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OpenAI is a non-profit AI research company, discovering and enacting the path to safe artificial general intelligence. We're hiring: http://openai.com/jobs 

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    OpenAI‏Verified account @OpenAI Feb 14

    We've trained an unsupervised language model that can generate coherent paragraphs and perform rudimentary reading comprehension, machine translation, question answering, and summarization — all without task-specific training: https://blog.openai.com/better-language-models/ …pic.twitter.com/360bGgoea3

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    9:03 AM - 14 Feb 2019
    • 2,248 Retweets
    • 5,525 Likes
    • Prathyush Matthias Truemmel Moayad Ignacio Pérez Gerson Sosa Ravi Chunduru Kristin Smith Peter Robards Edu
    145 replies 2,248 retweets 5,525 likes
      1. New conversation
      2. Anima Anandkumar‏ @AnimaAnandkumar Feb 14
        Replying to @OpenAI

        What you are doing is opposite of open. It is unfortunate that you hype up +propagate fear + thwart reproducibility+scientific endeavor. There is active research from other groups in unsupervised language models. You hype it up like it has never been done before. @jackclarkSF

        4 replies 28 retweets 182 likes
      3. Jack Clark‏ @jackclarkSF Feb 14
        Replying to @AnimaAnandkumar @OpenAI

        Hi there. We've released a paper, samples, and small model. Not our intention to hype our research relative to others (DM me specifics here and can probably help?). How do you think about intersection of increasingly general models and potential for malicious use?

        4 replies 0 retweets 27 likes
      4. Anima Anandkumar‏ @AnimaAnandkumar Feb 14
        Replying to @jackclarkSF @OpenAI

        Malicious BS. You are doing a disservice to science by using that word. #AI progress is largely attributed to open source and open sharing. What irony @openAI is doing opposite and trying to take a higher moral ground. Can u list all so-called malicious cases and I will respond

        9 replies 4 retweets 61 likes
      5. Jack Clark‏ @jackclarkSF Feb 14
        Replying to @AnimaAnandkumar @OpenAI

        Hiya, here are some malicious use cases (outlined in the blog). What do you think?pic.twitter.com/HwWu3Vxma5

        6 replies 1 retweet 41 likes
      6. Anima Anandkumar‏ @AnimaAnandkumar Feb 14
        Replying to @jackclarkSF @OpenAI

        This is exactly hype and misleading the media. Where is any evidence that your system is actually capable of doing this? Which independent researchers have scrutinized your system? None. Media people don't count.

        2 replies 5 retweets 44 likes
      7. Jack Clark‏ @jackclarkSF Feb 14
        Replying to @AnimaAnandkumar @OpenAI

        Thanks for continuing discussion - the conditional news samples are pretty striking and have been fairly consistent. I feel like journalists are the appropriate experts to consult with regard to the news aspects. Talked to a few governments re disinformation and got validation

        3 replies 0 retweets 11 likes
      8. Anima Anandkumar‏ @AnimaAnandkumar Feb 14
        Replying to @jackclarkSF @OpenAI

        Wrong. If you think it is truly capable, you will open it up to researchers. Not media people eagerly looking for a clickbait. incentives are misaligned. How can govts (in plural) validate? Who is Govt? politicians? Administrators? Where are researchers in all this?

        1 reply 3 retweets 47 likes
      9. Jack Clark‏ @jackclarkSF Feb 14
        Replying to @AnimaAnandkumar @OpenAI

        "Wrong." doesn't make it easy to have this discussion - pretty sure this isn't that black&white. Governments have researchers inside them, happy to chat more IRL re that stuff. I don't understand the "truly capable, you will open it up to researchers" - expand?

        1 reply 0 retweets 29 likes
      10. 14 more replies
      1. New conversation
      2. David Taylor‏ @etherfuse Feb 14
        Replying to @OpenAI

        I’ve got a 15 page paper due in 2 weeks, any chance of a release soon?

        2 replies 4 retweets 154 likes
      3. Marc R.‏ @Make3333 Feb 14
        Replying to @etherfuse @OpenAI

        https://github.com/openai/gpt-2 

        0 replies 1 retweet 20 likes
      4. End of conversation
      1. New conversation
      2. James‏ @AwokeKnowing Feb 14
        Replying to @OpenAI

        Hey @jackclarkSF I've read the charter and all, but if you guys are 'already' closing off your research, you might as well call yourselves AIGatekeeper or something.

        1 reply 0 retweets 32 likes
      3. Jack Clark‏ @jackclarkSF Feb 14
        Replying to @AwokeKnowing

        Hi there, the main thing for us here is not enabling malicious or abusive uses of the technology. We've published a research paper and small model. Very tough balancing act for us. Would love thoughts to the email address listed in post, or here.

