What can ChatGPT maker’s new AI model GPT-4 do?

OpenAI announces GPT-4 AI language model

new chat gpt 4

Here we’re going to cover everything you need to know about ChatGPT, from how it works, to whether or not it’s worth you paying for the premium version. Aside from the new Bing, OpenAI has said that it will make GPT available to ChatGPT Plus users and to developers using the API. So if you ChatGPT-4, you’re going to have to pay for it — for now.

It is commonly expected that GPT-4 will add to this number, resulting in a more accurate and focused response. In fact, OpenAI has confirmed that GPT-4 can handle input and output of up to 25,000 words of text, over 8x the 3,000 words that ChatGPT could handle with GPT-3.5. The newer version of ChatGPT’s large language model should help address the issue, but won’t likely solve it, according to Gartner’s Chandrasekaran. GPT-4 is also “steerable,” which means that instead of getting an answer in ChatGPT’s “classic” fixed tone and verbosity, users can customize it by asking for responses in the style of a Shakespearean pirate, for instance. GPT-4 is a “large multimodal model,” which means it can be fed both text and images that it uses to come up with answers.

AI Tools To Build Your Personal Brand In 2024 (Beyond ChatGPT)

It does sometimes go a little bit crazy, and OpenAI has been honest about the ‘hallucinations’ that ChatGPT can have, and the problems inherent in these LLMs. Finally there is also a Team option which costs $25 per person/month (around £19 / AU$38) which enables you to create and share GPTs with your workspace as well as giving you higher limits. While OpenAI hasn’t explicitly confirmed this, it did state that GPT-4 finished in the 90th percentile of the Uniform Bar Exam and 99th in the Biology Olympiad using its multimodal capabilities.

In January 2023, OpenAI released a free tool to detect AI-generated text. Unfortunately, OpenAI’s classifier tool could only correctly identify 26% of AI-written text with a „likely AI-written” designation. Furthermore, it provided false positives 9% of the time, incorrectly identifying human-written work as AI-produced. Despite its impressive capabilities, ChatGPT still has limitations.

A new chatbot has passed one million users in less than a week, the project behind it says. Here are six AI tools that can help you build a standout personal brand without breaking the bank or eating up all your time. Released in 2018, Gym Retro is a platform for reinforcement learning (RL) research on video games,[148] using RL algorithms and study generalization. Prior RL research focused mainly on optimizing agents to solve single tasks. Gym Retro gives the ability to generalize between games with similar concepts but different appearances.

Not to be outdone, Google unveiled its AI chatbot — Gemini — in March 2023. ChatGPT kicked off what some prognosticators are calling a generative AI “arms race,” in which tech companies compete to produce advanced AI technology and bring the best AI chatbots to market. According to OpenAI, GPT-4 is capable of handling “much more nuanced instructions” than its predecessor, and can also accept image inputs. OpenAI also highlighted that GPT-4 scored “around the top 10 percent of test takers” in a simulated bar exam, whereas its predecessor landed in the bottom 10 percent. This update allows users to create customized GPTs that follow specific instructions and knowledge provided by the builder.

Microsoft has also used its OpenAI partnership to revamp its Bing search engine and improve its browser. On February 7, 2023, Microsoft unveiled a new Bing tool, now known as Copilot, that runs on OpenAI’s GPT-4, customized specifically for search. Microsoft was an early investor in OpenAI, the AI startup behind ChatGPT, long before ChatGPT was released to the public.

For example, you could create one bot to give you cooking advice, and another to generate ideas for your next screenplay, and another to explain complicated scientific concepts to you. One of the big features you get on mobile that you don’t get on the web is the ability to hold a voice conversation with ChatGPT, just as you might with Google Assistant, Siri, or Alexa. Both free and paying users can use this feature in the mobile apps – just tap on the headphones icon next to the text input box. ChatGPT Plus costs $20 p/month (around £16 / AU$30) and brings many benefits over the free tier, in particular a choice of which model to use. And, though it may seem it from its human-like responses, ChatGPT isn’t sentient — it’s a next-word prediction engine, according Dan Diasio, Ernst & Young global artificial intelligence consulting leader.

