AI Act: Participate in the drawing-up of the first General-Purpose AI Code of Practice Shaping Europes digital future

Samsung’s Galaxy S25 supports Google’s multimodal Gemini Nano AI model

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Both during and in the aftermath of a serious weather incident, drones and manned aircraft gather thousands of aerial photos of the affected areas. These images potentially reveal which buildings and other infrastructure have been affected — but only after each one has been tagged as to precisely what location it’s showing. A Thames Water spokesperson said it was not a statutory consultee for datacentres, meaning the company did not need to be asked about the availability of water. Thames intends to ask the government whether sustainable sources, such as surface water, can be used to cool the datacentres, rather than water directly from the reservoir. Almost two thirds of people who have at least heard of AI chatbots are worried that their views and opinions will be manipulated by these programs. Experts believe that the personalization of information is increasing the risk of manipulation.

Sam Altman-led OpenAI launched its first-ever AI (artificial intelligence) agent, Operator to rival Anthropic’s Computer Use unveiled last year. OpenAI’s Operator is capable of performing web-based tasks such as typing, clicking, scrolling, booking vacations or restaurants, filling online forms, and ordering groceries. The feature has been added to OpenAI’s chatbot ChatGPT and is available only to ChatGPT Pro members in the U.S. for now. You can see that the generative AI sought to intertwine the answers of all four expert personas. After getting a short answer from each of the three expert personas, as combined into one response, I decided to see what else Dr. Brown, the economist persona, might have to say on the topic.

Current Legal Analysis

Another contributing factor is that the large generative AI systems are essentially trained with data from the freely available internet, and discriminatory views are incorporated despite filters. “People must always be at the center of our technological advances. It’s about practical solutions for the challenges of our time.” However, there is also a major advantage in the “human-like” design of communication with AI.

All of these films are technically impressive if you have watched lots of AI-generated content, which I have. But they all suffer from the same problem that every other AI film, video, or image you have seen suffers from. The AI-generated people often have dead eyes, vacant expressions, and move unnaturally. Many of the directors chose to do narrative voiceovers for large parts of their films, which is almost certainly done because when the characters in these films do talk, the lip-synching and facial expression-syncing does not work well.

Here’s how X did it and what all business professionals stand to learn about combating uncertainty and risk with machine learning. 2022 A rise in large language modelsor LLMs, such as OpenAI’s ChatGPT, creates an enormous change in performance of AI and its potential to drive enterprise value. With these new generative AI practices, deep-learning models can be pretrained on large amounts of data. Deep neural networks include an input layer, at least three but usually hundreds of hidden layers, and an output layer, unlike neural networks used in classic machine learning models, which usually have only one or two hidden layers.

The company says it plans to roll the tool out to other users in the future. On Tuesday, President Trump announced a $500 billion private investment into AI infrastructure—called Stargate—by three of the nation’s leading AI companies and a number of technology companies. The companies will initially invest $100 billion into AI infrastructure, but they plan to invest up to $500 billion in the coming years.

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We then gradually aligned sales and marketing incentives toward selling the AI product to ease the transition. The first results were rough, but by the third, we had breakthroughs ready for the roadmap. Build a culture where experimenting with AI is encouraged and failure is seen as part of learning. Officially allow AI experimentation and celebrate efforts—whether they succeed or not. Recognize and share even small wins, and make room for public discussions about what’s working (and what isn’t).

This partnership allows you to explore a wide range of Copilot services, including personalized content recommendations. “Sun Day” was the most interesting and ambitious film and is a dystopian sci-fi where a girl on a rain planet wins a lottery to see the sun for the first time. “Project Nexus” is a superhero film about a green rock that bestows superpowers on prisoners that did not have a plot I could follow and had no real ending. “The Best Day of My Life” is a mountaineering documentary in which a real man talks about an avalanche that nearly killed him and led to his leg being amputated, with his narrated story being animated with AI.

At the hearing, Albert took a seat in front of three members of staff – two from his department and one who was there to observe. They told him the hearing was being recorded and asked for his name, student ID and course code. It had been months since he’d submitted the essay and he felt conscious he couldn’t answer the questions as confidently as he’d like, but he tried his best.

These include training programs to address algorithmic discrimination and anti-bias guidance for companies that use automated valuation models, among others. Trump’s advisors may also choose to not finalize the pending Commerce rule on reporting requirements for AI developers, which would require private developers of advanced AI models to submit safety and reliability information to the government. Nebius AI Studio runs on that infrastructure, and provides access to one of the most extensive libraries of LLMs available. With today’s update, it’s adding new text-to-image models, Flux Schnell and Flux Dev, which were developed by the AI startup Black Forest Labs Inc., a rival to OpenAI. The company was formerly known as Yandex N.V., which was once the parent company of the Russian search engine Yandex.

