[HN Gopher] Outsourcing Thinking
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       Outsourcing Thinking
        
       Author : todsacerdoti
       Score  : 41 points
       Date   : 2026-01-31 21:06 UTC (1 hours ago)
        
 (HTM) web link (erikjohannes.no)
 (TXT) w3m dump (erikjohannes.no)
        
       | wut-wut wrote:
       | Interesting read..
       | 
       | To his point: personally, I find it shifts 'where and when' I
       | have to deal with the 'cognitive load'. I've noticed (at times)
       | feeling more impatient, that I tend to skim the results more
       | often, and that it takes a bit more mental energy to maintain my
       | attention..
        
       | camgunz wrote:
       | This list of things not to use AI for is so quaint. There's a
       | story on the front page right now from The Atlantic: "Film
       | students who can no longer sit through films". But why? Aren't
       | they using social media, YouTube, Netflix, etc responsibly?
       | Surely they know the risks, and surely people will be just as
       | responsible with AI, even given the enormous economic and
       | professional pressures to be irresponsible.
        
         | pixl97 wrote:
         | We lose something when we give up horses for cars.
         | 
         | Have too many of us outsourced our ability to raise horses for
         | transport?
         | 
         | Surely you're capable of walking all day without break?
        
           | andrepd wrote:
           | It's a funnily relevant parallel you're making, because
           | _designing everything around the car_ has absolutely been one
           | of the biggest catastrophes of 2nd half of the 20th century.
           | Much like  "AI" in the past couple years, the personal
           | automobile is a useful tool but making anything and
           | everything subservient towards its use has had catastrophic
           | consequences.
        
             | galaxyLogic wrote:
             | It is political. Designing everything around cars benefits
             | the class of people called "Car Owners". Not so much people
             | who don't have the money or desire to buy a car.
             | 
             | Although, congestion pricing is a good counter-example. On
             | the surface it looks like it is designed to benefit users
             | of public transportation. But turns out it also benefits
             | car-owners, because it reduces traffic jams and lets you
             | get to your destination with your own car faster.
        
         | hippo22 wrote:
         | What is the lesson in the anecdote about film students? To me,
         | it's that people like _the idea_ of studying film more than
         | they like actually studying film. I fail to see the connection
         | to social media or AI.
        
         | squidbeak wrote:
         | Perhaps the films were weren't worth sitting through?
        
         | awesome_dude wrote:
         | Recently a side discussion came up - people in the Western
         | world are "rediscovering" fermented, and pickled, foods that
         | are still in heavy use in Asian cultures.
         | 
         | Fermentation was a great way to /preserve/ food, but it can be
         | a bit hit and miss. Pickling can be outright dangerous if not
         | done correctly - botulism is a constant risk.
         | 
         | When canning of foods came along it was a massive game changer,
         | many foods became shelf stable for months or years.
         | 
         | Fermentation and pickling was dropped almost universally (in
         | the West).
        
         | ahazred8ta wrote:
         | > surely people will be just as responsible with AI
         | 
         |  _That 's exactly what worries us._
        
       | jemiluv8 wrote:
       | Outsourcing to thinking is exactly what I tell our developers.
       | They are hired to do the kind of thinking I'd rather not do.
        
       | slfreference wrote:
       | Distributed verification. 8 billions of us can divide up the
       | topics and subjects and pool together our opinions and best
       | conclusions.
        
         | JamesTRexx wrote:
         | What is that saying again, a person is smart, a group is dumb?
         | 
         | That's the risk involved with opinions and conclusions.
        
       | preston-kwei wrote:
       | The "lump of cognition" framing misses something important. it's
       | not about how much thinking we do, but which thinking we stop
       | doing. A lot of judgment, ownership, and intuition comes from
       | boring or repetitive work, and outsourcing that isn't free.
       | Lowering the cost of producing words clearly isn't the same as
       | increasing the amount of actual thought.
        
       | reducesuffering wrote:
       | See Scott Alexander's The Whispering Earring (2012):
       | 
       | https://gwern.net/doc/fiction/science-fiction/2012-10-03-yva...
        
       | nsainsbury wrote:
       | I actually wrote up quite a few thoughts related to this a few
       | days ago but my take is far more pessimistic:
       | https://www.neilwithdata.com/outsourced-thinking
       | 
       | My fundamental argument: The way the average person is using AI
       | today is as "Thinking as a Service" and this is going to have
       | absolutely devastating long term consequences, training an entire
       | generation not to think for themselves.
        
         | jakubtomanik wrote:
         | I believe that collectively we passed that point long before
         | the onset of LLMs. I have a feeling that throughout the human
         | history vast amounts of people ware happy to outsource their
         | thinking and even pay to do so. We just used to call those
         | arrangements religions.
        
       | nine_k wrote:
       | Thinking developed naturally as a tool that helps our species to
       | stay dominant on the planet, at least on land. (Not by biomass
       | but by the ability to control.)
       | 
       | If outsourcing thought is beneficial, those who practice it will
       | thrive; if not, they will eventually cease to practice it, one
       | way or another.
       | 
       | Thought, as any other tool, is useful when it solves more
       | problems than it creates. For instance, an ability to move very
       | fast may be beneficial if it gets you where you want to be, and
       | detrimental, if it misses the destination often enough, and badly
       | enough. Similarly, if outsourced intellectual activities miss the
       | mark often enough, and badly enough, the increased speed is not
       | very helpful.
       | 
       | I suspect that the best results would be achieved by outsourcing
       | relatively small intellectual acts in a way that guarantees very
       | rare, very small errors. That is, AI will become useful when AI
       | becomes _dependable_ , comparable to our other tools.
        
       | gemmarate wrote:
       | The interesting axis here isn't how much cognition we outsource,
       | it's how reversible the outsourcing is. Using an LLM as a
       | scratchpad (like a smarter calculator or search engine) is very
       | different from letting it quietly shape your writing, decisions,
       | and taste over years. That's the layer where tacit knowledge and
       | identity live, and it's hard to get back once the habit forms.
       | 
       | We already saw a softer version of this with web search and GPS:
       | people didn't suddenly forget how to read maps, but schools and
       | orgs stopped teaching it, and now almost nobody plans a route
       | without a blue dot. I suspect we'll see the same with writing and
       | judgment: the danger isn't that nobody thinks, it's that fewer
       | people remember how.
        
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