GPT-4 is more reliable, creative, and able to handle much more nuanced instructions than GPT-3.5,” the company said in its blog post today. “Additionally, GPT-4 allows developers to evolve tone, tenor, and response persona to match the desired output better,” Choy said in an email reply to Computerworld. new chat gpt 4 Get instant access to breaking news, the hottest reviews, great deals and helpful tips. OpenAI acknowledged that GPT-4 still has limitations and warned users to be careful. GPT-4 is “still not fully reliable” because it “hallucinates” facts and makes reasoning errors, it said.

Microsoft’s first involvement with OpenAI was in 2019 when the company invested $1 billion. In January 2023, Microsoft extended its partnership with OpenAI through a multiyear, multi-billion dollar investment. OpenAI once offered plugins for ChatGPT to connect to third-party applications and access real-time information on the web. The plugins expanded ChatGPT’s abilities, allowing it to assist with many more activities, such as planning a trip or finding a place to eat. AI systems like ChatGPT can and do reject inappropriate requests. The AI assistant can identify inappropriate submissions to prevent unsafe content generation.

But that was before he discovered the strange joys of getting up at 4am for a photo shoot in London’s Square Mile. If you look beyond the browser-based chat function to the API, ChatGPT’s capabilities become even more exciting. We’ve learned how to use ChatGPT with Siri and overhaul Apple’s voice assistant, which could well stand to threaten the tech giant’s once market-leading assistive software. ChatGPT has been trained on a vast amount of text covering a huge range of subjects, so its possibilities are nearly endless.

Earlier, Google announced its latest AI tools, including new generative AI functionality to Google Docs and Gmail. It is unclear at this time if GPT-4 will also be able to output in multiple formats one day, but during the livestream we saw the AI chatbot used as a Discord bot that could create a functioning website with just a hand-drawn image. “Great care should be taken when using language model outputs, particularly in high-stakes contexts,” the company said, though it added that hallucinations have been sharply reduced. “With GPT-4, we are one step closer to life imitating art,” said Mirella Lapata, professor of natural language processing at the University of Edinburgh. She referred to the TV show “Black Mirror,” which focuses on the dark side of technology. The rumor mill was further energized last week after a Microsoft executive let slip that the system would launch this week in an interview with the German press.

Racism, sexism and all manner of prejudices run rampant online, and it is up to the individual to decide how much weight to give it. So, despite the guardrails OpenAI has put in place to prevent it, the chatbot still has a tendency to let biases (both subtle and unsubtle) creep into its outputs. But for those who want an upgrade over the free version, a paid subscription version, called ChatGPT Plus, is also available.

  • Our goal is to deliver the most accurate information and the most knowledgeable advice possible in order to help you make smarter buying decisions on tech gear and a wide array of products and services.
  • Yes, ChatGPT is a great resource for helping with job applications.
  • The completion is also rendered to the DOM so the user can see it.
  • How this information is obtained remains a major point of contention for authors and publishers who are unhappy with how their writing is used by OpenAI without consent.

Our goal is to deliver the most accurate information and the most knowledgeable advice possible in order to help you make smarter buying decisions on tech gear and a wide array of products and services. Our editors thoroughly review and fact-check every article to ensure that our content meets the highest standards. If we have made an error or published misleading information, we will correct or clarify the article. If you see inaccuracies in our content, please report the mistake via this form. But before you render anything, remember you also need to include each piece of dialogue in conversationArr. And the format that you need for that is an object with two key/value pairs where one key is role and has the value ’assistant’, and the other is content and holds the completion as its value.

How human-like are the most sophisticated chatbots?

ChatGPT is one of many AI content generators tackling the art of the written word — whether that be a news article, press release, college essay or sales email. In short, the answer is no, not because people haven’t tried, but because none do it efficiently. Also, technically speaking, if you, as a user, copy and paste ChatGPT’s response, that is an act of plagiarism because you are claiming someone else’s work as your own. The „Chat” part of the name is simply a callout to its chatting capabilities.

new chat gpt 4

Based on a Microsoft press event earlier this week, it is expected that video processing capabilities will eventually follow suit. While this livestream was focused on how developers can use the new GPT-4 API, the features highlighted here were nonetheless impressive. In addition to processing image inputs and building a functioning website as a Discord bot, we also saw how the GPT-4 model could be used to replace existing tax preparation software and more. Below are our thoughts from the OpenAI GPT-4 Developer Livestream, and a little AI news sprinkled in for good measure.

