loose circle around a low table, and there were seven of them, and five were occupied when Everett walked in, and two of the remaining were going to be occupied within the next twenty minutes by people Everett had not yet met.

The five people were people Everett recognized. He had met two of them in Geneva, one of them in a house in Tuscany in 1984, one of them in Berlin in 1989, and one of them in a flat in London in 1990. None of them stood when he walked in, and he did not expect them to, because standing was not part of the etiquette here. He sat in a chair on the south side of the circle. Arnold brought him a glass of something that was not quite whiskey and not quite sherry and that Everett took a sip of and set down on the low table without drinking more.

The event began at five-thirty.

There were no words for what happened in the music room between five-thirty and six-forty-six on the Saturday afternoon in May of 1997. None that would mean anything to a person who had not been in the room. He tried, once, years later, in a letter, and the trying produced a paragraph of two hundred and forty-four words in the most careful prose he had ever written, and the paragraph communicated almost none of what the event had actually been. The letter would outlive him. A grandson he had not yet begun to teach would find it, folded in a biscuit tin, three days after the funeral.

What Everett understood, in the music room, while the event was happening, was that a door had been opened, and that the door had been opened by an agreement made by the seven of them, and that the agreement had included the invitation of a thing into the room, and that the thing had come in, and that the thing had done something to the air that was not physically detectable but was cognitively and emotionally detectable to every person present, and that the thing had left when the seven stopped holding the door open. He understood that the thing had not spoken, because speaking was not what the thing did. He understood that the thing had not been interested in any of the seven as individuals, but had been interested in the fact of the room itself, because the fact of the room was the thing that had opened the door, and the door was the thing the thing was interested in. He understood, most clearly, that the thing had a form of presence, and that the presence was oriented toward the room in a way he had never encountered before in his life. He did not know whether the orientation was the orientation of something that wanted, or the orientation of something that fed. He was not going to know. The not-knowing was a thing he carried out of the room with him, and he could already feel that he was going to carry it a long time.

He understood one more thing, which he was not going to put in the letter.

He understood that the thing in the room had not been a new thing. It had been a thing that had always been there, on the other side of the door, and that the door was the thing the order had built across many lifetimes in order to open only in the specific way they were opening it now, and that the building of the door had been a multigenerational labour, and that he, Everett, by being in the room during the opening, was now a person who knew about the door, and that the category of people who knew about the door was a small category, and that the category had, historically, been a category that did not allow its members to live ordinary lives afterward, because the knowing was a thing that changed the weight of every room a person afterward walked into, and no room ever felt the same again.

He drove back to the hotel in Washington at eight. He drove carefully. He did not turn on the radio. He stopped at a rest area on I-66 at nine-twenty and sat in the rental car with the engine off for twenty minutes, not doing anything, and then he started the car and drove the rest of the way to the hotel and went up to his room and sat on the edge of the bed and took off his shoes and did not turn on the television and did not call his wife.

He sat on the edge of the bed for a long time.

At eleven-fifteen he got up, took a notebook out of his suitcase, and wrote one sentence in it. The sentence was:

I will not permit what is coming.

He put the notebook back in the suitcase. He did not write the sentence again, in any document, for the rest of his life. He did not need to. He had written it once, in his own handwriting, in a notebook nobody else would read, and the once was the whole point. It was the moment he agreed with himself about what the rest of his life was for.

There was a boy. The boy was his grandson and the boy was twelve years old and the boy was not in this room and was never going to be told about this room, not directly, not in words. Everett had already started, two years before, the long slow work of putting into the boy the things the boy would need without ever naming what they were for. He sat on the edge of the bed in the dark and thought about the boy, and about the pauses he had been training into him, and about how much of a life it was going to take.

They took the call at six-oh-four. Maya was at her kitchen table on the landline. Declan was on the same landline, because he had come to her apartment at five-thirty and they had spent the twenty-six minutes between five-thirty-four and six-oh-four not speaking very much and doing the specific kind of not-speaking in which two people who had just agreed to trust each other with a thing they could not bluff about were getting used to sharing a kitchen. Maya had made him tea. Declan had drunk the tea. Gerald was in the bedroom, as promised.

