[HN Gopher] GitHub Copilot isn't worth the risk
___________________________________________________________________
 
GitHub Copilot isn't worth the risk
 
Author : terracatta
Score  : 143 points
Date   : 2022-11-17 17:44 UTC (5 hours ago)
 
web link (www.kolide.com)
w3m dump (www.kolide.com)
 
| rattlesnakedave wrote:
| Reading about FOSS copyright is so exhausting. I find no
| meaningful distinction between reading code and learning from it,
| vs feeding it into a model. I've heard the "it spits out foss
| code verbatim" argument, and I really don't buy that. I've never
| seen it. AI assisted software tooling is so powerful we really
| should consider the social benefits ahead of what is part of our
| existing legal framework.
 
| A4ET8a8uTh0 wrote:
| There is a risk, but the legal risk to individual users is yet to
| be decided.
| 
| What I think is more concerning is that copilot is an extension
| of effectively automatic copying stuff from stack overflow with
| even lesser understanding of what the code does by the prompt
| writer.
| 
| Do not get me wrong. I absolutely see the benefits, but the risk
| listed in the article seems less material than a further general
| decline in code quality. "Built by a human" may need to end up
| being a thing same way "organic" became a part of daily
| vocabulary.
 
  | nottorp wrote:
  | The problem is, all those people supporting Copilot in this
  | thread can actually write said code without Copilot's help.
  | Namely, they know what they're doing and the tool just saves
  | them some typing.
  | 
  | What happens when this extends to the "specialists" that
  | blindly copy code off Stack Overflow? What happens when this
  | becomes part of learning to program? Will it be as useful for
  | producing working, efficient code when used by people who don't
  | know what they're doing?
 
| TacticalCoder wrote:
| I saw there was some (unofficial) package for Emacs, reusing some
| vim Copilot integration. Anyone here tried Emacs+Copilot yet? Is
| it working fine? Out of curiosity I'd like to try it and, who
| knows...
| 
| Also: does Copilot work for Clojure and is it any useful for
| Clojure?
 
| dpedu wrote:
| Like many folks here, I can write and read a variety of different
| programming languages. Some I've been using for a long time and
| know very well and some I seldom use but retain the basics.
| 
| I don't use Copilot when writing languages I am very comfortable
| with because I'd rather write code that I completely understand.
| Or at least, understand to the best of my ability. I find it
| easier to consider edge cases and side effects when writing
| original code. Or at least, compared to reading someone else's
| that was ripped from a project you don't even know the goals of.
| I don't buy that Copilot improves productivity for this reason as
| well.
| 
| I also avoid using Copilot when writing in languages I am
| unfamiliar with because I feel like it's robbing me of a learning
| experience. Or robbing me of repetition that improves my memory
| of how to do various things in the language.
| 
| I don't know. Copilot is certainly impressive but there are too
| many questions - what I've mentioned and the legal ones in the
| OP. But perhaps that is a good thing? It is a new angle on
| copyright that we're going to have to answer one way or another.
| In programming and other fields.
 
| [deleted]
 
| iio7 wrote:
| There is a major difference between the help you can get from an
| IDE or editor with a language server running in the background,
| and then GitHub Copilot stealing away other peoples code.
| 
| I sincerely hope Microsoft looses this law suit.
 
  | tester756 wrote:
  | I'd rather have some "middle-ground" solution instead of losing
  | such a tool
  | 
  | I don't see anything wrong with "stealing" code that was meant
  | to be public
  | 
  | Banning it brings no value in compare to those tools.
  | 
  | Also, how is that different from Google's scraping whole
  | internet?
 
| everyone wrote:
| I have not used it, but I don't understand how copilot could be
| useful. As a game programmer I don't spend much time actually
| writing final code. Most of my time is spent working stuff out on
| paper or writing little tests which I will discard.
| 
| In general I want to write as little code as possible as more
| code = more problems. The code I _do_ write I want to put great
| care and craft into in order to keep it maintainable. Giving up
| any of my agency in this critical area seems like a terrible idea
| to me.
| 
| Something that will help me write more code, or write code faster
| is of no benefit to me.
 
  | goosesanta wrote:
 
  | timojeajea wrote:
  | I think you need to try it if you want to understand how it can
  | be useful. I also tend to write as little code as possible.
  | Since I started using Copilot, I don't write more code nor less
  | code. I write the exact same code I would have written without
  | Copilot, I'm just 25% more productive with it.
 
    | everyone wrote:
    | Are you a webdev? Cus I have been purely a game dev my whole
    | career. I never wrote a single web-app until very recently
    | when I learned some web frameworks to make simple backends
    | for hobby projects of mine in my spare time.. I was kinda
    | shocked how much boilerplate there is and how proscriptive
    | the web frameworks are (I have done some node.js and asp.net)
    | Also for non typed or compiled langauges like javascript the
    | IDE support and autocomplete seems almost non-existent
    | compared to what I am used to. I would imagine something like
    | autopilot would be more useful in that context.
 
| haolez wrote:
| I haven't used it yet. I believe when people say that it's the
| future of development and that every dev will have to use it or
| be left behind, but I can't fathom how people are comfortable
| sending every iteration of their code to a big tech corporation.
| I can't wait to see the day where we can run such solutions in
| our personal computers (or personal cloud servers), but I feel
| that, in 2022, this type of tool is not yet worth the risk. I
| hope this is just a temporary obstacle in our way to our future
| AI-assisted programming.
 
  | PUSH_AX wrote:
  | > but I can't fathom how people are comfortable sending every
  | iteration of their code to a big tech corporation.
  | 
  | I assume you only ever use self hosted source control then? And
  | then where is it hosted?
 
    | TillE wrote:
    | For private business code, yes? Of course.
    | 
    | It's very easy to host your own GitLab server if you need a
    | fancy web interface, and even easier to just put Git anywhere
    | if you don't.
 
| hipsterstal1n wrote:
| Programmer: Uploads code to Github for the public to see / use
| Github: Uses code uploaded by programmers to learn and make other
| code better Programmer: NO FAIR! My code can only be used the way
| I want it to be and my code is absolutely unique and no one else
| has coded something like it
 
  | Acen wrote:
  | I think it kind of flows into two trains of thought in the
  | against category. First off, that some people are worried about
  | copywrited, private stuff being included in the training data.
  | I've not read up on copilot recently, so not sure if this is a
  | reasonable thing to be worried about or not.
  | 
  | The other, is that people might be using Github to share stuff
  | they've come up with other developers, but having an AI parse
  | that information means that there's a disconnect between giver
  | and receiver. It removes a chunk of the feedback loop being
  | possible, which makes it so rather than it being a community of
  | developers, it becomes something more akin to content creators
  | and lurkers. That's not necessarily a bad thing, due to it
  | opening up the sheer number of possible usages that end up
  | using something. But it would minimize community feedback.
 
