Army evaluating generative AI tools to support business ops

How To Smartly And Safely Leverage GenAI In Business

Generative AI applications use the technology’s unique abilities in several industries. Well one respondent who answered the question “what concerns do you have about Generative AI, and what can be done to address them?” may have had the simplest answer—one that goes beyond the ethical concerns over using the technology. “No matter how you put it, generative AI isn’t a great replacement for real people and quality is going to be damaged,” this person said. Specifically, developers are much more pessimistic about tools like Copilot, ChatGPT, and MidJourney than they were the prior year.

These tools are part of a growing trend where generative AI is weaponized for phishing campaigns with personalized messages, developing ransomware and other malware, and exploiting vulnerabilities through automated exploit generation. The chatbot generated a convincing template that could easily deceive unsuspecting recipients. This underscores its potential to lower the barrier to entry for cybercriminals, enabling even low-skilled attackers to execute sophisticated campaigns. The development of generative AI offered both opportunities for beneficial productivity transformation and opportunities for malicious exploitation. A recent study in Health Affairs found that only 61% of hospitals that use predictive models tested them on their own data, and fewer evaluated the models for bias.

Large language models like ChatGPTs, which create language and text, and diffusion models, which make images and video, are frequent generative models. Generative AI can play a crucial role in threat analysis, simulating battlefield scenarios, and augmenting intelligence by processing vast amounts of data to identify patterns and predict outcomes. AI-powered autonomous systems like drones and vehicles adapt dynamically to missions, while cybersecurity applications detect vulnerabilities and generate countermeasures in real-time.

Customer Support

Select tools with reliable support teams and comprehensive documentation so you can address problems swiftly. I reviewed the pricing structure, transparency, and the availability of free trials or tiers. A clear pricing model helps you assess whether the tool offers good value while free trials and tiers allow for a risk-free test run. When evaluating generative AI tools, consider those with transparent pricing and free access options so you can experience their capabilities firsthand before committing. Meta AI’s latest generative model, Llama 3.3, has notable upgrades over previous versions. This GenAI tool has deeper understanding and NLP generation for a variety of tasks and applications.

AI is changing college for good. Higher ed leaders have these concerns, NC survey says – Raleigh News & Observer

AI is changing college for good. Higher ed leaders have these concerns, NC survey says.

Posted: Thu, 23 Jan 2025 10:15:00 GMT [source]

For Gen Z students, who may be comfortable with technology but lack experience in professional settings, this exposure has proved to be invaluable. As well as learning about the technical aspects of AI, students also explore the importance of transparency, data security and accountability. By discussing these issues in the classroom, I hope to instil a professional standard that students will carry with them into their careers. While AI can undoubtedly enhance productivity, it also introduces various risks, like the misuse of code, unexpected security vulnerabilities or even intellectual property issues. One of the most effective ways to prepare students for the realities of software engineering is to bring industry insights directly into the classroom. As businesses embrace generative AI, they must view the technology as a complement to human creativity, not a replacement.

Cohere Generate

Upload your sources — like research papers, education standards, lecture notes and course readings. Then, NotebookLM can answer questions and generate summaries, lesson plans, study guides, discussion questions and quizzes — all with in-line citations to ensure accuracy. Plus, learn on the go with Audio Overviews, which turns documents, slides, charts and more into engaging and interactive audio discussions led by two AI hosts to get you up to speed on any topic. Google has announced the integration of its Generative AI (GenAI) tools into Google Workspace Business and Enterprise plans. These updates aim to streamline workflows, enhance productivity, and simplify pricing without additional add-ons.

Runway creates AI-generated images, animations and 3D models using relative motion analysis to generate realistic motion graphics. Its underlying model — trained on both images and videos — powers both its text-to-video and image-to-video capabilities, offering precise control over style, structure and camera movement. Used in movies likeEverything Everywhere All At Once, as well as music videos for artists like A$AP Rocky and Kanye West, Runway is designed for professionals in filmmaking, post-production, advertising, editing and visual effects. As participants on a 2023 Deloitte panel observed, actors in government and public service sectors are increasingly using generative AI to build connections among people, systems and different government agencies. Use cases include content generation, proposal writing, planning, detection and data visualization. For example, the GenAI-powered tool BlueDot alerts public bodies to outbreaks or potential threats from new or known pathogens, such as influenza and dengue.