Applications and criticism

Always review and edit generated text for accuracy and quality. ChatGPT can quickly summarise the key points of long articles or sum up complex ideas in an easier way. This could be a time saver if you’re trying to get up to speed in a new industry Chat GPT or need help with a tricky concept while studying. ChatGPT can also be accessed as a mobile app on iOS and Android devices. To do so, download the ChatGPT app from the App Store for iPhone and iPad devices, or from Google Play for Android devices.

new chat gpt 4

Right now, the Plus subscription is apparently helping to support free access to ChatGPT. Whether that’s something that continues long-term is another matter. OpenAI released a larger and more capable model, called GPT-3, in June 2020, but it was the full arrival of ChatGPT 3.5 in November 2022 that saw the technology burst into the mainstream. Throughout the course of 2023, it got several significant updates too, which made it easier to use.

This allows GPT-4 to handle not only text inputs but images as well, though at the moment it can still only respond in text. It is this functionality that Microsoft said at a recent AI event could eventually allow GPT-4 to process video input into the AI chatbot model. Don’t be afraid to get super long and detailed with your prompts!

Therefore, when familiarizing yourself with how to use ChatGPT, you might wonder if your specific conversations will be used for training and, if so, who can view your chats. Congratulations on successfully building your own chatbot using the GPT-4 API! With GPT-4, you’ve unlocked a world of possibilities in natural language processing and conversation generation. Which one you use depends on what you want the AI to do (generate language, generate code, create images from text prompts, and so on). From its response, we can see that the API does have the context of the conversation from the array – it knew we were talking about Paris even though Paris was not mentioned in the question How many people live there? So now we can be sure that we will be able to have a logical, flowing conversation with the chatbot.

The new model includes information through April 2023, so it can answer with more current context for your prompts. Altman expressed his intentions to never let ChatGPT’s info get that dusty again. How this information is obtained remains a major point of contention for authors and publishers who are unhappy with how their writing is used by OpenAI without consent.

Will my conversations with ChatGPT be used for training?

Therefore, if you are an avid Google user, Gemini might be the best AI chatbot for you. Although ChatGPT gets the most buzz, other options are just as good—and might even be better suited to your needs. ZDNET has created a list of the best chatbots, all of which we have tested to identify the best tool for your requirements.

The big change from GPT-3.5 is that OpenAI’s 4th generation language model is multimodal, which means it can process both text, images and audio. ChatGPT was released as a „research preview” on November 30, 2022. A blog post casually introduced the AI chatbot to the world, with OpenAI stating that „we’ve trained a model called ChatGPT which interacts in a conversational way”.

Still, there were definitely some highlights, such as building a website from a handwritten drawing, and getting to see the multimodal capabilities in action was exciting. While GPT is not a tax professional, it would be cool to see GPT-4 or a subsequent model turned into a tax tool that allows people to circumnavigate the tax preparation industry and handle even the most complicated returns themselves. Welcome to our coverage of the OpenAI GPT-4 Developer Livestream! OpenAI already announced the new GPT-4 model in a product announcement on its website today and now they are following it up with a live preview for developers.

These new AI breakthroughs have the potential to transform the internet search business long dominated by Google, which is trying to catch up with its own AI chatbot, and numerous professions. No – it argued that „AI systems like myself can help writers by providing suggestions and ideas, but ultimately it is up to the human writer to create the final product”. Claude is an AI assistant created by Anthropic, designed to handle a wide range of tasks from writing to analysis.

This update allows users to interact with ChatGPT via speech, and to upload images that the model can analyze and use to generate outputs. It also added voice-to-text capabilities, effectively making ChatGPT a full-fledged voice assistant. This update allows ChatGPT to remember details from previous conversations and tailor its future responses accordingly. This can include factual information — like dietary restrictions or relevant details about the user’s business — as well as stylistic preferences like brevity or a specific kind of outline. According to an OpenAI blog post, ChatGPT will build memories on its own over time, though users can also prompt the bot to remember specific details — or forget them.

The company says GPT-4’s improvements are evident in the system’s performance on a number of tests and benchmarks, including the Uniform Bar Exam, LSAT, SAT Math, and SAT Evidence-Based Reading & Writing exams. In the exams mentioned, GPT-4 scored in the 88th percentile and above, and a full list of exams and the system’s scores can be seen here.

