China’s Baidu makes AI chatbot Ernie Bot publicly available
In the following sample, ChatGPT provides responses to follow-up instructions. In the following sample, ChatGPT is able to understand the reference (“it”) to the subject of the previous question (“fermat’s little theorem”). Since they are so new, we have yet to see the long-tail effect of generative AI models. This means there are some inherent risks involved in using them—some known and some unknown. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.
Further, OpenAI argued that the authors have failed to show that the company has a “direct financial interest” in allegedly infringing the copyrights of their works. “That is not how copyright law works,” OpenAI argued, while claiming that any ChatGPT outputs that do connect to authors’ works are similar to “book reports or reviews.” In OpenAI’s motion to dismiss (filed in both lawsuits), the company asked a US district court in California to toss all but one claim alleging direct copyright infringement, which OpenAI hopes to defeat at “a later stage of the case.” Kim said that Naver is co-developing “low-cost and efficient” AI semiconductor chips with Samsung Electronics, the world’s largest dynamic random-access memory chipmaker.
What kinds of problems can a generative AI model solve?
However, executives will want to remain acutely aware of the risks that exist at this early stage of the technology’s development. For us and many executives we’ve spoken to recently, entering one prompt into ChatGPT, developed by OpenAI, was all it took to see the power of generative AI. In the first five days of its release, more than a million users logged into the platform to experience it for themselves. OpenAI’s servers can barely keep up with demand, regularly flashing a message that users need to return later when server capacity frees up.
As such, businesses that are able to effectively leverage the technology are likely to gain a significant competitive advantage. Generative AI models have the ability to mimic language in response to human-entered prompts. In some contexts, it can use such prompts to create detailed written responses that reflect general knowledge on the subject matter. The latest, and I think best example, comes via OpenAI’s ChatGPT, which launched as a free research preview for anyone to try this week. ChatGPT was recently super-charged by GPT-4, the latest language-writing model from OpenAI’s labs. Paying ChatGPT users have access to GPT-4, which can write more naturally and fluently than the model that previously powered ChatGPT.
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Most notably, fine-tuning enables OpenAI customers to shorten text prompts to speed up API calls and cut costs. Until recently, machine learning was largely limited to predictive models, used to observe and classify patterns in content. For example, a classic machine learning problem is to start with an image or several images of, say, adorable cats. The program would then identify patterns among the images, and then scrutinize random images for ones that would match the adorable cat pattern.
Bardoliwalla asserts that, even if the grounding tools don’t solve the so-called hallucination and toxicity problem with generative models once and for all, they’re a step in the general right direction. New in Vertex AI Search and Vertex AI Conversation with the jump to GA is multiturn search, which provides the ability to ask follow-up questions without starting the interaction from scratch. Also new is conversation and search summarization, which summarizes — predictably — search results and chat conversations.
At a press event in Redmond, Washington, Microsoft announced its long-rumored integration of OpenAI’s GPT-4 model into Bing, providing a ChatGPT-like experience within the search engine. The announcement spurred a 10x increase in new downloads for Bing globally, indicating a sizable consumer demand for new AI experiences. OpenAI makes another move toward monetization by launching a paid API for ChatGPT. Instacart, Snap (Snapchat’s parent company) and Quizlet are among its initial customers. ChatGPT is generally available through the Azure OpenAI Service, Microsoft’s fully managed, corporate-focused offering. Customers, who must already be “Microsoft managed customers and partners,” can apply here for special access.
OpenAI announced that it’s expanding custom instructions to all users, including those on the free tier of service. The feature allows users to add various preferences and requirements that they want the AI chatbot to consider when responding. It’s able to write essays, code and more given short text prompts, hyper-charging productivity.
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As excitement builds throughout health and information systems worldwide over the rich potential benefits of new tools generated by artificial intelligence (AI), the UN health agency on Tuesday called for action to ensure that patients are properly protected. A study co-authored by scientists at the Allen Institute for AI shows that assigning ChatGPT a “persona” — for example, “a bad person,” “a genrative ai horrible person” or “a nasty person” — through the ChatGPT API increases its toxicity sixfold. With fine-tuning, companies using GPT-3.5 Turbo through the company’s API can make the model better follow specific instructions. Or improving the model’s ability to consistently format responses, as well as hone the “feel” of the model’s output, like its tone, so that it better fits a brand or voice.
OpenAI also grabbed all the attention with its gone-viral ChatGPT bot and a companion API service, and text-to-image software DALL-E. This briefing is for QAA Members and other sector providers who are concerned about the challenges that artificial intelligence (AI) software tools bring in relation to the academic standards of awards and the integrity of assessment. It discusses Large Language Models (LLM), such as GPT3, which can be accessed through tools including ChatGPT. This paper develops a theme introduced in our earlier advice below on ‘Maintaining quality and standards in the ChatGPT era’. OpenAI claimed that the authors “misconceive the scope of copyright, failing to take into account the limitations and exceptions (including fair use) that properly leave room for innovations like the large language models now at the forefront of artificial intelligence.”
ChatGPT represents an exciting advancement in generative AI, with several features that could help accelerate certain tasks when used thoughtfully. Understanding both the features and genrative ai limitations is key to leveraging this technology for the greatest impact. As generative AI models become more sophisticated and harder to interpret, I wonder if that’s sustainable.
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- DeepMind is using techniques from AlphaGo, DeepMind’s AI system that was the first to defeat a professional human player at the board game Go, to make a ChatGPT-rivaling chatbot called Gemini.
- As the metaphor suggests, though, the prospect of a capability overhang isn’t necessarily good news.