What open-source development can mean for the future of AI Financial Times Partner Content by IBM

Creativity with AI: New Report Imagines the Future of Student Success SPONSOR CONTENT

In the film and gaming industries, generative AI creates realistic characters, landscapes, and animations. AI-generated music is also used for background scores and soundtracks. Generative AI meaning can be defined as a type of artificial intelligence that is used to create content. It differs from traditional AI models, which are typically used to recognise patterns or make predictions.

By late 2024, it had grown to include more than 130 other companies, universities and non-profit organisations across 22 countries, including Pleias. Alliance members help each other evaluate sources of AI training data, create standards for assessing and testing AI models, and adopt guardrails to reduce the risk of errors and data leaks. This is all intended to strike the optimal balance between the predictability of traditional software and the advanced capabilities of AI. Creativity plays a vital role in personal growth by equipping students with essential tools for self-expression, emotional resilience, and a sense of purpose.

Samsung’s Galaxy S25 AI Assistant Will Do Everything For You, Except Hit Send

ChatGPT o1 generative AI is a large language model (LLM) that generally rates as being at or quite near the pinnacle of modern-day AI models. When you use o1, you can immediately discern that the AI has something special going on. All these new software features could find a use, though we still need to try it all outside of Samsung’s locked-down preview vacuum. What’s more, you need to remember that not all the new AI features work directly on-device. The most complicated tasks require a more sophisticated AI model, and that means relying on Google’s taxed data centers that guzzle down hoards of water and electricity.

• Automated writing tools might undercut opportunities for professional writers. • AI-generated art could compete directly with human artists, reducing demand for commissions. The answer depends on whether the AI’s use of copyrighted material satisfies the fair use criteria, and in most cases, it does not.

Here, in essence, “dog” is to “chien”, while “chien” is to “whisper”, and thus we can say that “dog” is also to “whisper”. It isn’t just that o1 displays something in a language other than English, it is also that it suddenly does this seemingly out of the blue. Then, the AI mathematically and computationally construes that “dog” and “chien” appear to be referencing the same thing. It is almost as though the AI crafts an internal English-French dictionary associating English words with French words.

The AI is going to be able to answer the question, doing so by accessing the French words that perchance were picked up during the initial data scanning. Imagine that an Internet scan is taking place, and the word “dog” is encountered. Later, the words “fluffy”, “four-legged”, “tail-wagging” and others are found and determined to be statistically related to the word “dog”. Suppose we went ahead and did a scan on the Internet to find the word “chien” and identify other words that seem statistically related to that word. There is a French masculine version, “chien” and a feminine version, “chienne” for dog, but let’s simplify things and go with just using for the sake of discussion word “chien” (thanks for playing along).

The French Word For Dog

The phenomenon is an unintended consequence and not particularly planned for. Also, the switching is not necessarily going to be fluent in the other language and might be flawed or incomplete. By now, business leaders have come to see artificial intelligence (AI), especially generative AI, as key to their success. For example, a recent survey found that 72 per cent of CEOs at leading organisations view it as a crucial competitive advantage. There aren’t any patterns on the word “dog” and the word “whisper”. The new Guardian models allow developers to build in safety checks – for example, filters for user prompts – to help protect data and avoid harmful mistakes.

Another take on rent-free then is that there is insufficient rent. This suggests a ROI perspective, whereby the personal cost exceeds the personal benefit. Your mind is not getting sufficient payback for the mental cycles consumed by the “what” of the matter. There are lots of interpretations and you are allowed to employ the remark in a wide variety of ways.

We can assume that “dog” is immensely across the web as a word that people use. Everyone has a beloved dog, or a story about dogs, or has something to say about dogs. Various users have indicated that from time to time the o1 suddenly switches from English to Chinese when displaying the chain-of-thought steps that are being undertaken. It is almost like seeing a mirage, except that it really does happen, and printouts or screen snapshots bear this out. Harmonic Security recommends that organizations implement real-time monitoring systems to track and manage data input into generative AI tools and related software-as-a-service platforms.