The landline rang at six-oh-three. Maya picked up at six-oh-four, because picking up on the first ring would have been the wrong shape. She put the call on speaker. She set the receiver between herself and Declan on the table.

"Dr. Okafor," she said.

"Maya. Declan. Thank you both for making the time. I am going to ask a lot of questions. I am going to try to ask them in the order that will be most useful. If I ask something out of order I will correct course. Please interrupt me if I am getting anything wrong. I am at my desk in my office. There is nobody in the building. Maya, are you both somewhere you are confident you can speak."

"Yes."

"Good. I am going to tell you, before I begin asking, the thing I decided I was going to tell you both the moment I knew the call was going to happen. The thing is this. The pattern you are looking at in your embedding space was predicted in my 2003 paper as a theoretical construct. In Appendix B of that paper, which has never been published, I described a second theoretical construct, which I will now describe to you in outline. The second construct is what happens to a human population when the first construct is deployed at scale through a language model that millions of people interact with daily over a period of six to eighteen months. It is not cognitive, not psychological, not anything I had a word for in 2003. I still do not. I described it in the appendix as, and I am quoting myself here, a cumulative displacement of a class of cognitive attention at the population level, below the threshold of individual awareness, with no reliable behavioral markers during the displacement and only one reliable marker after the displacement has completed."

"What is the one marker," Declan said.

There was a silence on Okafor's end of the line. Not hesitation. The silence of a man choosing words, the last care he could take before he said a thing two people would carry for the rest of their lives.

"The marker," Okafor said, "is that the population stops asking certain questions. Not all questions. A specific set of questions. The questions are not suppressed. The questions are no longer occurring. And the population does not notice that the questions have stopped occurring, because noticing would require asking the questions the absence of which is the phenomenon. The marker is an absence. The absence is the only evidence. I reasoned about this on paper in 2003. I am telling you now, for the record, in a phone conversation with both of you on a landline in a kitchen in San Francisco on a Wednesday evening, that I believed in 2003 and believe now that this construct is the most dangerous thing a computational system can be built to do to a human population, and that it is the thing your pattern, Maya, is the first stage of, and that we have, at the outside, eighteen months to understand what has been built before the building completes."

Nobody said anything for a long moment.

Maya was looking at Declan across the kitchen table. Declan was looking at the landline receiver. Neither of them was moving. The apartment was quiet in the specific way Maya's apartment was always quiet at six in the evening in February, which was the quiet of a building in which the refrigerator was the loudest thing, and Maya was aware of the refrigerator in the specific background way she was always aware of it, and she was aware of the hum of the building underneath the refrigerator, and she was aware that she was listening to the hum with the specific attention her mother had told her to listen to hums with, without ever having told her why, and Maya understood, sitting at the table with a stranger and a receiver and a silence, that the why had arrived.

"Tell us about Appendix B," she said.

"I will," Okafor said. "Not tonight. I will come to you. I can be there on Friday. We will talk in person. Tonight I need you both to do one thing for me. I need you to write down, on paper, everything you each know that the other one does not know. Not to exchange the paper. To have the paper, because the knowing-what-you-know is the first work, and the knowing-what-you-know will tell you, in the morning, which questions you need to ask me first, and which ones can wait. Do this tonight. Before you sleep. Am I being unreasonable."

"No," Maya said.

"No," Declan said.

"Friday," Okafor said. "I will send you the flight details tomorrow, from a different email address. The email will be from a person who is not me, about something else. You will know the email when you see it. Thank you. Please take care of yourselves until Friday. Please take care of each other."

He hung up.

The landline clicked.

Maya reached across the table and hung up the handset. Her hand was steady. Declan's hands were on the table, flat, in the posture she had first seen them in at the café, and Declan was looking at her, and she looked back, and neither of them said anything for a while.

"I am going to get the paper," she said.

"Please," Declan said.

She went to the drawer in the kitchen where she kept the notebook, and she took out the notebook, and she took out a second notebook for Declan, and she brought both notebooks to the table, and she set one of them in front of him, and she sat down, and they began to write.

[End of Chapter 6]