| tick_tock_tick wrote:
| People are way to attached to single function examples. I'm
| struggling to find any example that actually rise up to the
| requested "originality, creativity, and fixation" for copyright
| to apply.
| 
| Just because something looks similar or is even identical doesn't
| mean copyright applies.
 
  | shakna wrote:
  | You might want to take a look at some of the pieces of code
  | examined in Google vs Oracle before you decide small and
  | obvious cannot bear copyright in the way that you think it
  | does.
  | 
  | That horrifying back and forth showed that lawyers can consider
  | very small and obvious fragments of code to be absolutely
  | copyrightable. And that it went on for nearly a decade, should
  | tell you that none of this is simple.
 
    | reidjs wrote:
    | Can you give an example? Are they trademarking `for` loops or
    | something?
 
      | jpollock wrote:
      | https://guides.lib.umich.edu/c.php?g=791114&p=5747565
      | 
      | "Google also copied the nine-line rangeCheck function in
      | its implementing code"
      | 
      | Comparison between the two, discussed back in 2012:
      | 
      | https://news.ycombinator.com/item?id=3940683
 
  | Jaygles wrote:
  | Whether or not a court would ultimately decide an instance of
  | CoPilot code is copyright infringement or not isn't the main
  | issue in my opinion. The creating opportunities for other
  | people to sue you will be much more damaging. Lawsuits that you
  | win will also be very expensive and its not guaranteed you'll
  | get lawyers fees paid for by the losing party.
 
| renewiltord wrote:
| I'm going to keep using it. You won't stop me. You won't catch
| me. And I just need to read the next five tokens to know whether
| it's right.
 
| khiqxj wrote:
| you still on about copyright? what about the fact that it will
| just add vulns and bugs to your code? or is the industry so bad
| at this point that a gimmicky AI tool can do better
 
| powera wrote:
| This feels like another drama in the style of SCO v. Linux. Lots
| of FUD, little to nothing for end-users to actually worry about.
 
  | tevon wrote:
  | Yup. There is no chance in hell of them coming after USERS of
  | copilot.
 
    | falcolas wrote:
    | If a company's code is audited (internally or externally),
    | and GPL code is found, you can bet your ass the dev who
    | committed that GPLed code will get a stern talking too, and
    | the company will have to re-write that code.
    | 
    | And that's just for GPL code. Code not under an OSS license
    | could get way worse.
 
| ugh123 wrote:
| I'm really getting tired of lawyers, and collectively our "inner-
| lawyer", poo-pooing this merely for licensing and GPL issues,
| neither of which have any practical implication on anything a
| software engineer does.
| 
| All this "controversy" around Copilot just reeks of a kind of
| technological "social justice" that most people didn't sign up
| for but seem happy to sit, watch, and commiserate on.
 
  | goosesanta wrote:
 
| ianlevesque wrote:
| The structural completions are way more useful than the entire
| function completions, even in IntelliJ, where autocomplete is
| already extremely high quality.
| 
| The part that I find unsettling when using Copilot is the risk
| that credentials or secrets embedded in the code, or being edited
| in (.gitignore'd) config files, are being sent off to Microsoft
| for AI-munging and possible human review for improvements to the
| model.
 
  | PartiallyTyped wrote:
  | > The structural completions are way more useful than the
  | entire function completions, even in IntelliJ, where
  | autocomplete is already extremely high quality.
  | 
  | I needed to run a comparison over a window of a numpy array,
  | and given the sheer size of my data, I needed it to be fast and
  | efficient, which means vectorized operations with minimal
  | python interaction. Copilot figured a solution that is orders
  | of magnitude faster than what I could conjure up in 10 minutes,
  | most of which I'd spent searching for similar solutions in SO.
 
  | patmorgan23 wrote:
  | You shouldn't have any credentials in your git repos anyway.
  | GitHub will already scan your repos and alert you if it thinks
  | there are any credentials in their.
 
    | ianlevesque wrote:
    | You've never temporarily put a key into a file while testing?
    | Or accidentally pasted one for a second then deleted it? Can
    | you say the same for your entire team or company?
    | 
    | Since Copilot is constantly making new suggestions, a
    | momentary entry is all it takes.
 
      | ehutch79 wrote:
      | credentials should never be committed. By the time you're
      | ready to commit code, you should be reading from the
      | environment or a config outside of the codebase, or at
      | least .gitignore'd
      | 
      | Once that key is in your git history, it's in the history.
      | You might be able to edit it, but it's going to be a
      | nightmare to do it.
 
      | PartiallyTyped wrote:
      | Copilot doesn't retrain on data generated by you in the
      | moment; so I don't see why this is an issue unless you push
      | the files - with the keys - to github.
 
| bugfix-66 wrote:
| It's interesting to consider how you might prevent training using
| a license without being too restrictive.
| 
| Here is an example of a license that attempts to directly
| prohibit training. The problem is that you can imagine such
| software can't be used in any part of a system that might be used
| for training or inference (in the OS, for example). Somehow you
| need to additionally specify that the software is used
| directly... But how, what does that mean? This is left as an
| exercise for the reader and I hope someone can write something
| better:                 The No-AI 3-Clause License
| 
| _This is the BSD 2-Clause License, unmodified except for the
| addition of a third clause. The intention of the third clause is
| to prohibit, e.g., use in the training of language models. The
| intention of the third clause is also to prohibit, e.g., use
| during language model inference. Such language models are used
| commercially to aggregate and interpolate intellectual property.
| This is performed with no acknowledgement of authorship or
| lineage, no attribution or citation. In effect, the intellectual
| property used to train such models becomes anonymous common
| property. The social rewards (e.g., credit, respect) that often
| motivate open source work are undermined._
| License Text:
| 
| https://bugfix-66.com/7a82559a13b39c7fa404320c14f47ce0c304fa...
 
