2084: An Algorithmic State — Act VII: Intuition, Chapter 37: Renu’s Question

Confidence 98.9. Renu Sen closes forty files like this a week without thinking. This one holds two stories about the same address, and after thirteen years she asks to see the audit log.

In Brief: Renu Sen, a senior Handler at the Ministry, reviews a routine water and medical file from Sector 12-East. The data inside it contradicts itself, yet the model reports 98.9 per cent confidence. After thirteen years of trusting such numbers, she must decide whether to check the timestamps Samar told her about.

The file that broke thirteen years of discipline was, on its surface, nothing at all.

A household reallocation in Sector 12-East, water and medical tier, confidence 98.9. It was the kind of number Renu closed forty times a week without her hand knowing it had moved.

She read it twice anyway, because something in the underlying data refused to sit quietly the way a 98.9 was supposed to make it sit. The household’s consumption pattern over the past month showed two signals that entirely contradicted each other. Water draw had dropped sharply, as if the occupants had left the address. Three days later, medical requisitions had spiked, as if someone was very much still living there and in acute need. The model had resolved this contradiction by weighting the second signal heavily and treating the first as noise. It had arrived at 98.9 per cent confidence that the household needed an urgent tier increase.

Renu had spent thirteen years training herself to trust exactly this kind of resolution over her own reading of a file. Reading this one, she found she could not make herself do it. To her eye, the two signals were not noise and signal. They were two different, equally plausible stories about the same address. She went back to the numbers in front of her. So far as she could tell from them, a model that had picked one story with 98.9 per cent certainty had not actually resolved the contradiction. It had simply chosen a side and dressed the choice in a number. The number was confident enough that no Handler reading it in seven seconds would ever think to ask which story it had discarded, or why.

She stayed with the file for most of an hour, well past the point where her own queue would normally have moved her on. She had reached the exact junction Samar had described to her weeks ago at a canteen table. She was about to do the thing she had told him, quite firmly, she had chosen not to do.

Before she did it, she thought of the six weeks of her own private tally in the back of her ledger. The Twelve-East volume had crept upward, and she had watched the number without acting on it. She had told herself that a private count in the back pages of a notebook was not the same kind of looking as an audit log. It was still, somehow, on the safe side of a line she had drawn for herself without ever quite saying where the line was. Sitting with this file, she could see the line had been imaginary the whole time.

She pulled the audit log.

Her hand hesitated over the request for perhaps three seconds. Turning it over afterward, she decided it was not fear of what she would find, but a specific, almost physical reluctance. Her body was about to do a thing it had been trained, all its working life, not to need to do. Then she submitted the request, and the log opened as unremarkably as every other document her terminal had ever shown her. There was no warning screen, no flag, nothing in the interface itself to mark the moment. That night, in her ledger, she would call it the end of thirteen years.

Recommendation generated: 10:02:14. Recommendation confirmed by Human Reviewer R. Sen: 10:02:21. Allocation adjustment executed: 10:02:16.

Five seconds before her own confirmation. She had known, in the abstract, exactly what she would find. Samar had told her the shape of it in enough detail that no version of this discovery could have surprised her as a fact. It surprised her anyway, the way a fact you have already accepted intellectually can still, on first direct contact, land somewhere the intellect doesn’t reach.

She pulled three more at random, as Samar had described doing on his own first afternoon of looking. All three showed the same pattern. Pulling them, she had expected some kind of growing dread. What she felt instead, and did not enjoy admitting to herself, was closer to relief. It was the specific relief of a hypothesis, held privately and uncomfortably for weeks, finally confirmed by data she could not argue herself out of.

Vikram passed her desk twice that afternoon. The second time, he remarked that she seemed distracted, and Renu told him she was only tired. The lie came easily, in the same practised register she had long used to reassure citizens whose files she had just closed against them. She watched him walk back to his own desk and blaze through files at his usual ninety-nine point eight. She wondered whether he had ever once sat with a number as she had just sat with this one. There was no way of knowing. And this not-knowing was itself a small, sour joke. The whole Ministry was built on the premise that everything worth knowing could eventually be surfaced, given enough patient counting.

She thought of Arjun, the structural engineer the Union Bureau had matched her with at eighty-nine per cent. He had sat unanswered in the Bureau’s queue for nearly four weeks now. She had spent those four weeks telling herself that her hesitation was a fault in her, a failure of the same discipline that had built her whole career. In every file she had ever reviewed, she had trusted the aggregate over her own instinct. She owed it to her own consistency, she had told herself, to extend the same trust to her own life. She had been asking the wrong question about Arjun for a month. The question had never been whether eighty-nine was a good score. It was whether she had ever once, in four weeks, wanted to find out.

Her uncle called that Thursday, as he always did, and she found herself telling him about the file before he had finished his first question.

“Five seconds,” he said, when she’d finished, in the dry voice she’d come to recognise as the one he used for things that troubled him more than he let show. “You know, in my day, we used to joke that the seven seconds were for the Handler’s benefit, not the citizen’s. Gave a man time to feel useful before he pressed the button he was always going to press. I don’t think either of us understood, joking about it, quite how literally true that would turn out to be.”

“I keep thinking I should feel worse than I do.”

“Give it time. I felt nothing for about a year, after I stopped believing. Then I felt everything at once, for about a week, and then I felt tired, and the tired lasted the rest of my career.” A pause, the pause of a man deciding how much more to say. “What are you going to do about it, Renu. Knowing, I mean. Knowing isn’t nothing, but it isn’t a plan either.”

“I don’t know yet.” She surprised herself, saying it. The sentence had started to feel less like an admission of failure and more like simply the honest shape of where she currently stood. “I think I’m going to decline Arjun. Not because eighty-nine is a bad number. Because I have met him twice and I have not once, since, thought about anything he said.”

That night she wrote a longer entry in her ledger than she had written in weeks. It closed with a line she read back twice before deciding to let it stand, unamended, as she had stopped amending so many of her own sentences lately. Pulled the logs myself today. Five seconds, same as his. I don’t feel like a seam anymore. I don’t know what I feel like instead. Declining Arjun in the morning. Not his fault, not the model’s fault exactly either, just mine, for the first time in a long time, entirely and only mine.

She sat a while longer with the ledger closed in her lap, in the small flat her years of careful, disciplined belief had furnished. Thirteen years of writing one line down every single night, and tonight’s had nothing behind it to compare it to.

In the morning she opened the Bureau’s notification before she opened her queue. Arjun’s name sat at the top, with the eighty-nine beside it, and under the name the two options the Bureau gave every citizen, ACCEPT MATCH and DECLINE. She did not reread the compatibility profile. She pressed DECLINE, and the screen asked her once whether she was certain, and she pressed it again. The Bureau thanked her for her review, in the same clean type her own terminal used for allocations. Her profile, it said, would return to the matching pool within four working days. She closed the window. The first file of her queue came up, Sector 4-West, confidence 97.2. Her hand stayed on the desk for the whole of the seven seconds, and then for some seconds after that.

About this serial: 2084: An Algorithmic State is a dystopian novel by Nithin Palal, published online one chapter at a time.

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