Luddites Didn't Stop Industrial Machinery; Cognitive Workers Won't Stop AI

The comparison between the Luddites and today’s concerns about artificial intelligence arguably represents the same pattern we also saw with the personal computer and the internet.

What might be different in each case are the types of workers who fear replacement: factory workers; clerical workers; retail service providers or cognitive workers. 

The Luddites were English textile workers (1811–1816) who protested a change in the production system, namely machinery substitution that:

• Reduced wages

• Replaced highly skilled workers with lower-paid labor

• Lowered product quality

• Shifted economic gains from workers to owners. 

AI is different only in that it seems poised to affect cognitive workers, where industrial production affected “cottage industry.”

Factor	Luddites	AI
Type of labor affected	Manual and craft labor	Cognitive and creative labor
Speed of adoption	Decades	Potentially years
Skill barrier	Replaced artisans with less-skilled workers	May replace both junior and senior knowledge workers
Scope	Textile industry	Nearly all industries

The advent of the personal computer raised concerns that secretaries and typists would disappear. That mostly did happen. 

The internet raised fears of a loss of jobs in:

• Retail stores

• Newspapers

• Intermediaries (travel agents, brokers.

That did happen. 

Across mechanization, PCs, the internet, and AI, the same cycle appears, and some jobs will, in fact, disappear. Others will be created. 

Stage	Typical Reaction
New technology emerges	Excitement and skepticism
Job loss becomes visible	Fear and resistance
Productivity rises	Economic gains accumulate
New industries emerge	Employment shifts
Society adapts	Technology becomes ordinary

But the translation will not be painless:

• Some workers and firms lose

• Workers may experience prolonged wage pressure and displacement

• But new jobs will be created, as well. 

Technology	Dominant Fear	Long-Term Outcome
Textile machinery	Skilled artisans replaced	Cheaper goods, industrial growth, labor upheaval
Personal computers	Office jobs disappear	Major productivity gains and new occupations
Internet	Intermediaries and media collapse	Massive disruption plus entirely new sectors
AI	Cognitive work automated	?

Some disruption is going to happen, and people will not like it.

Sometimes "New Technology" is Not Better than the Existing Alternatives

The “heads up” display on a car’s windshield is quite the novelty. Whether it is useful is not so much the issue. Whether it is usable is the issue. 

If you are wearing polarized sunglasses while driving, the display is blocked. So now you have to make a technology decision: wear only non-polarized sunglasses; have two types of sunglasses or simply realize you aren’t going to be using the heads-up display. 

Interface	Strength	Weakness
Smartphone	Full control, rich apps	Requires attention + hands
Smart glasses	Hands-free, contextual AR	Limited display, battery
HUD (cars, aviation, AR overlays)	Immediate situational awareness	Narrow information bandwidth
Audio (voice assistants, earbuds)	Zero visual load, ambient	Low precision, ambiguity

Sometimes the cool and novel technology might not be transparent or easy to use, though designed that way. 

HUDs face calibration issues, glare in sunlight, and the tendency to clutter your field of vision rather than simplify it.

Gesture controls (BMW, Volvo) require precise, unnatural hand movements; accidental triggers are common; much slower than just pressing a button.

Voice assistants in cars often struggle with accents, road noise, and complex commands and might require you to memorize specific phrasing. 

Smartwatch notifications are easy but replying on a tiny screen, managing apps or navigating menus are clunky.

Smart glasses (Google Glass, Ray-Ban Meta) might be socially awkward to use in public. It can be hard to view the display in bright light and voice commands might feel unnatural. 

Interacting with a fitness tracker with a small display can be challenging. 

Touch-panel light switches that replace a simple tactile switch with a glass panel that you have to look at and press just right can be more work than the original interface.

Smart locks with keypads or apps can mean fumbling with your phone in the dark or cold and is arguably worse than using a key. 

Voice-controlled TVs can be convenient, but it might still be easier to just pick up the remote. 

And some audiovisual enhancements just never seem to catch on, such as 3D TVs or spatial audio headphones with head tracking. The effect is impressive for some  minutes, but then the constant recalibration and lag can become annoying. 

The point is, there typically are multiple ways to satisfy some need, and not all the ways are equally compelling, all the time. 

Use Case / Problem	Smartphone (handheld apps)	Smart Glasses (AR / wearable)	HUD (fixed display, e.g., car windshield)	Audio Interface (voice / earbuds)	Key Tradeoff
Navigation / directions	Map app, turn-by-turn directions	Directions overlaid in field of view	Turn arrows projected on windshield	Spoken directions only	Visual vs. distraction vs. convenience
Messaging / communication	Typing, reading full threads	Glanceable notifications, voice reply	Minimal alerts (e.g., incoming call)	Dictation + read-aloud messages	Precision vs. speed
Translation / language help	App-based translation (camera or text)	Real-time subtitles in view	Rare / limited	Real-time spoken translation	Latency vs. immersion (Alibaba)
Photography / recording	Manual capture via camera	First-person, hands-free capture	Not typical	Voice-triggered capture (via phone)	Control vs. immediacy
Work instructions (field work, repair)	Manuals, videos, checklists	Step-by-step AR overlays on real objects	Industrial HUDs for critical info	Audio instructions	Hands-free advantage is decisive (MDPI)
Fitness / health tracking	Apps + wearable sync	Real-time biometrics in view	Heads-up metrics (cycling, driving)	Spoken coaching feedback	Attention vs. safety
Search / information lookup	Browser or app search	Contextual info about what you see	Limited contextual prompts	Voice queries + answers	Speed vs. depth
Entertainment / media	Video, games, social media	Private AR screens / lightweight viewing	Minimal (music info, etc.)	Music, podcasts	Immersion vs. mobility
Notifications / alerts	Full notification center	Peripheral, glanceable alerts	Critical alerts only	Spoken alerts	Cognitive load management
Meetings / collaboration	Video calls, chat apps	AR annotations, shared view	Limited	Voice-only participation	Richness vs. friction
Accessibility (vision/hearing)	Accessibility apps	Real-time captions, object recognition	Limited	Screen readers, voice control	Continuous assistance advantage (MDPI)
Shopping / product info	Apps, scanning barcodes	Overlay product info in-store	Rare	Voice search	Contextual relevance
Driving / safety	Phone navigation (unsafe to handle)	Experimental (not widely used)	Core use case (speed, nav, alerts)	Voice navigation	Safety-critical context favors HUD
Daily task management	Calendars, reminders	Subtle prompts in field of view	Minimal	Voice reminders	Interrupt vs. ambient nudges

What changes is how and when you access those capabilities using hands, eyes, voice, or passive display. 

Smartphones arguably remain the “general-purpose hub,” while smart glasses, heads-up displays (HUDs), and audio interfaces specialize in reducing friction in specific contexts (hands-free work, real-time awareness, ambient computing).

The point is that the usefulness of any approach is rarely limited to one mode, one device or physical solution, and some “advanced” solutions do not always provide a better user experience.