This is the array that will hold the entire conversation and acts as a single source of truth. This allows the app to have a „memory” of the conversation so it can understand requests and contextualise its responses. Therefore, to create a chatbot capable of engaging in a coherent conversation, we need to provide the OpenAI model with a form of memory.

As you go through the sign-up process, be sure to copy and paste your API key somewhere safe, as you will need it soon. For a deeper dive into the OpenAI API, I have created a 4.5 hour course, „Build AI Apps with ChatGPT, DALL-E, and GPT-4”, which you can find on FreeCodeCamp’s YouTube Channel and Scrimba. In this tutorial, I will teach you everything you need to know to build your own chatbot using the GPT-4 API. For a while, ChatGPT was only available through its web interface, but there are now official apps for Android and iOS that are free to download, as well as an app for macOS. The layout and features are similar to what you’ll see on the web, but there are a few differences that you need to know about too.

The arrival of a new ChatGPT API for businesses means we’ll soon likely to see an explosion of apps that are built around the AI chatbot. In the pipeline are ChatGPT-powered app features from the likes of Shopify (and its Shop app) and Instacart. The dating app OKCupid has also started dabbling with in-app questions that have been created by OpenAI’s chatbot. The interface was, as it is now, a simple text box that allowed users to answer follow-up questions. OpenAI said that the dialog format, which you can now see in the Bing search engine and many other places, allows ChatGPT to „admit its mistakes, challenge incorrect premises, and reject inappropriate requests”. But early users have also revealed some of ChatGPT’s limitations.

For example, chatbots can write an entire essay in seconds, raising concerns about students cheating and not learning how to write properly. These fears even led some school districts to block access when ChatGPT initially launched. Meet KnowItAll, a ChatBot with extraordinary conversational powers. You can ask it questions, have it create content, correct language, suggest edits, or translate.

Using the Discord bot created in the GPT-4 Playground, OpenAI was able to take a photo of a handwritten website (see photo) mock-up and turn it into a  working website with some new content generated for the website. While OpenAI says this tool is very much still in development, that could be a massive boost for those hoping to build a website without having the expertise to code on without GPT’s help. It’s part of a new generation of machine-learning systems that can converse, generate readable text on demand and produce novel images and video based on what they’ve learned from a vast database of digital books and online text. It’s been a long journey to get to GPT-4, with OpenAI — and AI language models in general — building momentum slowly over several years before rocketing into the mainstream in recent months. ChatGPT’s ability to answer questions caused some users to wonder if it might replace Google. ChatGPT was publicly released on Wednesday by OpenAI, an artificial intelligence research firm whose founders included Elon Musk.

And others have found that sometimes success in creating a convincing computer conversationalist brings unexpected problems. A journalist for technology news site Mashable who tried out ChatGPT reported it is hard to provoke the model into saying offensive things. OpenAI chief executive Sam Altman revealed the level of interest in the artificial conversationalist in a tweet. The system also learned from access to Twitter data according to a tweet from Elon Musk who is no longer part of OpenAI’s board. To develop the system, an early version was fine-tuned through conversations with human trainers. Because Claude shines in its ability to adapt to your unique voice and style, you can use it to repurpose your content for different platforms.

Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals. Keep exploring generative AI tools and ChatGPT with Prompt Engineering for ChatGPT from Vanderbilt University. Learn more about how these tools work and incorporate them into your daily life to boost productivity. You can input an existing piece of text into ChatGPT and ask it to identify uses of passive voice, repetitive phrases or word usage, or grammatical errors. This could be particularly useful if you’re writing in a language you’re not a native speaker.

For instance, if you ask ChatGPT a question like “What sites should I see in my upcoming vacation to Paris? Some people have even used ChatGPT for advice on relationships and finances. ChatGPT can be used for other writing tasks beyond just content creation. It can translate a piece of text into different languages, summarize several pages of text into a paragraph, finish a partially complete sentence, generate dialogue and more. It can also be fine-tuned for specific use cases such as legal documents or medical records, where the model is trained on domain-specific data. “It actually integrates and systematizes humans’ subjective judgment into the model training process,” Sam Stone, the director of product management, pricing and data products at real estate tech firm Opendoor, told Built In.