        8 replies 0 retweets 14 likes
      4. Tomasz Darmetko‏ @Isinlor Feb 14
        Replying to @jackclarkSF @AwokeKnowing

        Isn't the idea of OpenAI to democratize AI? Supposedly giving everyone "AI" is better than keeping it in hands of a few. Did you made a U-turn on this? Because ironically OpenAI would be the bad guy according to previous reasoning. BTW - That reasoning was always dubious anyway.

        2 replies 0 retweets 10 likes
      5. Jack Clark‏ @jackclarkSF Feb 14
        Replying to @Isinlor @AwokeKnowing

        The idea of OpenAI is to make sure all of humanity benefits from long-term powerful / AGI-scale AI systems. As part of that, we need better policies around the distribution of increasingly transformative tech. This project is part of that

        1 reply 1 retweet 14 likes
      6. James‏ @AwokeKnowing Feb 14
        Replying to @jackclarkSF @Isinlor

        But if goal is supposed to be achieved by centralized elite who decide what will 'benefit all humanity', it may not work well. Governments can combat bad actors, while public benefis from tech. Think PC/internet revolution. Sure, virus id theft etc, but overall, benefit was huge.

        0 replies 0 retweets 16 likes
      7. End of conversation
      1. New conversation
      2. Janelle Shane‏ @JanelleCShane Feb 14
        Replying to @OpenAI

        Any plans to make a limited-bandwidth web demo version? That unicorn story is astonishing (and I'd be interested to see what the 9 rejected unicorn stories were like).

        1 reply 3 retweets 44 likes
      3. Miles Brundage‏ @Miles_Brundage Feb 14
        Replying to @JanelleCShane @OpenAI

        Hi Janelle! We considered this + other ways for allowing wider access - one concern around a limited-bandwidth version is that people might use multiple accounts/IP addresses to circumvent limits. Happy to discuss more - see email in post, also miles @ openai dot com

        3 replies 0 retweets 22 likes
      4. Alistair Croll‏Verified account @acroll Feb 14
        Replying to @Miles_Brundage @JanelleCShane @OpenAI

        This is astonishing work. If only there a were corpus of question-and-response text you could use to train a chatbot with this level of credibility. You know, short back-and-forth messages between many people, publicly available.

        1 reply 1 retweet 8 likes
      5. 1 more reply
      1. New conversation
      2. Rani Horev‏ @HorevRani Feb 14
        Replying to @OpenAI

        "Due to our concerns about malicious applications of the technology, we are not releasing the trained model." Can you elaborate? How is it different than any other LM that was released?

        2 replies 0 retweets 24 likes
      3. Jack Clark‏ @jackclarkSF Feb 14
        Replying to @HorevRani

        One of the main things is the length and (frequent) coherence of the generated text. It seems qualitatively easier to generate malicious/faked content

        2 replies 0 retweets 20 likes
      4. Rani Horev‏ @HorevRani Feb 14
        Replying to @jackclarkSF

        Does it mean that once algorithms are good enough they should not be released to the public? I agree that there is a risk, a risk that exists in almost any innovation imo.

        1 reply 1 retweet 11 likes
      5. Rani Horev‏ @HorevRani Feb 14
        Replying to @HorevRani @jackclarkSF

        3D printers for example - any one can buy them although they can be used to produce guns (unfortunately)

        1 reply 0 retweets 0 likes
      6. Jack Clark‏ @jackclarkSF Feb 14
        Replying to @HorevRani

        I mean, actually with ink printers there's a ton of tech in them to make sure you can't print fake money, and with 3D printers there are various things to actually prevent you from printing various things (especially re certain types of weaponry) at certain tolerances

        2 replies 0 retweets 6 likes
      7. Jack Clark‏ @jackclarkSF Feb 14
        Replying to @jackclarkSF @HorevRani

        So these are a good example of another tech domain where people are thinking about ways to apply controls that are inherent to the tech factory (printer/model/etc) in question. Not fullproof and quite difficult, but they're trying

        1 reply 0 retweets 6 likes
      8. Rani Horev‏ @HorevRani Feb 14
        Replying to @jackclarkSF

        Agree, it's a complicated issue. What risks do you see in generating fake content?

        2 replies 0 retweets 1 like
      9. Rani Horev‏ @HorevRani Feb 14
        Replying to @HorevRani @jackclarkSF

        You also need to take into account that bad actors might have the resources to reproduce your model while most good actors (the public) don't.

        1 reply 0 retweets 12 likes
      10. 2 more replies

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