  | echelon wrote:
  | This is such a Luddite behavior.
  | 
  | How much hubris we have as a species to think that our
  | professions will endure until the end of the stars. To think
  | that the software we write will be eternal.
  | 
  | The thing that we do now is no different than spinning cotton.
  | 
  | I'd be shocked if the total duration of human-authored
  | programming lasted more than a hundred years.
  | 
  | I'll also wager that in thirty years, "we'll" write more
  | software in any given year than all of history up until that
  | point.
 
    | AlexandrB wrote:
    | I'm all on board if the Microsoft's of the world are. But
    | they choose to train their AI on OSS code and not their own
    | codebase. So clearly they think similarly to the parent, they
    | just want you to forget about that part when it suits them.
 
      | echelon wrote:
      | If we pass laws restricting the training on copyrighted
      | information, the only organizations that will be able to
      | train will be institutional.
      | 
      | Microsoft would benefit from restriction. Not us.
 
      | blibble wrote:
      | would you pay for a product trained on say, the MS Teams,
      | Sharepoint or Skype codebases?
      | 
      | no, and no-one else would either
 
  | EMIRELADERO wrote:
  | What about fair use? (both in the copying made for training
  | itself and the resulting output from the service)
 
    | bugfix-66 wrote:
    | We are witnessing a monstrous perversion of "fair use" and
    | the greatest theft of intellectual property in human history.
 
      | EMIRELADERO wrote:
      | Do you measure IP's value using the amount of work/effort
      | that was put into creating it, or only the end result?
      | 
      | Currently US copyright law only cares about the end result.
      | Effort has no meaning or bearing in any legal analysis of
      | copyright matters.
 
  | lloeki wrote:
  | This is the BSD 2-Clause License:                   1.
  | Redistributions of source code must retain the above copyright
  | notice, this list of conditions and the following disclaimer.
  | 2. Redistributions in binary form must reproduce the above
  | copyright            notice, this list of conditions and the
  | following disclaimer in            the documentation and/or
  | other materials provided with the            distribution.
  | THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND
  | CONTRIBUTORS         "AS IS" AND ANY EXPRESS OR IMPLIED
  | WARRANTIES, INCLUDING, BUT NOT         LIMITED TO, THE IMPLIED
  | WARRANTIES OF MERCHANTABILITY AND FITNESS FOR         A
  | PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
  | COPYRIGHT         HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY
  | DIRECT, INDIRECT, INCIDENTAL,         SPECIAL, EXEMPLARY, OR
  | CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT         LIMITED TO,
  | PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
  | DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
  | ON ANY         THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
  | LIABILITY, OR TORT         (INCLUDING NEGLIGENCE OR OTHERWISE)
  | ARISING IN ANY WAY OUT OF THE USE         OF THIS SOFTWARE,
  | EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
  | 
  | Presumably, as long as GitHub Copilot:
  | 
  | a) fails to respect these itself, or
  | 
  | b) present the user that is going to use its output verbatim or
  | produce derivative code from it so that the user can respect
  | these
  | 
  | Then GitHub Copilot is either in violation of the license or a
  | tool assisting in such a violation by stripping the license
  | away+.
  | 
  | From TFA:
  | 
  | > David Heinemeier Hansson, creator of Ruby on Rails, argues
  | that the backlash against Copilot runs contrary to the whole
  | spirit of open source. Copilot is "exactly the kind of
  | collaborative, innovative breakthrough that I'm thrilled to see
  | any open source code that I put into the world used to enable,"
  | he writes. "Isn't this partly why we share our code to begin
  | with? To enable others to remix, reuse, and regenerate with?"
  | 
  | I don't mean to disrespect DHH, but the "spirit of open source"
  | isn't to wildly share code around as if it were public domain,
  | because it is not, an author gets to choose within which
  | framework their code gets to be used and modified++, otherwise
  | one would have used public domain as a non-license + WTFPL for
  | those jurisdictions where one can't relinquish their own
  | creation into public domain.
  | 
  | + depending on whether the "IA"/Microsoft can be held liable of
  | the automated derivative, or if the end user is.
  | 
  | ++ cue GPL vs MIT/BSD
 
  | voz_ wrote:
  | The spirit of this is good, but the implementation is garbage -
  | you need a lawyer or team of lawyers to do this right. You
  | grandstand and soapbox in this weakly written paragraph, and it
  | hurts the whole thing. You discuss social rewards, intentions,
  | etc. This just reads like a stallman-esque tirade
 
    | [deleted]
 
    | bugfix-66 wrote:
    | Listen Mike, the fact that you look down on Richard Stallman
    | says a lot.
    | 
    | You attempted to dox me yesterday, and revealed my personal
    | information in a public forum. I've reported you twice for
    | this behavior, which I believe to be in violation of the
    | rules of Hacker News.
    | 
    | You and I work in the same city and in the same industry, at
    | two companies that do a lot of business together. I write the
    | cuda kernels you launch from your python program. I know
    | exactly who you are, and you're probably going to meet me one
    | day in the course of business (but you won't know it, because
    | you don't know exactly who I am). You're making real-life
    | enemies through your atrocious behavior, your personal
    | attacks and violations of forum etiquette. It's going to
    | catch up with you.
    | 
    | I've had enough: stay clear of me.
 
| tevon wrote:
| Seems this article completely misses the benefits of copilot. Its
| a massive step forward in productivity. For me, its about
| suggesting proper syntax across the various libraries we use. It
| really does cut time by 10s of percent.
| 
| I don't buy the argument that the risk of a yet-to-be-litigated
| case against a different company, who will certainly fight this
| hard; is greater than the productivity gain of using copilot.
| 
| Additionally, the security argument feels ridiculous to me. We
| lift code examples from gists and stackoverflow ALL THE TIME! But
| any good dev doesn't just paste it in and go, instead we review
| the code snippet to ensure its secure. Same thing with copilot,
| of course its going to write buggy/insecure code, but instead of
| going to stackoverflow for a snippet its suggested in my IDE and
| with my current context.
 
  | caseydm wrote:
  | I was a naysayer but find copilot makes me more productive.
  | Especially at writing tests. It's very good at recognizing
  | patterns in your own work, and completing an entire test based
  | on the function name.
 
    | nsxwolf wrote:
    | I tried to do this and I couldn't figure it out. I never got
    | the sense that it knew anything about the code I had written,
    | just that it was dreaming stuff up from its training set.
 
