Why We Hand Decisions to Machines
Why We Hand Decisions to Machines
Lessons from a 19th-Century Novelist Who Saw It Coming
In 1897, famous novelist Joseph Conrad pictured the world as a remorseless knitting machine: “it knits us in and knits us out.” You can’t bargain with it; you can barely stand to look at it. That image threads through Conrad’s novel Lord Jim, where belonging to the pattern feels safer than facing the naked air of moral solitude. It threads through our century’s machine, too — data engines that speak with confidence and invite us to hand off responsibility. The question isn’t whether the machine will work. It’s whether we’ll let it work on us, or work with it in our hands.
Before he was Joseph Conrad, the English stylist, he was Józef Korzeniowski — the orphaned son of Polish nationalists exiled by the Russian Empire — born in Berdychiv in 1857, sent to France at sixteen, then to the decks of the British Merchant Navy, where he rose to captain and learned, in his twenties, to write in a language that wasn’t his. Out of that life came the modernist experiments and moral reckonings we now teach — Heart of Darkness, Lord Jim, Nostromo — tales framed by an unreliable sailor named Marlow who watches men buckle under the weight of their stories.
Conrad envisioned a person being stitched into a moral order that demands faith before thought, loyalty before doubt. In Under Western Eyes, Conrad names the cost with unnerving clarity: there are moments when the veil lifts and we catch a glimpse of “true loneliness,” the “naked terror” of moral solitude that few of us can bear for long. Then the veil drops, and we hurry back to the comfort of sanctioned stories. The relief is real. The price is higher than we admit.
Lord Jim is what happens when a man bets his life on belonging. Jim wants his place “in the ranks.” He takes his orders from the standard, not his conscience, and when that standard hardens into the “sovereign power enthroned in a fixed standard of conduct,” Marlow’s doubt begins to work like a solvent. Doubt is not fashionable. Doubt is not a brand. Yet doubt is the necessary discipline if you mean to live with your name on your choices.
The twenty-first-century machine is faster, quieter, and vastly more accommodating of our desire to hand off responsibility. The model speaks in the register of confidence; the dashboard makes a virtue of velocity; the platform applauds throughput. It is tempting — deliciously tempting — to let “helpful” replace “answerable.” But helpful without being answerable is how the fabric frays: a little harm hidden in a convenience, a quiet injury rationalised as progress, a borrowed authority that never returns to its lender.
Conrad opened Lord Jim with a line from Novalis*: “It is certain my Conviction gains infinitely, the moment another soul will believe in it.” That’s the pressure we’re up against. Belief multiplies in company; once the weave tightens, doubt feels like betrayal. The pause interrupts that multiplication long enough for a person to see again — and to sign what happens next in their name.
*Novalis was the pen name of Georg Philipp Friedrich Freiherr von Hardenberg (1772–1801) — a German Romantic poet-philosopher, novelist, and mystic.
We can do something better than wag a finger at human weakness. We can change the fabric. If Conrad’s machine insisted on knitting, ours can insist on pausing. If the old sovereign demanded assent, ours can demand authorship. The craft of doubt asks different questions.
What does the machine recommend? And what would I need to believe for this to be wrong?
How quickly can we proceed? And what would we lose if we waited?
Who built this system? And who will live with what it decides?
Who’s responsible in general? And who will sign their name to what it decides?
The answers matter less than the asking — the simple act of placing human judgment between impulse and action is what ensures humans think.
Of course, systems reward speed for good reasons, and doubt can become a trap — the endless second-guessing that mistakes hesitation for wisdom. The art lies in knowing when scepticism serves clarity and when it serves fear. Conrad’s characters often fail this test, paralysed by moral complexity. But paralysis isn’t the only alternative to blind faith. Between surrender and stalemate lies the harder work of thinking while acting, of staying awake to consequence even as you choose.
I don’t propose rigid protocols but cultivated habits. The pause that asks a human what we might be missing. The signature that connects decision to consequence. The doubt that treats the machine’s confidence as a starting point, not an ending. These gestures seem small, but they restore something essential: the feeling of being answerable for what happens next. A pause you can feel. A name you can stand behind. A doubt that makes the next step cleaner.
What changes when we refuse to hand off moral judgment? People start thinking more deeply than they have in years. The pause does not infantilise; it oxygenates. Doubt stops being the saboteur of momentum and becomes the scaffolding of meaning. Teams begin to discover the pleasure of modified decisions that would otherwise have marched ahead. Leaders relearn the ancient craft of saying “not yet” for reasons they can defend in daylight. The machine keeps working, but now it works for a person with a stance rather than on a person with a pulse.
