Sam Altman, OpenAI's chief executive, sent an internal memo to staff saying Gemini 3 could create'temporary economic headwinds' for the company. Sam Altman, OpenAI's chief executive, sent an internal memo to staff saying Gemini 3 could create'temporary economic headwinds' for the company. Sam Altman issues'code red' at OpenAI as ChatGPT contends with rivals Chief executive tells staff it is'critical time' for chatbot as it faces intense competition from Google's new Gemini 3 Sam Altman has declared a "code red" at OpenAI to improve ChatGPT as the chatbot faces intense competition from rivals. According to a report by tech news site the Information, the chief executive of the San Francisco-based startup told staff in an internal memo: "We are at a critical time for ChatGPT." OpenAI has been rattled by the success of Google's latest AI model, Gemini 3, and is devoting more internal resources to improving ChatGPT .

Apple thanked John Giannandrea for his efforts. Apple thanked John Giannandrea for his efforts. Siri-us setback: Apple's AI chief steps down as company lags behind rivals Apple's head of artificial intelligence, John Giannandrea, is stepping down from the company. The move comes as the Silicon Valley giant has lagged behind its competitors in rolling out generative AI features, in particular its voice assistant Siri. Apple made the announcement on Monday, thanking Giannandrea for his seven-year tenure at the company.

Google's Bard gained a handful of new features and functions Thursday in the chatbot AI's latest round of updates, including expanded linguistic knowledge, more nuanced response controls and the ability to respond with spoken word in addition to text. Users can now converse with the AI in Arabic, Chinese, German, Hindi and Spanish, among others as well as access the platform from more places on the planet, such as Brazil and "across Europe," Jack Krawczyk, Bard Product Lead, and Amarnag Subramanya, Bard's VP of Engineering, wrote in a blog post Thursday. "As we bring Bard to more regions and languages over time, we'll continue to use our AI Principles as a guide, incorporate user feedback, and take steps to protect people's privacy and data." Users will have the option to either read or listen to the AI's generated responses, which Krawczyk and Subramanya believe will help immensely when users want to hear the correct pronunciation of words in those 40 newly-added languages. Users have also been afforded more robust controls over how friendly Bard will be with five distinct options for the AI's tone: simple, long, short, professional or casual.

While labeled data is expensive to prepare, ever increasing amounts of unlabeled data is becoming widely available. In order to adapt to this phenomenon, several semi-supervised learning (SSL) algorithms, which learn from labeled as well as unlabeled data, have been developed. In a separate line of work, researchers have started to realize that graphs provide a natural way to represent data in a variety of domains. Graph-based SSL algorithms, which bring together these two lines of work, have been shown to outperform the state-of-the-art in many applications in speech processing, computer vision, natural language processing, and other areas of Artificial Intelligence. Recognizing this promising and emerging area of research, this synthesis lecture focuses on graph-based SSL algorithms (e.g., label propagation methods).

Automation is changing the paradigm that development was limited to app development and delivery professionals with specialized skills, a new report from Forrester finds. Today, with low-code tools and robotic process automation builders, "business users and non-coders can now build bespoke workflows and customized functionality," according to the Automation is the New Fabric for Digital Business report. But a piecemeal approach to automation technology has created as many problems as it has solved, according to the report. One issue is that tactical automation undersells transformative potential. SEE: The CIO's guide to quantum computing (free PDF) (TechRepublic) While automation is the enabler supporting transformation at multiple levels, "tactical, cost-focused automation disconnected from digital transformation goals can inhibit this broader vision."