  | ed_balls wrote:
  | > It really does cut time by 10s of percent.
  | 
  | I used it for about a month. It gave me a few false positive
  | that really burned me - it's not worth the risk. Maybe future
  | versions would be better.
 
    | tevon wrote:
    | What're the examples of false positives?
    | 
    | Agreed it gets things wrong very frequently. But I've found
    | it much easier to use its suggestion as another "input" to
    | writing code.
 
    | lolinder wrote:
    | I've gotten plenty of false positives, but the mistakes turn
    | up in testing and are pretty easy to spot when reviewing the
    | code. Anything more subtle is likely to have been missed when
    | written by hand anyway.
    | 
    | What happened to burn you so badly?
 
  | patrickthebold wrote:
  | I don't understand how it improves productivity _that_ much.
  | Most of my time isn't actually spent on syntax but rather
  | reading Hacker news and making irrelevant comments.
 
  | terracatta wrote:
  | Using it in practice, the sheer quantity of suggestions (often
  | one for every line) is fatiguing especially when 99% of the
  | time they seem fine.
  | 
  | I posit it becomes increasingly likely over large periods of
  | time over many engineers that severe bug or security issue will
  | be introduced via an AI provided suggestion.
  | 
  | This risk to me is inherently different than the risk accepted
  | that engineers will use bad code from Stack Overflow. Even
  | Stack Overflow has social signals (upvotes, comments) that
  | allow even an inexperienced engineer to quickly estimate
  | quality. The amount of code used by engineers from Stack
  | Overflow or blogs etc, is much smaller.
  | 
  | Github Copilot is constantly recommending things and does not
  | gives you any social signals lower experienced engineers can
  | use to discern quality or correctness. Even worse, these are
  | suggestions that are written by an AI that does not have any
  | self-preserving motivations.
 
    | visarga wrote:
    | > I posit it becomes increasingly likely over large periods
    | of time over many engineers that severe bug or security issue
    | will be introduced via an AI provided suggestion.
    | 
    | AI can also do code review and documentation helping us
    | reduce the number of bugs. Overall it might actually help.
 
    | throwaway675309 wrote:
    | I would argue that this kind of problem is going to become
    | less of an issue overtime, since they're going to have to
    | also solve the issue of suggesting code samples from
    | deprecated API versions - it's likely that eventually they'll
    | figure out a similar way to promote more secure types of code
    | in the suggestions based on Stack overflow or other types of
    | ranking systems.
 
      | visarga wrote:
      | With millions of users accepting suggestions, then fixing
      | them, they get tons of free labeling. They also train us to
      | write better prompts and comments, helping them get quality
      | data that is also in-distribution.
      | 
      | Another path for evolution is to execute code and see the
      | outcome. Language model -> code -> execution results ->
      | feedback for learning.
 
    | tevon wrote:
    | This is a very solid argument. How do we fix that?
    | 
    | THIS is the article I want to read!
 
    | redleggedfrog wrote:
    | "I posit it becomes increasingly likely over large periods of
    | time over many engineers that severe bug or security issue
    | will be introduced via an AI provided suggestion."
    | 
    | I'll go one further with the "Co-pilot is stupid."
    | 
    | It's supposed to be artificial _intelligence_. Why in the eff
    | is it suggesting code with a bug or security issue? Isn 't
    | the whole point that it can use that fancy AI to analyze the
    | code and check for those kind of things on top of suggesting
    | code?
    | 
    | Half-baked.
 
    | lolinder wrote:
    | Copilot's default behavior is stupid. You can turn off auto-
    | suggest so that it only recommends something when you prompt
    | it to, and that should really be the default behavior. This
    | would encourage more thoughtful use of the tool, and solve
    | the fatigue problem completely.
    | 
    | In IntelliJ, disabling auto complete just requires clicking
    | on the Copilot icon in the bottom and disabling it. Alt+\
    | will then trigger a prompt. I know there's a way to do this
    | in VSCode as well, but I don't know how.
 
      | joenot443 wrote:
      | > I know there's a way to do this in VSCode as well, but I
      | don't know how.
      | 
      | I dug into this a bit, since I want the same functionality,
      | I found I needed an extension called settings-cycler (https
      | ://marketplace.visualstudio.com/items?itemName=hoovercj...)
      | which lets one flip the
      | 'github.copilot.inlineSuggest.enable' setting on and off
      | with a keybind.
      | 
      | Not sure who's in charge of the Copilot extension for VS
      | Code, but if you're out there reading this, the people
      | definitely want this :) Otherwise of course, your tool
      | rocks!
 
      | nprateem wrote:
      | I switched it off and never remember to bother using it.
      | It's obvious why it's enabled by default.
 
  | khalilravanna wrote:
  | This. If copilot suggests anything more than basic syntax or
  | boilerplate I don't use it. If it writes code I don't
  | understand or wouldn't be able to write myself I won't use it.
  | Why? Because at the end of the day it's _my_ code. In what
  | world is a good engineer submitting a PR for coworkers to look
  | over that isn't their code?
  | 
  | If this is a real issue the solution is not banning yet another
  | tool. It's education. Teaching engineers how to properly
  | understand code attribution and licenses.
 
    | echelon wrote:
    | Do you think we'll be writing software 200 years from now?
    | 
    | 50? 25?
    | 
    | I'll bet the people spinning cotton thought that would endure
    | forever.
    | 
    | (Sorry if my tone comes across as fervent. I'm excited to be
    | displaced by this, because what follows is the stuff of
    | dreams.)
 
      | rmbyrro wrote:
      | Yeah, in the future there will be only AIs developing apps
      | and AIs using apps.
      | 
      | There won't be apps, actually, they'll do everything
      | programmatically.
      | 
      | And all humans would have been killed by then in an AI
      | doom.
 
      | ThrowawayR2 wrote:
      | These assisted coding systems are tremendously exciting but
      | they are only the analogue of moving from a shovel to a
      | powered excavator; it still needs a trained individual who
      | knows what the final result needs to look like to a fairly
      | high technical level to be effective. So, yes, 25-50 years
      | from now humans will still be be the principal element in
      | writing software.
 
      | ben_w wrote:
      | Between 2016 and 2021, I've been of the opinion that I
      | cannot make any reasonable forecast of even vague large-
      | scale social/technological/economic development past 2030,
      | because the trends in technology go all funky around then.
      | 
      | Thanks to recent developments in AI (textual and visual), I
      | no longer feel confident predicting any of those things
      | past about the beginning of 2028.
      | 
      | It's not a singularity, it's an event horizon:
      | https://kitsunesoftware.wordpress.com/2022/09/20/not-a-
      | singu...
 