This is where responsibility becomes more than a word. When we say the locus of authorship stays human, we’re not describing a process but claiming a stance. The question isn’t how to build the perfect gate or calibrate the ideal pause — it’s how to remain present to our choices rather than absent from them, and how to resist the seductive efficiency of letting the machine think for us.
You can read Conrad as a prophet of limits or a diagnostician of our evasions. I read him as both. The knitting machine “knits us in and knits us out,” he wrote, and the terror of moral solitude makes almost any fabric feel like home. But the answer to terror isn’t surrender; it’s craft. We can take the needles into our hands. We can decide what gets woven and what is left on the table. We can teach ourselves the discipline of honouring pauses, welcoming doubt, and remembering that consequence requires a name. When that happens, something shifts: the machine becomes a loom and the loom becomes an instrument. The pattern is no longer an accident; it’s a choice.
There’s a quiet test I use when evaluating these questions. If velocity routinely outruns reflection, if performance metrics substitute for meaning, if belonging to the system matters more than conscience when trade-offs bite, the machine still owns you. When the counter-signals show up — when you find yourself slowing down to think rather than speeding up to decide, when you remember that someone will live with what you choose — you’re moving back into authorship. It’s visible in the language teams’ use and the tone of their meetings. There is more silence, reflection and better questions. There is the kind of disagreement that makes a thing more human, not more brittle.
Conrad would recognise the feeling. The veil lifts; the view is hard; you do not stare into it forever, or you will crack. But you let it change you. You return to the work with a steadier hand because you comprehend what it means to be answerable. That’s the ethics of the pause. That’s the beauty of a signature. And that’s the point of turning the knitting machine against itself: to make space where people can think bravely, discerningly, with agency — and then build something worth being woven into.
About the Author: Greg Twemlow — © 2025 | All rights reserved. I write at the collision points of technology, education, and human agency, including:
Learning as Self-Authorship — Becoming the author of your learning, life, and legacy.
Creativity as a Sovereign Practice — Expressing what only you can bring into the world.
Agency in an Age of Intelligent Systems — Making decisive, value-aligned choices.
Remixing the World — Transforming existing ideas into new forms that inspire thoughtful examination.
Living in Alignment — Staying in tune with your values, ethics, and the people who matter.
Greg Twemlow, Designer of Fusion Bridge — Contact: greg@fusionbridge.org
Appendix — Why We Hand Decisions to Machines: Frequently Asked Questions
Q: What does Conrad’s “knitting machine” metaphor illuminate about modern AI?
A: It names the pull to be “knit into” a pattern that feels safer than moral solitude. Today’s data engines echo that pull: they speak with confidence and invite us to let them decide instead of standing in our judgment.
Q: What do you mean by “handing off responsibility” to the model?
A: It’s the quiet substitution of helpful for answerable: letting dashboards, throughput, and platform confidence outrun our duty to own consequences. That swap frays the fabric — small harms get rationalised as progress.
Q: If doubt isn’t fashionable, why elevate it?
A: Doubt is a discipline of authorship. It places human judgment between impulse and action, making space to think — and to sign your name to what follows.
Q: What practical “pause questions” change how we decide?
A: Four pairs:
What does the machine recommend? / What would I need to believe for this to be wrong?
How quickly can we proceed? / What would we lose if we waited?
Who built this system? / Who will live with what it decides?
Who’s responsible in general? / Who will sign their name to this decision?
Q: Aren’t pauses and doubt just bureaucracy by another name?
A: No. The aim isn’t paralysis; it’s oxygen. Pauses re-introduce reflection without stalling action, turning doubt into scaffolding rather than sabotage.
Q: So this isn’t a protocol? What is it?
A: Not rigid steps — cultivated habits: a felt pause before commitment, a traceable signature that links decision to consequence, and doubt taken as a starting point, not an end.
Q: How do teams look when authorship returns?
A: Language and tone shift: more silence, sharper questions, disagreements that make work more human, not brittle. Leaders rediscover “not yet” with reasons defendable in daylight.
Q: What’s your quiet test for whether “the machine owns you”?
A: If velocity routinely outruns reflection; if metrics replace meaning; if belonging to the system outweighs conscience when trade-offs bite — you’re being knit in. Counter-signals are slowing to think, remembering who will live with the choice, and choosing to sign.
Q: What’s the endgame of this stance?
A: Turning the knitting machine into a loom — tools that work for a person with a stance, not on a person with a pulse — so the pattern becomes a choice, not an accident.
Notes & Sources
Joseph Conrad, Under Western Eyes (Project Gutenberg).
Joseph Conrad, Lord Jim (Project Gutenberg).
URLs:
https://www.gutenberg.org/ebooks/2480
https://www.gutenberg.org/ebooks/5658