Fewer human errors

There’s a good chance students are getting away with using more AI than I want them to, but those who want to circumvent systems would have done so without AI, such as by having their big sisters in college help to write their papers. I began by walking students through experiments I’d done with ChatGPT. One activity involved getting them to write an introductory paragraph. I’d feed those paragraphs into AI, asking it to write an essay based on the introduction. Then, I’d ask students to edit and critique what the AI was capable of compared to their writing. I gave it a prompt about the Shakespeare play “Much Ado About Nothing,” and it produced quotes from “As You Like It.” But I knew the technology would improve.

• Hassabis and Jumper developed an AI model that accurately predicts protein structures from their amino acid sequences, which is one of the most intriguing and famous scientific challenges of the last 50 years2.
• The researchers expressed optimism that AI could help bridge this gap.
• The fastest way to achieve this is to form a speedboat team—lean, 100% autonomous from the rest of the company and with full accountability.

The instructions to the AI are that multiple expert personas are to be defined and used simultaneously. You can either let the AI choose what those personas will consist of, or you can shape the direction of each persona. This depends on what you are trying to accomplish with the simulation. Imagine that you are interested in climate science as a specific domain.

Ernst & Young Global Limited, a UK company limited by guarantee, does not provide services to clients. Given all of the concepts and components that organizations must consider to not only implement AI but also instill confidence in it, organizations must develop a cohesive integrity-first approach to AI. Ad hoc efforts to chase risks and challenges after the fact will not suffice.

Employees are empowered to be experimental with AI applications and are provided with educational opportunities to teach, learn about, and apply AI. AI-first companies also take a leadership position in developing frameworks for AI ethics and responsible use of AI. This can be challenging for organizations, given that skill sets need to evolve alongside these new technologies. As organizations drive a more AI-focused agenda, there is an ongoing trend for these skill sets to shift from traditionally back-office functions related to technology toward a more prominent role within business functions and across the wider enterprise. Organizations need to be able to bridge the gap between technology and the business function use case.

Reduced physical risk

Though the AI appears to often convincingly fake the nature of the person, it is all still a computational simulation. One of the most popularly invoked personas entails generative AI pretending to be Abraham Lincoln. A teacher might tell a generative AI app such as ChatGPT to simulate the nature of Honest Abe. In an amazing flair, the AI seemingly responds as we assume Lincoln might have responded.

Most of the major generative AI apps are broadly trained across a wide swath of the Internet. This tends to make the AI so-called mile-long and an inch deep in terms of expertise. Voila, that alone would be sufficient to get the AI to simulate that specialty persona. One issue to keep in mind is whether the generative AI that you are using has sufficient data and has sufficiently patterned on that data to adequately represent the field of interest. Be cautious since the AI might be quite shallow and yet portray the expertise as though it is in-depth. Because it’s running in the cloud, Operator can carry out multiple tasks at once, says Kumar.

This one only works with text, so it powers things like Magic Compose in Google Messages, but not a whole lot else. You can find this version of Gemini Nano on a bunch of Android phones, including some Samsung models. Executive Order was one of many executive orders issued in the past four years. Some other prior executive actions on AI are the October 2024 “Framework to Advance AI Governance and Risk Management in National Security”; the U.S. Office of Special Counsel’sprinciples and policies for the use of AI; and most recently in January 2025, on federal support for AI Data Centers.

AI datacentres use a large amount of water, as their servers generate heat. To prevent computer systems overheating and shutting down, the centres use cooling towers and outside air systems, both of which need clean, fresh water. AI consumes between 1.8 and 12 litres of water for each kilowatt hour of energy usage across Microsoft’s global datacentres. One study estimates that global AI could account for up to 6.6bn cubic metres of water use by 2027 – the equivalent of nearly two-thirds of England’s annual consumption.

The tech industry is just like any other relatively new concept, where the world may take some time to adapt, he reiterated. She emphasized AI’s potential to reduce barriers to trade and foster inclusive economic growth. Earth AI, founded in 2017, takes a novel approach to mineral exploration that combines AI-powered mineral discovery software and proprietary drilling technology. This identifies mineral prospects and validates and delineates the scale of the deposits faster and more cost efficiently than traditional methods, it said.

• “We’ve trained the model to stop and ask the user for information before doing anything with external side effects,” says Casey Chu, another researcher on the team.
• “I think a lot of people will really enjoy wearing something that’s on the cutting edge on this,” Weiss said.
• I will go ahead with the three expert personas and let the AI derive an answer to my posed question.
• “It’s still early, it still makes mistakes,” says Yash Kumar, a researcher at OpenAI.

Nakano said the model bypassed the need for APIs, mechanisms that allow software components to communicate with each other, and “unlocks a whole new range of software we can use that was previously inaccessible.” Reiichiro Nakano, a member of the company’s technical staff, said in the livestream that Operator was powered by CUA, a new model built on GPT-4o. While chatbots like OpenAI’s popular ChatGPT use generative AI to respond to queries, Operator is an agent designed to perform tasks autonomously.

Whether Biden’s AI protections are gone for good remains to be seen as Trump himself has previously claimed that generative AI technologies are a “superpower” that offer “alarming” potential. Legal and compliance executives see innumerable opportunities for use cases and are excited about the potential AI can bring to their functions. However, the overall low adoption of AI within legal and internal audit suggests that the organization’s second and third lines of defense are not staying current with the use of AI in the rest of the organization.