      | Waterluvian wrote:
      | Whenever I watch Geordi and Data doing something in
      | engineering, they're often talking to the computer about
      | constructing models and sims and such.
      | 
      | To me this is the most ultimate form of declarative
      | programming. Not that we will all be talking it out, but
      | that we will explain in natural language what we're after.
      | 
      | It maximizes how much time we spend in the "problem
      | understanding/solving" phase and minimizes the tedium of
      | actually setting up the apparatus.
 
      | yonaguska wrote:
      | The invention of the cotton gin simply moved people from
      | spinning cotton to picking cotton. And increased demand for
      | slaves.
      | 
      | I'm not excited to be displaced personally, but I'm also
      | not really worried about being displaced. If displacement
      | is inevitable, I don't see how the average programmer is
      | going to leverage this for the "stuff of dreams". Usually,
      | tech advancements result in a greater consolidation of
      | wealth into the hands of those that already own capital.
      | Recent tech is no exception. Yes, there has been a lot of
      | wealth created for regular people, but we're still working
      | 40+ hour weeks, and earnings have not matched the increase
      | in productivity.
      | 
      | What I am concerned about is that our field is becoming
      | increasingly arcane magic for the younger generations,
      | especially the masses that are being completely and utterly
      | failed by the education system.
 
        | bravetraveler wrote:
        | I apologize ahead of time for rambling, but I'm with you
        | on this!
        | 
        | In my coworkers and many of the applicants we see,
        | there's a trend of over optimization. The common meme is
        | the 'leet code' interview process.
        | 
        | I suppose the best way I can convey this is... I think
        | there's hyper focus on the mechanics of doing things.
        | Making people not afraid of the code, unaware of the
        | world around it
        | 
        | Abandoning a lot of thought for process. Or even the
        | physical systems it runs on. I recently learned about the
        | term 'mechanical sympathy'
        | 
        | Sometimes it's important to ask if you need the code or
        | system at _all_!
        | 
        | I know it's not fair to people but I groan any time I see
        | a CS degree
 
      | tines wrote:
      | I mean, yes? People will be doing math as long as there are
      | people around to do it. It'll look different, sure. But
      | there will always be problems, and math/programming is
      | problem solving par excellence.
 
        | [deleted]
 
      | tick_tock_tick wrote:
      | I don't see a world where programming isn't the last thing
      | to go. We pretty much have a general intelligence when a
      | "programmer" is no longer needed. That doesn't mean
      | programming will look anything like it does today in 200
      | years but will the profession, doing kinda the sameish
      | thing, still exist? Absolutely!
 
        | bcrosby95 wrote:
        | It's interesting to think about. If programming can be
        | automated away, then you can use that automation to
        | automate away any job in the world that can be automated.
 
    | tevon wrote:
    | Yes! Exactly.
    | 
    | The article suggests that he wants to know "who wrote the
    | code" if a senior dev he trusts submits a PR. He doesn't want
    | to be surprised that "the AI" wrote some of this code.
    | 
    | But its ALL written by the senior dev. If he trusts that dev,
    | that means that dev has thoroughly read and tested his code!
    | That's the important bit. Remembering proper
    | syntax/imports/nesting levels is the tiniest piece of writing
    | good code. And copilot can take that off our hands.
 
      | sieabahlpark wrote:
 
      | falcolas wrote:
      | That's like saying that code copy/pasted from OSS projects
      | on github was "written by the developer". Which is not
      | true.
      | 
      | The speed of your developer and the correctness and test
      | coverage of your code _doesn 't matter_ when it comes to
      | license compliance.
      | 
      | And license compliance could cost your company 100x (if not
      | more) the value of your best software developer -
      | especially for the non-OSS licenses.
 
        | khalilravanna wrote:
        | > That's like saying that code copy/pasted from OSS
        | projects on github was "written by the developer".
        | 
        | I don't think that's what OP is saying. What I think OP
        | is saying (and I agree) is that submitted code is trusted
        | if you trust the source. If you take the person putting
        | code in front of you and ask "Would this person copy
        | someone else's code and submit it as their own" and the
        | answer is "No they would not copy code" then every step
        | that trusted-person took to get to that code is
        | immaterial. Whether they used StackOverflow or Copilot or
        | whatever AI assisted code generating tools do or don't
        | get developed in the future. At the end of the day a
        | good, trustworthy engineer isn't going to use licensed
        | software by "accident"[1].
        | 
        | 1. I put "accident" in quotes because it seems so crazy
        | to me that someone would start writing a method "doThing"
        | and then CoPilot spits out a licensed implementation of
        | "doThing" and the engineer would look at it and go "This
        | seems fine."
 
        | falcolas wrote:
        | > every step that trusted-person took to get to that code
        | is immaterial.
        | 
        | Which is, unfortunately, completely useless when it comes
        | to copyright infringement. Trust in the individual will
        | not change the output of an audit for copyrighted code,
        | or the results from said audit.
        | 
        | The only thing that a "trusted" individual can contribute
        | in a copyright infringement investigation is attesting
        | that they did not know that the code they put in the
        | codebase was copyrighted. And all that does is save the
        | company from getting the higher "willful infringement"
        | fines, if it should get that far.
        | 
        | Wilful Infringement Damages:
        | https://www.ce9.uscourts.gov/jury-instructions/node/708
 
        | iceburgcrm wrote:
        | It was written by the developer. If I write down lyrics I
        | remember I still wrote it. Whether I have the copyright
        | to make money off of it or whether it is trademarked are
        | different things.
        | 
        | You could state they are not the first to write this
        | which would be more correct.
 
        | falcolas wrote:
        | GitHub Copilot has been concretely demonstrated to emit
        | significant chunks of OSS licensed code.
        | 
        | Significant enough that if the license is GPL (which some
        | has been) it will "taint" the entire codebase and license
        | it under GPL. Significant enough to be found by automated
        | OSS audit tools, which would trigger a re-write and
        | education for the developer who committed it.
        | 
        | EDIT:
        | 
        | > If I write down lyrics I remember I still wrote it.
        | 
        | Not from a copyright point of view. The rights to those
        | lyrics belong to the songwriter. It's kinda like
        | photographs. You don't automatically have the right to
        | distribute a photograph of yourself that was taken by
        | someone else.
 