Everyone Calm Down, the Samsung Galaxy S25 Edge Is Just a Thin Phone

Every AI mystery deserves a logical plausible explanation, including the latest one about OpenAI’s … The work informs IBM’s own development efforts related to its flagship family of Granite models. Along with a third generation of its smaller, less resource-intensive Granite LLMs, the company recently announced a family of Granite Guardian models.

• This third and last example entails a person who seeks to mimic generative AI.
• Generative AI has emerged as a transformative force in technology, creating text, art, music and code that can rival human efforts.
• Another excellent benefit of generative AI is that it can help create content much faster than humans.
• For example, AI-generated content can be used to spread misinformation or create fake news.
• While human creativity often achieves this through intentionality—commentary, critique or parody—AI outputs rarely meet this standard.

Companies should ensure employees use paid plans or options that do not train on input data while also gaining prompt-level visibility to understand exactly what information is shared. The study found that in the vast majority of cases, employee behavior when using generative AI tools is straightforward. Users were found to commonly ask generative AI tools to summarize text, edit blog posts, or write documentation for code. However, 8.5% of prompts were found to be of concern as they put sensitive information at risk.

Interestingly, as educators incorporate more creative thinking activities into their classrooms, they observe a notable increase in other academic outcomes and cognitive skill development. Creative thinking has always been a key aspect of effective learning. Educators involved in the 2025 study share how creative projects in the curricula enable students to bring complex ideas to life, solve intricate problems, and form connections that make learning personal and meaningful. IBM and Meta founded the AI Alliance in 2023 to foster open AI development and collaboration.

When generative AI and LLMs are initially put together, the big first step entails scanning lots of data to do pattern-matching on how humans write. All kinds of essays, narratives, stories, poems, and the like are examined. Complex mathematical and computational mechanisms try to identify how words relate to other words.

Should creators have the right to opt out of having their works used in AI training datasets? Should AI companies share profits with the creators whose works were used for training? These questions highlight the broader moral implications of AI’s reliance on copyrighted material. If those non-English words are going to be helpful during generating a response to a user prompt, so be it. The AI is programmed to seek a response to a user inquiry and spanning across languages is easy-peasy.

The Legal Landscape

Again, you can give credit where credit is due, in the sense that if someone can enhance their thinking processes by making use of generative AI, we should probably laud such usage. The issue is that this goes beyond the norm and at times enters a Twilight Zone. The person becomes overly preoccupied with trying to think as AI “thinks” and they even come to believe that AI is sentient (we don’t have sentient AI yet). In today’s column, I unpack the famous saying proffering that you shouldn’t let things live in your head rent-free, which in this instance can be applied to the advent of generative AI and large language models (LLMs).

We want our readers to share their views and exchange ideas and facts in a safe space. Make sure to give scrutiny to anything AI says, and anything that humans say about AI. And, please, charge appropriate and full rent for the use of your mind – it’s yours to profit from. There are more ways that AI is going to potentially be in our minds.

The company also promises it doesn’t use prompts or data for targeted advertising. Still, you can also change a setting only to process data on-device. Doing so may cut out access to several AI features that require cloud data. Adobe Express for Education integrates creativity and technology in ways designed to accelerate student outcomes. With the constant advancement of technology, even generative AI is being used in various industries.

Of the prompts that raised concerns, 45.8% of prompts potentially disclosed customer data, such as billing information and authentication data. A further 26.8% contained information on employees, including payroll data, personally identifiable information and employment records. Some prompts were even found to ask generative AI to conduct employee performance reviews. The finding came from a study of business users undertaken in the fourth quarter of 2024 across generative artificial tools, including Microsoft Copilot, OpenAI’s ChatGPT, Google Gemini, Claude and Perplexity.

Educators who have a strong sense of purpose typically show greater dedication to teaching essential skills, such as creative thinking and the use of generative AI. Additionally, they’re more inclined to explore potential career pathways that can be supported by these skills. Generative AI is powered by advanced algorithms and machine learning techniques. The key technology behind it is something called Generative Adversarial Networks (GANs) or other models like transformers (used in systems like ChatGPT). For example, a text-generating model might be trained on millions of books, articles, and other written content. The AI studies the data to understand patterns, styles, and structures.

