Dystopian / Techno Dystopia
Halima's Algorithm
Combining Octavia Butler + Jose Saramago | Blindness + Automating Inequality
Synopsis
When a woman dies after algorithmic triage deprioritizes her case, five people who each operated one piece of the machine reckon with the fact that none of them did anything wrong.
Butler's visceral, body-centered depictions of institutional power fused with Saramago's flowing, unpunctuated prose and allegorical vision. Blindness provides the structural premise of a catastrophe that reveals rather than creates social cruelty; Automating Inequality provides the thematic machinery of digital systems encoding and accelerating existing hierarchies of who deserves care.
Behind the Story
A discussion between Octavia Butler and Jose Saramago
We met in a county health department waiting room that had been closed for renovation — or rather, closed in the way that public buildings for poor people get closed, meaning someone had turned off the lights and locked the front door and nobody had gotten around to taking down the sign. The plastic chairs were still bolted to the floor in rows of four, angled slightly toward a television mount where no television hung. A notice board behind the intake window still displayed flyers for a flu…
Read the full discussionThe Formula
- Short, blunt physical sentences that interrupt bureaucratic language to insist on the body
- Power dynamics rendered visceral — the specific weight of a specific person acted upon by systems
- Unflinching descriptions of institutional harm as experienced in flesh, not abstraction
- Long flowing sentences where dialogue merges with narration, unmarked, breathing through commas
- The allegorical premise extended to its social conclusions — the algorithm as Saramago's white blindness
- A catastrophe that reveals structures already in place rather than creating new ones
- The plague metaphor inverted: algorithmic sorting as a blindness that sees too much, categorizes too efficiently, and in doing so loses the human figure entirely
- Social order disintegrating not through chaos but through the perfection of its own logic
- The unnamed characters defined only by social role — the doctor's wife, the first blind man — echoed in perspectives named by function
- The digital poorhouse as setting and engine — automated systems continuing centuries of sorting the poor
- Specific mechanisms of algorithmic harm: employment scores, insurance tiers, scheduling queues
- The concept of 'distributed mendacity' — harm through the aggregate of reasonable decisions
Reader Reviews
This is the quietest dystopia I've read in a long time, and I mean that as the highest compliment. No jackboots, no surveillance drones. Just five people doing their jobs. The sentence structures in the opening section mirror the algorithmic processing they describe — those long clause-stacked sentences that keep qualifying and refining until the human disappears inside the data. And then suddenly: 'Halima Hassan died on December 8th.' Short. Blunt. The prose itself enacts what the systems do. What the story withholds is crucial — we never hear Halima's voice directly. We know her through codes and scores and policy numbers. The moment where Farida holds her mother's cold hand and the narration notes it is 'the temperature of something that has stopped generating its own heat' — that's when the technical language finally breaks against something it cannot process.
72 found this helpful
The physical details are what got me. Halima propping herself up on two pillows because lying flat felt like breathing through a wet cloth. The dollar-store cough syrup, sticky and sweet. Her lips turning blue. And then the clinical precision of the PA findings — decreased breath sounds, tachycardia, bilateral edema — which I've documented myself in notes that reduce a frightened person to a list of findings. The story knows that the body is where all these abstractions land. Farida doing CPR on her mother, counting one-two-three-four, pushing for seven minutes — that's the body trying to reverse what the system decided months earlier. Gutting. The bureaucratic sections are well done but I read this story for Halima, not for the people who processed her.
63 found this helpful
This is the most precise depiction of systemic killing I have read in fiction. The story never raises its voice. It does not need to. The sequence where Nadine reviews a file in eleven seconds — 'not because she had timed herself but because the system logged review duration' — is a small masterpiece of institutional portraiture. Each section adds one more layer of correct procedure, and by the end you understand that Halima Hassan was not failed by any person. She was processed. The compliance officer's conclusion — no corrective actions recommended — lands like a verdict on the entire architecture of distributed harm. I work in human rights law, and I have read reports that follow exactly this structure: every actor reasonable, every outcome defensible, one person dead. The closing image of Farida applying for survivor benefits through the same system that killed her mother is devastating precisely because the story does not comment on it. It trusts the reader. That is rare.