        | warkdarrior wrote:
        | > Significant enough that if the license is GPL (which
        | some has been) it will "taint" the entire codebase and
        | license it under GPL. Significant enough to be found by
        | automated OSS audit tools, which would trigger a re-write
        | and education for the developer who committed it.
        | 
        | That "significant enough [...] to taint the entire
        | codebase" remains to be decided in court.
 
        | ekidd wrote:
        | Several of the byte-for-byte copies pointed out by open
        | source authors were longer than 20 lines, and contained
        | verbatim comments.
        | 
        | I am not a lawyer, but that's been enough to get people
        | in legal trouble in the US.
 
        | [deleted]
 
  | LeifCarrotson wrote:
  | In Intellij or Visual Studio, syntax suggestion/tab completion
  | are already great. Those technologies - which involve none of
  | the legal risks of Copilot- are a massive step forward in
  | productivity. Copilot does help extend these benefits to other
  | languages that I occasionally dabble in, like Lua and embedded
  | C, though it's clearly better in languages which are better
  | represented in its dataset.
  | 
  | I don't find the natural language comment to buggy algorithm
  | part of Copilot to be particularly useful. I know some people
  | asked to be able to write a "DoWhatIMean(), method, but
  | programmers really only wanted that to auto-expand to
  | "protected virtual void DoWhatIMean() {}" without having to
  | wait 30 seconds to check for a compile error and see if it was
  | protected void virtual or protected virtual void...
 
    | lolinder wrote:
    | > In Intellij or Visual Studio, syntax suggestion/tab
    | completion are already great. Those technologies - which
    | involve none of the legal risks of Copilot- are a massive
    | step forward in productivity. Copilot does help extend these
    | benefits to other languages that I occasionally dabble in,
    | like Lua and embedded C, though it's clearly better in
    | languages which are better represented in its dataset.
    | 
    | Copilot is _so_ much beyond regular autocomplete that it 's
    | playing a completely different game.
    | 
    | I've been using it today while writing a recursive descent
    | parser for a new toy language. I built out the AST in a
    | separate module, and implemented a few productions and tests.
    | 
    | For all subsequent tests, I'm able to name the test and ask
    | Copilot to write it. It will write out a snippet in my custom
    | language, the code to parse that snippet, and construct the
    | AST that my parser should be producing, then assert that my
    | output actually does match. It does this with about 80%
    | accuracy. The result is that writing the tests to verify my
    | parser takes easily 25% of the time that it has when I've
    | done this by hand.
    | 
    | In general, this is where I have found Copilot really shines:
    | tests are important but boring and repetitive and so often
    | don't get written. Copilot has a good enough understanding of
    | your code to accurately produce tests based on the method
    | name. So rather than slogging through copy paste for all the
    | edge cases, you can just give it one example and let it
    | extrapolate from there.
    | 
    | It can even fill in gaps in your test coverage: give it a
    | @Test/#[test] as input and it will frequently invent a test
    | case that covers something that no test above it does.
 
      | lambdadmitry wrote:
      | Thing is, for something like an AST parser you want a
      | property test, not a bunch of autogenerated boilerplate.
      | 
      | Generally, if something is boring and repetitive it's
      | probably shouldn't be written, better code generation is
      | rarely a good answer.
 
  | insanitybit wrote:
  | Indeed. I had to write a graph traversal iterator in Rust and
  | Copilot wrote the entire thing for me. I could have written it
  | myself, it would have looked similar, but it just... did it. It
  | was trivially to test and verify correctness.
  | 
  | That's minutes of work, maybe even 10 minutes, turned into
  | seconds. That is huge.
  | 
  | The risk here is extremely low. Who is going to sue consumers
  | of Copilot? It makes no sense. They'll sue Microsoft and, in a
  | decade, we'll see if the win or lose (IMO Microsoft will win,
  | but it's not important).
 
    | boxed wrote:
    | Did it "write it for you"? Or did it "illegally copy it for
    | you"? That's a very big difference.
    | 
    | I'm not claiming that you can't get big productivity boosts
    | by ripping off code like a crazy person. I bet you can! But
    | should you?
 
      | zackees wrote:
 
      | insanitybit wrote:
      | I don't really care, it's a trivial algorithm that I would
      | have written virtually identically.
 
      | cauefcr wrote:
      | Yes, software copyright and patents are a mistake.
 
        | thesuperbigfrog wrote:
        | >> Yes, software copyright and patents are a mistake.
        | 
        | Richard Stallman would agree, but there are many of us
        | who make a living writing software.
        | 
        | Is software valuable enough that people will pay money
        | for it?
        | 
        | If you write original software that solves a problem,
        | shouldn't you be able to license it how you want and
        | profit from it?
        | 
        | You are welcome to license the software you create how
        | you want. Let me license the software I create how I
        | want.
        | 
        | If I dual license my software as GPL and commercial and
        | GitHub Copilot reproduces my GPLed code without
        | attribution and without the license, how it that not
        | copyright violation?
 
        | rattlesnakedave wrote:
        | Do you find meaningful distinction between an individual
        | reading your code and copying patterns vs an AI model
        | doing the same?
 
        | thesuperbigfrog wrote:
        | No, provided that both give proper attribution and follow
        | the license the code is released under.
 
        | rattlesnakedave wrote:
        | That's a hilarious expectation. How often do you give
        | attribution to inventors of patterns you use in your
        | software?
 
      | throwaway675309 wrote:
      | Nothing has been decided in a court of law so saying that
      | it's "illegal" is disingenuous.
      | 
      | Even if it's remarkably similar to another function from a
      | completely different code base but some of the symbols or
      | variable names or function name has been changed, I would
      | argue that it still falls under fair use, and is
      | sufficiently transformative.
 
  | woah wrote:
  | I always get the impression that CoPilot critics have never
  | actually used it to get any work done and are basing their
  | criticism solely on a tweet they saw about the Quake square
  | root copy pasta function
 
    | lelandfe wrote:
    | The article itself lists three other recent examples, two of
    | which are clearly copyright infringement
    | https://twitter.com/DocSparse/status/1581461734665367554
    | 
    | It is not a theoretical concern
 
      | falcolas wrote:
      | Oof. LGPL. That "time saver" will infect your entire
      | codebase and open your company to sizable liability.
      | 
      | Even if they're never sued, companies will do internal OSS
      | scans to limit their risks which would catch this. The
      | result would be (at minimum) a talking to for the dev who
      | committed it, and developer time spent doing a clean room
      | re-write.
 