From there, they can evaluate open versus closed development based on expected return on investment. As for the future, Annunziata believes open collaboration is the way to go for trusted and practical AI. “It’s important that development is not done in a black box by a few companies,” he says.

• Should creators have the right to opt out of having their works used in AI training datasets?
• While generative AI has many advantages, it also comes with challenges and risks.
• Doing so may cut out access to several AI features that require cloud data.
• Interestingly, as educators incorporate more creative thinking activities into their classrooms, they observe a notable increase in other academic outcomes and cognitive skill development.
• “It’s important that development is not done in a black box by a few companies,” he says.

The gist is that the Chinese language is not the sole purveyor of the grand switcheroo. OpenAI seems to have remained mum and isn’t telling us what is at the root of this oddity. Their AI is considered proprietary, and they don’t allow others to poke around into the internals, nor do they make publicly available the internal design and mechanisms at play. This means that everyone can only guess what the heck might be happening inside o1. Allow me to set the stage for revealing the known facts concerning the mystery that is afoot. The Galaxy S25, S25+, and S25 Ultra phones are now using Google Gemini rather than any proprietary blend of AI like Samsung’s previous devices.

Generative AI is still in its early stages, and its full potential is yet to be realized. In the future, we can expect more realistic outputs, which means that AI-generated content will become even more indistinguishable from human-made content. Governments and organizations will likely establish regulations to address ethical and legal concerns. The term “generative” comes from the word “generation,” meaning the creation or production of something.

However, just because Google’s software is prominent doesn’t mean you can ignore all your Samsung apps. If you ask the AI assistant to make a calendar event for you based on a screencap, the device will default to your Samsung Calendar, not Google. If you want it to use Google Calendar, you’ll need to specify it in your prompt. This third and last example entails a person who seeks to mimic generative AI. Some people relish that AI appears to think in a logical and fully rational way. In this next example, we will take a look at a person who perceives generative AI as a beloved companion or partner, along the lines of being a boyfriend or girlfriend.

This content can take various forms, such as text, images, videos, music, or even code. Generative AI models are trained on massive datasets, often containing millions of works. While individual pieces may contribute minimally, the sheer scale of usage complicates the argument for fair use. Fair use traditionally applies to specific, limited uses—not wholesale ingestion of copyrighted content on a global scale. In recap, most generative AI and LLMs tend to pick up words of other languages beyond English during the initial data training and scanning of the Internet. During my talks about AI, attendees are often shocked to learn that while the data training is taking place, there are bits and pieces of other languages getting scanned too.

Generative AI Defined: How It Works, Benefits, and Limitations – TechRepublic

Generative AI Defined: How It Works, Benefits, and Limitations.

Posted: Thu, 24 Oct 2024 07:00:00 GMT [source]

Download the full report to explore how creativity and AI are shaping the future of learning, and learn how tools like Adobe Express can help your school empower the next generation of leaders, creators, and innovators. The Creativity and AI in Education 2025 Report presents a bold vision for what’s possible when creativity and AI intersect in education. It’s a future where students are not only equipped to navigate change but also inspired to shape it — where classrooms are hubs of innovation, purpose, and possibility. When selecting appropriate generative AI tools for their classrooms, educators prioritize the employable skills they want to impart to students. This ensures that students gain fluency in industry-standard tools.

If you’re asking the AI to write a text, the bot won’t hit send for you. If you ask it to change your settings, it will bring you to the correct page, but you’ll need to hit the button yourself. As long as users have control, they can fix any mistakes the AI model is prone to making. The bigger problem will be whether the AI will still accomplish the task, even when you’re not looking. Samsung showed how you can select what apps and content you will let the AI access. The new Now Brief widget that appears on the lock screen is also suffused with AI.

If it was you or me, and we were trying to read all kinds of websites, the moment you hit upon a page that had something other than English, you might be tempted to set aside the verbiage. You might be thinking that since your principal pursuit is English, discard anything that isn’t English. I will share with you my theory or educated guess at what might be occurring. There are lots of technical reasons that something like this can take place.