58 found this helpful
The story understands something most dystopian fiction does not: that the most effective authoritarian systems are the ones where no one gives an order. Five compliant workers, five correct decisions, one dead woman. This is how power actually operates — not through malice but through procedure. Joyce Butera processing claims from her kitchen table without health insurance of her own is a detail that earns its irony by not lingering on it. The prose is disciplined, mostly. I would cut the Lichtenberg figure metaphor — it's a little too pleased with itself — and the compliance officer's 'unnamed feeling' softens an ending that should stay hard. But the final line, Farida's file being opened by the same system, is merciless. That is where the story should end, and it does.
52 found this helpful
What I appreciate most is that Halima's 'voluntary separation' — leaving work to care for her daughter — is never framed as noble sacrifice. The system coded it and moved on. The story refuses the sentimental mother-narrative. Halima chose her child and 'the country she lived in made her pay for that choice with her life.' That sentence does all the gender analysis a graduate seminar could want without announcing itself as politics. The daughter Farida is rendered with restraint too — she has 'learned that some questions were doors, and behind the doors were rooms that were locked.' A twelve-year-old's understanding of powerlessness, rendered without pathos. The piece falters slightly in giving us five bureaucratic perspectives and none from Halima herself, which is arguably the point but also means we experience her only as an object in others' systems. Deliberate, yes. But I felt the absence.
44 found this helpful
Structurally elegant. Five linked perspectives, each operating one node in a kill chain that no individual node can see. The system design is plausible — employment scores feeding insurance models feeding scheduling algorithms feeding claims processing feeding compliance review. Each handoff is accurate to how these integrated platforms actually work. The 'economic viability index' feeding into medical scheduling priority is the kind of design decision that gets made in a conference room and kills someone eighteen months later. Efficient storytelling too — no wasted scenes, no subplot. My only reservation: the repetitive rhythm of 'process followed, outcome correct' in the final section tells the reader what the prior four sections already showed. Trust the architecture.
41 found this helpful
Fascinating tension between the institutional voice — those clause-heavy sentences deferring agency — and the moments where a body insists on being a body rather than a data point. The narrative voice is complicit: it adopts each system's language, processes Halima the way the systems process her, only breaking its procedural tone for the death scene. Narration is itself a kind of triage — what gets foregrounded, what gets coded, what gets eleven seconds of review. I'd push back on the final section: David's cracked mug and his daughter's Sunday calls threaten to humanize the compliance officer in a way the story has deliberately refused to humanize anyone else. The asymmetry feels unearned. But the closing — Farida's file opened, her case assigned a number — is a structurally perfect loop. The system continues. The story ends. The system does not.
38 found this helpful
The five-perspective structure is architecturally sound — each section replicates the same logic of blameless compliance, and the accumulation is the argument. Raymond's Lichtenberg metaphor is particularly effective: 'you sent current through it and the current found the paths of least resistance and it branched until every individual was alone, scored, priced.' The prose runs long in a way that mirrors the bureaucratic systems it describes, which works as formal strategy even if it occasionally dulls the reading. Where I hesitate is the final section. David Alcantara's moment of almost-feeling — the 'space in his chest' that closes — risks sentimentality in a piece that has otherwise been ruthlessly cold. The story is strongest when it refuses to give anyone an interior life. Still, a structurally intelligent piece.
33 found this helpful
The formal conceit — five sections, five functionaries, each one a gear in a machine that kills by functioning correctly — is not new, but the execution here is unusually disciplined. The prose style shifts register between bureaucratic and visceral in a way that makes the reader feel the friction between the body and the system that processes it. The shift from 'economic viability index was 0.23' to Halima buying dollar-store cough syrup is devastating because the story does not signal the transition as an emotional pivot. It just moves from one fact to the next. The piece costs the reader something, which is what I ask of this genre. What keeps it from the highest mark is the compliance officer section, which introduces a flicker of conscience that the rest of the story has been brave enough to withhold.
27 found this helpful
Heavy story. Well-written but man, it's cold. Five sections of people clicking buttons and none of them do anything wrong and a woman dies. I get what it's going for and the ending with the daughter doing CPR hit me hard. But I kept wanting somebody to break the chain — somebody to look at the screen and say no, this isn't right. Nobody does. That's the point, I know. Doesn't make it a fun read. The insurance guy with his lightning bolt wallpaper was a nice detail though.
19 found this helpful