        | charcircuit wrote:
        | >will infect your entire codebase
        | 
        | No, it won't. It will only infect the resulting binary.
 
  | cromka wrote:
  | > Same thing with copilot, of course its going to write
  | buggy/insecure code, but instead of going to stackoverflow for
  | a snippet its suggested in my IDE and with my current context.
  | 
  | copilot actually can have the benefit here of being able to
  | retroactively mark some snippet as insecure, if it gets flagged
  | as such by the moderators. Any user who used it could get
  | automatic notification.
 
  | lelandfe wrote:
  | > I don't buy the argument that the risk... is greater than the
  | productivity gain of using copilot.
  | 
  | How does your company's general counsel feel?
  | 
  | This article is written at CTOs, not engineers.
 
    | tevon wrote:
    | We don't have GC (too small), so caveat my take with the fact
    | that I'm writing from a smaller companies perspective.
    | 
    | May be different for a larger, value-preserving company who
    | would face more scrutiny.
    | 
    | That being said, I still find it extremely unlikely that
    | there would be legal ramifications from using a product being
    | pushed by one of the largest software companies in the world.
    | Why go for a user and not Microsoft themselves?
 
      | fuckstick wrote:
 
      | jen20 wrote:
      | > Why go for a user and not Microsoft themselves?
      | 
      | 1) the user likely doesn't have the legal resources of
      | Microsoft.
      | 
      | 2) the user is the one committing the infringement.
      | 
      | If Microsoft stood behind this they could offer to
      | indemnify users against lawsuits relating to CoPilot usage,
      | but they don't.
 
      | tsimionescu wrote:
      | > That being said, I still find it extremely unlikely that
      | there would be legal ramifications from using a product
      | being pushed by one of the largest software companies in
      | the world.
      | 
      | Microsoft is _explicitly_ saying it 's your responsibility
      | to check if the Copilot's output that you add to your
      | codebase is not infringing on anyone's license.
      | 
      | Also, it's actually a complex legal question if Copilot
      | itself is infringing anyone's copyright. But, there is no
      | doubt _whatsoever_ that you don 't have the right to
      | distribute someone else's copyrighted code (without a
      | license) just because it was produced by Copilot and not
      | manually copied by you. And it is also very clear that
      | Copilot can occasionally generate larger pieces of someone
      | else's code.
      | 
      | Edit: fixed typos
 
        | ninkendo wrote:
        | > Microsoft is explicitly saying it's your responsibility
        | to check if the Copilot's output that you ads to your
        | codebase is infringing on anyone's license.
        | 
        | (Never used copilot)
        | 
        | Wow, this is kinda shocking IMO. It kind of negates the
        | entire value proposition of the tool.
        | 
        | How am I supposed to find out whether a snippet is
        | infringing? Should I paste it into google or something?
        | Shouldn't Copilot be the one to _tell_ me if a snippet
        | too-closely matches some existing code it learned from?
        | 
        | If MS is indeed saying this, I feel like it's something
        | they put in the agreement to cover their own asses.
        | There's no way they'd really expect everyone to do this
        | sort of thing. Moreover I don't feel that's a very strong
        | defense MS could use in court if somebody decides to go
        | after MS for making the tool that makes infringement so
        | easy. It sounds like one of those "wink wink" types of
        | clauses that they know full well nobody will follow.
 
        | tsimionescu wrote:
        | From the official FAQ [0]:
        | 
        | > Other than the filter, what other measures can I take
        | to assess code suggested by GitHub Copilot?
        | 
        | > You should take the same precautions as you would with
        | any code you write that uses material you did not
        | independently originate. These include rigorous testing,
        | _IP scanning_ [emphasis mine], and checking for security
        | vulnerabilities. You should make sure your IDE or editor
        | does not automatically compile or run generated code
        | before you review it.
        | 
        | I think lots of companies do run tools such as BlackDuck
        | and others to scan their entire code base and ensure (or
        | at least have some ass-covering) that there is no
        | accidental copyright infringement.
        | 
        | [0] https://github.com/features/copilot#other-than-the-
        | filter-wh...
 
        | coredog64 wrote:
        | How much of what you save by using Copilot will then be
        | spent on BlackDuck licenses?
 
        | warkdarrior wrote:
        | Capex vs opex, huge difference
 
    | jzelinskie wrote:
    | I suspect prohibiting Copilot will just become another
    | checkbox on compliance security questionnaires. The fact that
    | Kolide can detect it and that Kolide can feed compliance
    | suites like Vanta or SecureFrame means the infrastructure is
    | already there. It's not only your lawyers that want these
    | guarantees, it's often your customers.
 
  | yamtaddle wrote:
  | Does Microsoft let their developers use it? Say, when working
  | on Windows? If not, I'd say the very _vendor of the software_
  | considers it radioactive, so I 'll keep treating it that way,
  | too.
 
    | aliqot wrote:
    | Is 'what would a microsft dev do' really the bar we want to
    | live by, though?
 
      | patmcc wrote:
      | Say what you want about microsoft - they've got some of the
      | best lawyers in the world on this kind of stuff. If they're
      | not doing it they either don't trust the tech or don't
      | trust the law.
 
      | patmorgan23 wrote:
      | No but it's not a bad litmus test in this situation.
 
      | yamtaddle wrote:
      | In this case, yes, of course--I don't really get your
      | objection. If their own legal counsel is advising them not
      | to let their developers use _their own product_ over legal
      | concerns (and what else could be the reason?) that would be
      | a pretty good argument against anyone else using it.
      | 
      | Nb. I don't know whether they do or do not, in fact, let
      | their developers use it.
 
  | falcolas wrote:
  | > instead we review the code snippet to ensure its secure
  | 
  | Doesn't matter. A developer's speed and test completeness and
  | code quality matter not one whit when it comes to licensing.
  | That 10x developer could mire the company in fines and code re-
  | writes if they include copyrighted code, especially if it's not
  | OSS.
 
  | whateveracct wrote:
  | Physically coding is not at all where I spend the majority of
  | my time at work or on personal projects. I exclusively use
  | Haskell though, so maybe that has more to do with it.
  | 
  | But why optimize a non-critical path?
 
