ChatGPT : Whats the fuss? Demystifying Generative AI in Legal

Yet it’s also relatively inaccurate with texts below 1,000 characters, is only strong in English, and of course, AI systems can be programmed to avoid the patterns that classifiers monitor. Work is being done to help it better distinguish between AI-written and human-written text. Currently, the classifier correctly identifies 26% of AI-written text and incorrectly labeled human-written text as AI-written 9% of the time. This is a big improvement from the original classifier but it has a ways to go.

It’s difficult to say without more information about what the code is supposed to do and what’s happening when it’s executed. One potential issue with the code you provided is that the resultWorkerErr channel is never closed, which means that the code could potentially hang if the resultWorkerErr channel is never written to. This could happen if b.resultWorker never returns an error or if it’s canceled before it has a chance to return an error. ChatGPT is a sibling model to InstructGPT, which is trained to follow an instruction in a prompt and provide a detailed response. ChatGPT is supposed to be a technology without an ego, but if that answer doesn’t just slightly give you the creeps, you haven’t been paying attention.

ChatGPT And Generative AI: What To Do With All The Productivity?

Another misconception is assuming that ChatGPT is solely responsible for all generative AI applications, which is not the case. Generative AI comprises numerous other techniques and models specifically tailored for generating content like images, music, and text. Generative AI can create much more complex outputs, such as a sentence, a paragraph, an image or even a short video.

Because AI-generated text, images, and other outputs can seem so authentic, they can be difficult to detect before real harm is done. Business professionals and politicians alike have to be prepared for the reputational fallout, social unrest, and danger that can come from the unidentified and unmitigated use of generative AI by threat actors. On the plagiarism side, software that identifies and watermarks content from ChatGPT is already being developed to alert educators to cheating.5 But it’s still unclear if watermarking will work for all text-generating tools that come to market. The third dimension is the specificity of the output for a given domain or task. Some AI will focus on a very specific domain and the ‘answers’ they will give will be highly reliable and to the point. Examples like DoNoTPay for legal advice will quickly mature in capabilities.

More from Francesca Lazzeri and Data Science at Microsoft

This can have devastating consequences, say, in political events like elections or in conflict and crisis situations. Even when we enter seemingly mundane information into generative AI search or chatbots, this could be used to build a picture of who we are. AI is particularly good at noticing patterns, and what we search for or type in chatbots could over time disclose sensitive insights about our identity or behavior from content that we don’t naturally think of as especially revealing information. This is really the first time that advanced, creative AI applications are accessible to anyone with a computer or smartphone.

Yakov Livshits
Founder of the DevEducation project
A prolific businessman and investor, and the founder of several large companies in Israel, the USA and the UAE, Yakov’s corporation comprises over 2,000 employees all over the world. He graduated from the University of Oxford in the UK and Technion in Israel, before moving on to study complex systems science at NECSI in the USA. Yakov has a Masters in Software Development.

The News Literacy Project provides helpful tools for improving and supporting digital literacy. While generative AI products have achieved some remarkable feats in their performance so far, they are hardly mature yet. As Elicit’s FAQ page (elicit.org/faq) explicitly states, an LLM may miss the nuance of a paper or misunderstand what a number refers to. Nevertheless, the overwhelming amount of interest in these tools suggests that they will be rather quickly adopted and utilized for a wide variety of scholarly and research activities. We are likely to learn more about what these generative AI tools are well-suited for and what we humans are better at. ChatGPT is based on the GPT-3 (Generative Pre-trained Transformer 3) architecture.

This feature is particularly important when it comes to the detection of automated misinformation campaigns that take advantage of AI tools. Users can enter a query into either ChatGPT or Google Bard, and both generative AI tools will provide long and detailed content creation across many areas. Over the last few months, both business and technology worlds alike have been abuzz about ChatGPT, and more than a few leaders are wondering what this AI advancement means for their organizations.

The author acknowledges the research support of CTI’s Mishaela Robison and Xavier Freeman-Edwards. If you care about how AI is determining the winners and losers in business, how you can leverage AI for the benefit of your organization, and how you can manage AI risk, I encourage you to stay tuned. I write (almost) exclusively about how senior executives, board members, and other business Yakov Livshits leaders can use AI effectively. You can read past articles and be notified of new ones by clicking the “follow” button here. A recent study by the National Bureau of Economic Research found that generative AI like ChatGPT can increase workforce productivity by an average of 14%. Some companies are already reporting productivity increases of up to 400% as a result of generative AI.

And Mckinsey says that Generative AI could add up to $4.4 trillion worth of output annually. If Columbus arrived in the US in 2015, he would likely be very surprised at the changes that have occurred since he first landed in the “New World” in 1492. For one, he would probably be shocked to find out that the land he “discovered” was actually already inhabited by Native Americans, and that now the United States is a multicultural nation with people from Yakov Livshits all over the world. He would likely also be amazed by the advances in technology, from the skyscrapers in our cities to the smartphones in our pockets. Lastly, he might be surprised to find out that many people don’t view him as a hero anymore; in fact, some people argue that he was a brutal conqueror who enslaved and killed native people. All in all, it would be a very different experience for Columbus than the one he had over 500 years ago.