So, for example, a user could ask ChatGPT to not only answer questions, but write a new marketing campaign, a resume, or a news story. You can foun additiona information about ai customer service and artificial intelligence and NLP. Chatbots today are primarily used by businesses for automated customer response engines. It’s capable of carrying on conversations with human users and generating a wide range of text outputs including recipes, computer code, essays and personal letters. It can also critique the user’s writing, summarize long documents and translate text from one language to another. The paid version of ChatGPT also offers features like image and voice inputs and integrations with other OpenAI services like the image generator DALL-E.

Give Claude examples of your work and specify which words to avoid, to train it to write in a way that authentically represents your brand. Produce more content without sacrificing quality or authenticity. This design platform keeps getting better, and Canva’s AI upgrades have turned it into a branding powerhouse.

Make sure to download OpenAI’s app, as many copycat fake apps are listed on Apple’s App Store and the Google Play Store that are not affiliated with OpenAI. Once you visit the site, you can start chatting away with ChatGPT. A great way to get started is by asking a question, similar to what you would do with Google.

Upon launching the prototype, users were given a waitlist to sign up for. If you are looking for a platform that can explain complex topics in an easy-to-understand manner, then ChatGPT might be what you want. If you want the best of both worlds, plenty of AI search engines combine both. When searching for as much up-to-date, accurate information as possible, your best bet is a search engine. It will provide you with pages upon pages of sources you can peruse. With a subscription to ChatGPT Plus, you can access GPT-4, GPT-4o mini or GPT-4o.

This tool frees you up to focus on the discussion at hand, knowing you won’t miss important details. Leverage it in conjunction with other tools and techniques, including your own creativity, emotional intelligence, and strategic thinking skills. Ultimately, OpenAI is working toward ultimately achieving artificial general intelligence, where a machine is capable of behaving and performing actions the way humans can. “We are very much here to build AGI,” co-founder and CEO Altman said in an interview with StrictlyVC.

It can create images of realistic objects („a stained-glass window with an image of a blue strawberry”) as well as objects that do not exist in reality („a cube with the texture of a porcupine”). ChatGPT is powered by a large language model made up of neural networks trained on a massive amount of information from the internet, including Wikipedia articles and research papers. This allows ChatGPT to take a sequence of words a user gives it, such as a half-completed sentence, and fill in the blanks with the most statistically probable word given the surrounding context — sort of like auto-complete.

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Custom GPTs can also be connected to real-world data through APIs. The GPT Store allows users to share their customized GPT models with others. According to OpenAI, builders based in the United States will be eligible for payments based on the usage of their custom GPTs. Hallucinations can become a huge issue if ChatGPT is being used to, say, write a news article, or ask questions about historical events, or get healthcare advice. Or, in the case of one New York lawyer, use ChatGPT for a brief in a client’s personal injury case (where it inadvertently cited six non-existent court decisions).

new chat gpt 4

OpenAI says that its responses „may be inaccurate, untruthful, and otherwise misleading at times”. OpenAI CEO Sam Altman also admitted in December 2022 that the AI chatbot is „incredibly limited” and that „it’s a mistake to be relying on it for anything important right now”. The app supports chat history syncing and voice input (using Whisper, OpenAI’s speech recognition model). Say goodbye to the perpetual reminder from ChatGPT that its information cutoff date is restricted to September 2021. “We are just as annoyed as all of you, probably more, that GPT-4’s knowledge about the world ended in 2021,” said Sam Altman, CEO of OpenAI, at the conference.

But before you continue writing more code, let’s take a moment to envision how this chatbot will work. In your project folder, create a new file called env.js to hold your API key. At time of writing, there is a waiting list for GPT-4 (you can join it here). But don’t worry if you haven’t got access to it yet, the GPT-3.5-turbo model is fully compatible with everything we do in this tutorial, and it is available to all now. Thanks to the OpenAI API, crafting intelligent, context-aware chatbots is now well within the reach of any budding web developer.

The model has been trained through a combination of automated learning and human feedback to generate text that closely matches what you’d expect to see in text written by a human. This paid subscription version of ChatGPT provides faster response times, access during peak times and the ability to test out new features early. In March 2023, OpenAI released GPT-4, a much-anticipated language model that will be the underlying engine powering ChatGPT going forward. The model is multimodal, meaning it accepts both images and text as inputs, although it only generates text as an output. Instead of a list of websites, though, it’ll provide users with a simple list of answers.