| endisneigh wrote:
| If copilot is fine, then software licenses are meaningless imo
 
| charcircuit wrote:
| This article makes a big mistake. It assumes copyright
| infringement is extremely bad and would never be worth doing. In
| practice when have people been sued over misusing open source
| software? You most likely won't be caught. And even if you are
| you can rewrite the code / give attribution then. Even if you do
| end up having to pay damages, the productivity increase for your
| company using copilot may be worth the damages.
 
| plgonzalezrx8 wrote:
| How to make it to the front page in any tech forum:
| 
| Step 1: "GitHub Copilot Bad.... amirite!>"
| 
| Snark aside, most of these articles miss the mark to the point
| where they seem like the author is tech illiterate and is just
| parroting soundbites from others' opinions.
 
| no_butterscotch wrote:
| It isn't worth price, I was in the beta and thought it was good.
| But I'm hoping a better alternative that's cheaper comes about.
 
  | eloff wrote:
  | Do you make less than minimum wage? Because even at minimum
  | wage it saves me enough time a month to pay for itself. In my
  | opinion it has a positive ROI after a single day.
 
| Kiro wrote:
| I would say the risk is minimal. You need to bait Copilot really
| hard for it to produce anything coherent from existing code.
| That's simply not how you use it.
| 
| Regardless, the risk need to be really big for me to stop using
| it. It's such an essential tool for me now that I get shocked how
| crippled I feel when internet stops working and I realize how
| much I depend on it.
 
| samiam_iam wrote:
| File under bullshit
 
| mring33621 wrote:
| 1) Starting off, I support AI/ML-based code
| generation/completion. I would be very happy for the day when I
| can figuratively wave my hand and get 80-90% of what I need.
| 
| 2) It might be fair to allow authors to submit repos, along with
| some sort of 'proof of ownership' to Copilot, in order to exclude
| them from the training set. There might have to be an documented
| (agreed-upon?) schedule for 'retraining', in order for the
| exclusion list to take effect in a timely manner.
| 
| 3) Or just allow authors to add a robots.txt to their repos,
| which specifies rules for training.
| 
| Just a few thoughts...
 
  | VBprogrammer wrote:
  | Pushing the responsibility onto copyright owners rather than
  | GitHub / Microsoft / Copilot seems unreasonable. I'm all for AI
  | being used like this but it also needs to come with some checks
  | and balances to ensure it's not just regurgitation copyright
  | code.
 
    | mring33621 wrote:
    | OK, then just use existing copyright licensing:
    | 
    | If a permissive, biz-friendly license (Apache 2.0, maybe
    | others) is found in a given Repo, then it can be used in
    | training set
    | 
    | Otherwise, the repo cannot be used in a training set
 
      | mbreese wrote:
      | And then every snippet ever created with that trained data
      | would have to include an acknowledgement for every
      | repository included in the training set.
      | 
      | The LICENSE file would be longer than the rest of the code.
      | 
      | (FWIW, I agree with you theoretically, but practically it's
      | hard to get your head around what the ramifications of that
      | would mean)
 
      | coredog64 wrote:
      | If Joe Bag'O'Donuts copies and pastes LGPL code into his
      | own personal repository that has MIT license attached, is
      | it safe for Copilot to train on it?
      | 
      | I'm really of the opinion that MS needs to document the
      | training set and include a high bar for inclusion of
      | additional repos.
 
      | leni536 wrote:
      | Many permissive licenses (including Apache 2.0) require
      | attribution.
 
  | leni536 wrote:
  | Re 2: So a DMCA notice?
 
| thwayunion wrote:
| Context: Kolide just launched a "GitHub Copilot Check" which you
| can get (along with other features) for $7/device/month. The
| article is marketing -- an attempt to induce demand among CTOs
| for an already developed product.
| 
| That said: I generally agree with the assessment. Github should
| at the very least be telling users when it is generating code
| that they trained on. Until it does that, it's kind of dangerous
| to use. The security stuff is imo more of a red herring.
| 
| But the more important point is that you can just wait a year and
| hire a consultant to build a better product (for you) at pretty
| low cost. Within a year, any organization with a non-trivial
| number of developers will have the option of hosting their own
| model trained on The Stack (all permissively licensed) and fine-
| tuning it on their internal code or their chosen stack. That's
| probably the best path forward for most organizations. If you can
| afford $7/dev/month for Slack-integrated nannybots you can
| definitely afford to pay a consultant/contractor to setup a
| custom model and get the best of both worlds -- not giving MSFT
| your company's IP while also improving your dev's productivity
| and happiness beyond what a generic product could deliver.
 
  | cdolan wrote:
  | I usually complain about "thought pieces" that push a product
  | at the end.
  | 
  | But now I realize I like that _a lot more_ than being aware
  | that the article I 'm reading is going to push me to take an
  | action (start a discussion with my team) and a probable outcome
  | is "enforce no Co Pilot on company machines".
  | 
  | Sneaky! Good catch. Article should have a disclaimer at the
  | bottom
 
| freefaler wrote:
| There is some legal risk, but what percent of code you write is
| potentialy affected by audits before you sell it? So you're
| trading as a single developer real productivity gain and as a
| company lower costs for a potential "liability" when you're
| selling your company. Looks like a good bet. A lot of code will
| be thrown out or never be sold to anyone.
 
| donatj wrote:
| A couple days ago I wrote a new class. Went to write a unit test,
| it wrote several hundred lines of functioning unit test for me.
| It's worth it.
 
| ralph84 wrote:
| "You might get sued if you use this software you paid for" is
| already covered via an indemnification clause in any reasonable
| enterprise software license agreement. I'm sure Microsoft/GitHub
| will be no different in indemnifying their customers who purchase
| Copilot.
 
| abelaer wrote:
| I have been writing my PhD thesis in VSCode with copilot enabled,
| and it it absurdly good at suggestions in Latex, from generating
| tables to writing whole paragraphs of text in the discussion.
 
| eloff wrote:
| Please don't use copilot, decide it's not worth the risk for your
| company. In the great competition that is the labor market,
| copilot is giving me a leg up on everyone who isn't using it.
| It's the biggest single tool based improvement to my productivity
| since JetBrains.
 
  | smcleod wrote:
  | I was sort of thinking the same thing - it's been such a
  | positive impact on my productivity and time. If other people
  | don't want to use it - don't, but you're not going to stop me
  | and it's only going to get better as more competition arises
  | and we finally have decent on-device options.
 
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