Slashdot Mirror


When an AI Tries Writing Slashdot Headlines (tumblr.com)

For Slashdot's 20th anniversary, "What could be geekier than celebrating with the help of an open-source neural network?" Neural network hobbyist Janelle Shane has already used machine learning to generate names for paint colors, guinea pigs, heavy metal bands, and even craft beers, she explains on her blog. "Slashdot sent me a list of all the headlines they've ever run, over 162,000 in all, and asked me to train a neural network to try to generate more." Could she distill 20 years of news -- all of humanity's greatest technological advancements -- down to a few quintessential words?

She trained it separately on the first decade of Slashdot headlines -- 1997 through 2007 -- as well as the second decade from 2008 to the present, and then re-ran the entire experiment using the whole collection of every headline from the last 20 years. Among the remarkable machine-generated headlines?
  • Microsoft To Develop Programming Law
  • More Pong Users for Kernel Project
  • New Company Revises Super-Things For Problems
  • Steve Jobs To Be Good

But that was just the beginning...



Those five headlines were all derived from the first decade, but it's really nice to see that Steve Jobs made it into both decades. When training on the second set of 82,871 headlines from Slashdot's second decade, the neural network began envisioning the co-founder of Apple tackling even greater challenges.
  • Steve Jobs Allowed To Deal With Solar Power
  • Steve Jobs Sues Death of the Future

The neural network "did its best to reflect the new topics of the last decade," Janelle writes, adding "Compared to the late 1990s and early 2000s, some companies and topics disappeared, while the coverage of Apple in particular exploded."

But Sun Microsystems also founds its way into several headlines -- especially when Janelle tried to create the "essential" Slashdot headline using the whole 20-year set.

  • Sun Sues Open Source Project Content
  • Sun Sues New Star Trek To Stop The Math

And as technology continues changing our world, Sun isn't the only company that the neural network saw pushing for new rights in court.

  • Sony Sues Apple Server For Seconds Off From SpaceX Project
  • Apple Sues Apple To Start The Solar Power Project

Janelle will send you four more pages of machine-generated Slashdot headlines if you subscribe to her blog's announcement list. But after savoring the whole surreal AI-enabled look at the last 20 years, these four headlines were still my favorites:

  • Red Hat Releases Linux Games And Moon
  • Why Open Source Power Man Sues Java
  • Microsoft Releases New Months
  • Ask Slashdot: Do We Want To Be the Computers?

24 of 165 comments (clear)

  1. You mean actual humans normally write Slashdot hea by Anonymous Coward · · Score: 3, Funny

    dlines?! That's impressive. I thought only AI could be *that* obnoxious and stupid.

  2. Garbage in.... by Anonymous Coward · · Score: 5, Funny

    ...garbage out!

    1. Re:Garbage in.... by Oswald+McWeany · · Score: 3, Funny

      ...garbage out!

      Is it really garbage out.

      I want to know the answer to this ask Slashdot:

      "Do We Want to Be the Computers?" -- well do we?

      --
      "That's the way to do it" - Punch
  3. Meh by enigma32 · · Score: 4, Interesting

    This is fun, I guess. I've seen other posts on this blog as well.
    It's all moderately interesting, but with the best ones filtered to the top by a human, doesn't that kind of defeat the purpose?
    Seems like wasted research dollars, to me.

    1. Re: Meh by Andy+Smith · · Score: 4, Funny

      Here's something else that's moderately interesting. The Venn diagram of people who will never contribute anything to the world, and people who describe things as "meh" on the internet, is just a circle.

    2. Re: Meh by davide+marney · · Score: 2

      Out of every 10 new ideas I have, at least 1 will be "wha?", 6 will be "meh", 2 will be "well, maybe if you combine it with something else", and 1 will be "ok, that might work." The best thing you can do to improve the quality of your work is to recognize when that work sucks and to speak the truth about it.

      --
      "We receive as friendly that which agrees with, we resist with dislike that which opposes us" - Faraday
  4. April Fools' Day by vasilevich · · Score: 5, Interesting

    Come April Fools, let's separately train the AI on the previous years' April Fools' headlines, and let's see what it generates...

    1. Re:April Fools' Day by TuringTest · · Score: 2

      You don't need self-awareness to generate jokes, only to enjoy them.

      --
      Singularity: a belief in the "God" idea with the "demiurge" relation inverted.
  5. 3D-printed baby? by Quakeulf · · Score: 4, Funny

    "The One-Department For Alleged For Connectivity: 3-D Printed Baby"

    What?

    1. Re:3D-printed baby? by Rei · · Score: 5, Interesting

      Some are actually unintentionally insightful. I love "Security Hole For Security Hole" - I've seen that one way too many times in real life. ;)
      "Black Hole Proposed" - Yep, been at meetings like that at work as well ;)
      "Building a Top 100 Company For Mars" - I think Musk wrote that one ;)
      "Computer Computer Computer Computer Software" sounds like a Balmer speech.
      "Scientists Discover Free Wi-Fi Store In the US" sounds like The Onion.
      "Microsoft Slashdot: How To Build a Bad Privacy For Windows 10" - Done and done.
      "IBM Moves to The Matrix" - Also happened long ago.
      "Ask Slashdot: Do We Want To Be the Computers?" - Yes. Yes we do.

