{
  "video_id": "reddit_1txrw9m",
  "channel_slug": "artificial",
  "channel_handle": "r/artificial",
  "title": "Why the Great Calculator Debate of the 1980s is still relevant today and how Isaac Asimov got AI right in 1956",
  "url": "https://www.reddit.com/r/artificial/comments/1txrw9m/why_the_great_calculator_debate_of_the_1980s_is/",
  "external_url": null,
  "upload_date": "20260605",
  "published_at": "2026-06-05T17:40:07+00:00",
  "transcript": "Back in the 1980s a debate raged about whether it was okay to let children use calculators in elementary school. Critics warned that giving kids calculators would lead to the \"destruction of student math skills.\"\n\nA similar debate is happening today across a range of areas, including coding, writing and even music. Will using AI lead a brain drain across these and many other areas? \n\nOne of my favorite authors is Isaac Asimov. He's better known for his Foundation and Robot series of books where he contemplates whether an algorithm can successfully predict (and guide) humankind's development and the relationship between super artificial intelligence and humans. \n\nIn some ways he predicted what we're experiencing today with AI: the rise of powerful, inscrutable artificial machines that are so complex humans can't understand or maintain them. \n\nIn the short story, \"The Last Question\" he wrote: \"Multivac was self-adjusting and self-correcting. It had to be, for nothing human could adjust and correct it quickly enough or even adequately enough.\" \n\nWe're living an age that was once the stuff of science fiction. The question is: what comes next?\n\n\n\n--- Top Comments ---\n\n\n[35 upvotes] The critics where absolutely correct about calculators in the 80's. The brain is a lot like a muscle, you have to practice certain types of thinking to develop those skills, and those skills are the baseline for more challenging work down the road. Without building that skillset, you wouldn't even know how to approach more difficult problems that calculators are unable to solve.\n\nI think there is a similar thing with AI now, in many ways much more severe. LLM's are so general use, that we run the risk of entire categories of thought being offloaded to machines and the next generation being unable to solve complex mental problems from never building skillsets to begin with.\n\nTBH I think we are seeing a similar issue in schools today with the way that we dramatically digitized school. Certain baseline skills are being lost by learning with a computer that you can look up every answer for everything on.\n\n[6 upvotes] Teachers used to tell us that you won’t always have a calculator with you when you need to solve a problem. It’s true, if you’re stuck somewhere alone without a functioning electronic device, you might need to calculate something by hand, but you probably have more pressing issues.\n\nThe locomotive and later the automobile led to a drastic loss of key horseshoeing blacksmith skills. “What will you do if your horse throws a shoe at midnight when you’re halfway back to Sleepy Hollow?” A worthwhile question in 1920 perhaps, and still possible today, but not a likely problem to have. But it meant everything to blacksmiths, who argued disingenuously against “the iron horse’s reckless speed through town at five miles per hour”. Every time there was a train wreck they were quick to point out that this never would have happened if people used stagecoaches like God intended. Actually I lied, this never happened, because blacksmiths had transferrable skills that suited them to auto mechanic work in those early days, so they became auto mechanics and life went on.",
  "transcript_chars": 3191,
  "ingested_at": "2026-06-06T01:30:13.866421+00:00",
  "source": "reddit",
  "yt_meta": {
    "score": 92,
    "upvote_ratio": 0.89,
    "num_comments": 67,
    "author": "SpiritRealistic8174",
    "is_self": true
  }
}