OpenAI Launches GPT-4o and More Features for ChatGPT – CNET

OpenAI Launches GPT-4o and More Features for ChatGPT.

Posted: Fri, 17 May 2024 07:00:00 GMT [source]

Ulrik Stig Hansen, president of computer vision company Encord, said GPT-3 didn’t live up to the hype of AI and large language models, but GPT-4 does. ChatGPT, launched by OpenAI in November, immediately went viral and had 1 million users in just its first five days because of the sophisticated way it generates in-depth, human-like prose responses to queries. By February, ChatGPT boasted 13 million unique daily users on average. OpenAI claims that GPT-4 can „take in and generate up to 25,000 words of text.” That’s significantly more than the 3,000 words that ChatGPT can handle. But the real upgrade is GPT-4’s multimodal capabilities, allowing the chatbot AI to handle images as well as text.

OpenAI, an AI research company based in San Francisco, created and launched ChatGPT on November 30, 2022. Everything you need to know about the artificial intelligence chatbot, including how it works and why it matters. Copilot uses OpenAI’s GPT-4, which means that since its launch, it has been more efficient and capable than the standard, free version of ChatGPT, which was powered by GPT 3.5 at the time. At the time, Copilot boasted several other features over ChatGPT, such as access to the internet, knowledge of current information, and footnotes. With the latest update, all users, including those on the free plan, can access the GPT Store and find 3 million customized ChatGPT chatbots. Unfortunately, there is also a lot of spam in the GPT store, so be careful which ones you use.

Prior to ChatGPT, OpenAI launched several products, including automatic speech recognition software Whisper, and DALL-E, an AI art generator that can produce images based on text prompts. In May 2024, however, OpenAI supercharged the free version of its chatbot with GPT-4o. The upgrade gave users GPT-4 level intelligence, the ability to get responses from the web, analyze data, chat about photos and documents, use GPTs, and access the GPT Store and Voice Mode.

Each element in this array will be an object with two key/value pairs. The first key will be role and the second key will be content. This structure will be consistent for all objects stored in the array throughout the project. As mentioned previously, the OpenAI API needs to be provided with the conversation https://chat.openai.com/ as it exists at that time with each API call. The conversation should be structured as an array of objects, with each object following a specific format. The key will be apiKey and the value will be our API key which you have imported from process and can access with process.env.OPENAI_API_KEY.

We’re also particularly looking forward to seeing it integrated with some of our favorite cloud software and the best productivity tools. There are several ways that ChatGPT could transform Microsoft Office, and someone has already made a nifty ChatGPT plug-in for Google Slides. Microsoft has also announced that the AI tech will be baked into Skype, where it’ll be able to produce meeting summaries or make suggestions based on questions that pop up in your group chat. ChatGPT has been created with one main objective – to predict the next word in a sentence, based on what’s typically happened in the gigabytes of text data that it’s been trained on. For example, ChatGPT’s most original GPT-3.5 model was trained on 570GB of text data from the internet, which OpenAI says included books, articles, websites, and even social media.

While GPT-4 isn’t a revolutionary leap from GPT-3.5, it is another important step towards chatbots and AI-powered apps that stick closer to the facts and don’t go haywire in the ways that we’ve seen in the recent past. Other language-based tasks that ChatGPT enjoys are translations, helping you learn new languages (watch out, Duolingo), generating job descriptions, and creating meal plans. Just tell it the ingredients you have and the number of people you need to serve, and it’ll rustle up some impressive ideas. Google was only too keen to point out its role in developing the technology during its announcement of Google Bard. But ChatGPT was the AI chatbot that took the concept mainstream, earning it another multi-billion investment from Microsoft, which said that it was as important as the invention of the PC and the internet. On July 18, 2024, OpenAI released GPT-4o mini, a smaller version of GPT-4o replacing GPT-3.5 Turbo on the ChatGPT interface.

“GPT-4 Turbo supports up to 128,000 tokens of context,” said Altman. Even though tokens aren’t synonymous with the number of words you can include with a prompt, Altman compared the new limit to be around the number of words from 300 book pages. Let’s say you want the chatbot to analyze an extensive document and provide you with a summary—you can now input more info at once with GPT-4 Turbo.