      --
      I'll BUILD someone to replace you. Some kind of gamma-powered monster, with a heart as black as coal!
    2. Re:3D-printed baby? by Tunefix · · Score: 2

      >> "Computer Computer Computer Computer Software" sounds like a Balmer speech.

      That could make sense in the same way Buffalo Buffalo Buffalo [...] does; A Computer Computer (aka. VM) Computer (a.i. calculates/codes) Computer Software.

    3. Re:3D-printed baby? by Carewolf · · Score: 2

      There are many more quite (un)real ones:

      "Computer Finds Court Broke Math For Secret Company" - Happens all the time
      "Apple vs. Biology Details" - Just a court case waiting to happen
      "Mac OS X Accused of the Business" - I accuse them of "the business" all the time...
      "Sexual Security To Allow Australia" - Is definitely an "in soviet russia joke", though I thought they only scanned headlines

  6. Problem misunderstanding and bad model training by CustomSolvers2 · · Score: 4, Insightful

    If you train your algorithm with whatever raw data, you would get whatever result. Even a model perfectly analysing the given situation becomes useless when not being adequately trained. In this specific case, the problem is clear: that tool was designed to deal with a different type of scenarios. Coming up with names for objects by training the program with many other names of equivalent objects makes perfect sense. Trying to figure out the best title for an article by analysing a big number of past titles about different subjects makes no sense at all.

    The only sensible proceeding in this specific case would have been to rely on a tool able to reasonably analyse article contents and accurately determine the associated title; also to analyse a big amount of contents and output a good summary for them. You train that tool with all the articles during the last years, such that it can come up with the best summary and generate a title from that summary. If they did that, the training might have been considered acceptably good and the accuracy of the used model might have been properly assessed. Under the current conditions, these results don't differ much from the generation of random words.

    --
    Custom Solvers 2.0 = Alvaro Carballo Garcia = varocarbas.
  7. Re:Hot Grits by Opportunist · · Score: 2

    "Shut up or I replace you with a very small script" he said... I laughed ...

    And he did.

    --
    We used to have a Bill of Rights. Now, with the rights gone, all we have left is the bill.
  8. Those headlines make me sad by Opportunist · · Score: 4, Insightful

    Because, well, what they show is what topics really dominate on /., because what does finding the "ultimate" headline really mean? It means that it finds what terms, products, people and so on are found the most in /. headlines. It's pretty much a popularity contest. And what do we get?

    Company-wise we get MS, Sun and Apple. Which makes sense. I'm glad to not see SCO anywhere anymore, that used to dominate the headlines a few years back.

    People-wise all we get is Jobs. Really? He's the quintessential poster child for our headlines? Not Billy? Not Ballmer? I am not so deluded anymore that it would be Turing or someone important, but couldn't it at least be Stallman? Of all the people that shape the IT world, it really is Jobs? And that guy is dead, unlike the rest of them!

    And content-wise? Lawsuits, mostly. And patents. A bit open source, a bit Star Wars, a bit trivialities. Seriously, one could think we're on a board for lawyers and law geeks, not techs.

    And this, ladies and gentlemen, sums up what's wrong here.

    --
    We used to have a Bill of Rights. Now, with the rights gone, all we have left is the bill.
  9. Get the AI to write comments by jibjibjib · · Score: 4, Funny

    Get the AI to write Slashdot comments; it'll be an improvement.

  10. Re:Can't really tell by Anonymous Coward · · Score: 2, Insightful

    The best way to tell is to look at the grammar. If it is unnatural, with weird syntax and and obvious spelling errors, then it was one of the editors.

  11. No dupes? I'm calling BULLSHIT by Anonymous Coward · · Score: 2, Funny

    There's no way any AI trained on Slashdot's history failed to produce duplicates.

  12. The winning verb is: sue by malx · · Score: 4, Interesting

    Well, that seems the go-to verb in Slashdot headlines is "sue". Whether that's a comment on editorial decisions alone, or a comment on the state of the tech world, I don't know. A bit of both, I guess.

  13. Zunuary, Bobtember... by SomeoneFromBelgium · · Score: 5, Funny

    "Microsoft Releases New Months"

  14. A.I sense of humor? by MrKaos · · Score: 4, Funny

    Half-Life 2X Speed Released

    it's twice as funny the second time.

    --
    My ism, it's full of beliefs.
  15. Microsoft Releases New Months by omnichad · · Score: 2

    Revenue was down at Microsoft, so two new months were added to the calendar for subscribers of its Office 365 service. "I think customers will love Duodecember the most," says longtime customer Brad. "It abbreviates to Dude, and it I still get Word, Excel, and Outlook for only $6.99"

    The new months were inspired by NBC's addition of Katilsday, added to the week to promote an additional episode of Dateline.

  16. when AI *tries*? by VolciMaster · · Score: 2

    You mean AI hasn't been writing /. headlines for years already?

  17. Re: It *IS* fun! Finally... by KlomDark · · Score: 2

    What are those screwy 'â' things for? Are you trying to be edgy?