OpenAI is collaborating with a number of businesses, including OpenTable, StubHub, Instacart, DoorDash, and Uber. The nature of those collaborations is not exactly clear, but Operator appears to suggest preset websites to use for certain tasks. The Stargate announcement comes a week after Biden issued an executive order on AI infrastructure, as we covered, which directs agencies to lease federal land for data centers. President Trump has not yet repealed Biden’s EO on AI infrastructure, which aligns with Trump’s focus on domestic AI investments.

“AI can solve complex challenges, and unlock new possibilities for growth. We are committed to helping our clients embrace this technology in a trustworthy and ethical manner, enhancing both efficiency and innovation,” says John Munnelly, Chief Digital Officer, KPMG Australia. “AI has the potential to be a significant force for good in society, transforming lives everywhere. But to realize its benefits having the guardrails in place for the safe and ethical use of AI is critical,” says Manuela Gazzard, President, Regulatory Services at BSI. Contributed to the writing, interpretation of the content, and editing of the manuscript, revising it critically for important intellectual content. All authors had final approval of the completed version and take accountability for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.

Samsung also showcased MICRO LED Beauty Mirror – an amazing blend of form and function. This innovative mirror display combines the reflectance and transmittance of a real mirror with Samsung smart TV capabilities and personalized beauty insights, to transform your daily routine. By analyzing individual skin types, the mirror provides tailored product recommendations to make self-care more intuitive and effective, leveraging innovative beauty solutions developed by Amorepacific, Korea’s leading cosmetics brand. Samsung Vision AI also offers limitless potential through collaborations with various AI partners such as Microsoft, paving the way for even more intelligent and personalized experiences and the expansion of our AI screen ecosystem. Samsung Vision AI represents the next step in the Samsung journey to deliver intelligent, intuitive, and seamless screen experiences. Making even these films a year or two ago would have been impossible, and there were moments I was watching where I was impressed by the tech.

Mock trial competition for high school students focused on First Amendment and use of AI – Mansfield News Journal

Mock trial competition for high school students focused on First Amendment and use of AI.

Posted: Wed, 22 Jan 2025 10:12:14 GMT [source]

Many of the directors talked about these films being worked on 24 hours a day by people across the world. In the EY Global Integrity Report 2024, executives cited inconsistent or incomplete data feeds into AI models as their number one challenge in deploying AI within the compliance function. For legal and compliance professionals — and, arguably, the workforce at large — to trust the data, organizations need to have a clear and complete understanding of their data. This should include data mapping and lineage to know where it comes from, as well as its level of quality and limitations. Whether the organization has already implemented AI or plans to do so in the near term, it’s important to understand its current maturity in managing the use of AI.

Providers should be able to rely on the Code of Practice to demonstrate compliance. Those two schools use their AI tools to assess the structured parts of the application, where applicants provide facts about such things as their academic credentials and extracurricular experiences. These differences reflect what admissions staff believe will provide the most useful initial results for their priorities as they take their first steps into AI assessments; they might evolve to use AI for other parts of the application. Meanwhile, OpenAI is fully aware of the legal fallouts of sharing users’ personal information for training AI models.

The AI is shaped around a large-scale data structure and is based on large-scale data training, all of which ends up as one gigantic pool. The gist is that the personas aren’t going to be independent, and they are bound to lean in similar directions. There is an entire body of literature on how to get human experts to coalesce toward one unified answer on a given topic. They can be given metrics or boundaries that essentially force them into an agreed-upon answer. Without anthropomorphizing AI, let’s shift gears and consider what happens with human experts. If you get human experts together and ask them to answer a tough question, the odds are they will each have a particular opinion.

Stargate aims to build data and electricity generation centers in America to support continued AI innovation. The experience, in many ways, was emblematic of his time at the university, he says. He feels frustrated that his professor hadn’t spoken to him initially about the essay, and disheartened that there were so few opportunities for students to reach out for help and support while he was studying.

The AI Office facilitates an iterative drafting process to ensure that the Code of Practice effectively addresses the AI Act rules. This includes transparency and copyright-related rules for all general-purpose AI models as well as a systemic risk taxonomy, risk assessment and mitigation measures. It is an inclusive and transparent approach which benefits from the input of all relevant stakeholders. The Code of Practice will detail the AI Act rules for providers of general-purpose AI models and general-purpose AI models with systemic risks. These rules will apply 12 months after the entry into force of the AI Act.

From chatbots dishing out illegal advice to dodgy AI-generated search results, take a look back over the year’s top AI failures. Despite fewer clicks, copyright fights, and sometimes iffy answers, AI could unlock new ways to summon all the world’s knowledge. OpenAI’s announcement also confirms one of two rumors that circled the internet this week. One predicted that OpenAI was about to reveal an agent-based app, after details about Operator were leaked on social media ahead of its release.