For talent coaches, the engine customizes employee career paths based on stored data, tracks their optimal career trajectory and matches staff to appropriate learning programs. GenAI tools make reports more comprehensive for all stakeholders, and users can query the bots for clarification when needed. Through tools such as ChatGPT and MidJourney, GenAI enables users to create spectacular images, new content and professional-quality videos for free. It has also revolutionized art; for instance, beatboxer Harry Yeff (aka Reeps One) synchronized his voice with AI to generate a new form of percussive sound.

Harvey is fine-tuned on vast amounts of legal data, specifically designed to analyze complex scenarios, with some lawyers reporting that they value it for its accuracy and depth. According to the 2023 “International Legal Generative AI Survey” by LexisNexis, nearly half of all lawyers surveyed said they believe generative AI will transform their business, with a staggering 92% anticipating at least some impact. Fashion designers utilize GenAI’s huge troves of historical and current fashion data to generate unique and avant-garde designs. In the same way, they can use smart prompts to help them optimize production processes, reduce waste, make smarter sourcing and sustainability decisions and anticipate trends. For dressmakers or tailors, clothes can be personalized by analyzing individual preferences, body measurements and style choices, while customers can use AI to virtually visualize how garments will look on them before deciding whether to purchase.

Notified’s world-class, award-winning solutions and unparalleled customer service are relied upon by more than 9,000 global customers, from growing businesses and public companies to some of the world’s most recognizable brands. I submit that lawyers who make this mistake simply do not understand how generative AI functions and what is required to use it properly and safely. Lawyers must understand that, as a fundamental feature of its creative side, generative AI can produce output that appears realistic but is misleading or made up by the AI itself. If generative AI was used in a legal pleading or brief or an expert’s declaration or testimony, included citations and supported assertions may be entirely made up or be a real source but one that does not contain the purported language cited. We’re beginning to see the first signs of convergence between generative and agentic capabilities in mainstream AI tools. OpenAI’s recent introduction of scheduled tasks in ChatGPT represents an early step in this direction.

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• Samsung’s Drawing Assist app is more than just an AI tool—it’s a creative companion designed to unlock new possibilities for users.
• “It’s a significant addition because it streamlines the development of chat and agent-based applications, enabling even non-technical users to build production-grade RAG solutions [and reduces] time to value.”
• And in September 2023, the e-tailer released what it termed a “magical” seller listing solution that uses AI to analyze, research and extrapolate details about listings from a small amount of seller-provided data, including images.

For example, in wealth management, GenAI helps banks like Wells Fargo suggest optimal investment strategies and create customized portfolios based on individual risk appetites. As customers ourselves, most people reading this will probably have experienced the frustration of dealing with traditional automated customer service systems. Still, as gen AI becomes a commonplace tool in technology shops, Berent-Spillson advises caution. “While AI can dramatically compress cycle time, it will also amplify any existing process constraints. Think of it like adding a supercharger to your car — if your chassis isn’t solid, you’re just going to get to the problem faster.” As part of this trend, “we are witnessing developers shift from writing code to orchestrating AI agents,” said Jithin Bhasker, general manager and vice president at ServiceNow.

The key will be ensuring that we develop and deploy these technologies thoughtfully, with clear frameworks for accountability and control. As agentic AI systems become more sophisticated, we’re likely to see a fundamental shift in how we interact with artificial intelligence. This evolution could lead to unprecedented levels of human-machine synergy, where AI becomes less of a tool and more of a partner in problem-solving and innovation. The movement toward more agentic capabilities may be accelerating, with recent reports suggesting various AI labs are exploring ambitious new directions.

Former Space Force CTIO joins advisory board for artificial intelligence startup Seekr

Not only can it generate code, but it can also convert natural language into code (and vice versa), test code and fix bugs. The tool can also learn from users’ individual coding patterns and styles, enabling more accurate and personalized suggestions over time. Available both online via the cloud and offline with a local AI mode, Tabnine was trained exclusively on open-source data, ensuring that the code it generates is not copyrighted and can be freely used by other developers. Microsoft Copilot is an AI assistant that can operate in Edge and Windows and as part of the Microsoft 365 suite. As a web browser tool, Copilot accesses Bing’s database to address user queries and improve the search experience. As a tool in Microsoft 365, Copilot can connect with an organization’s data, allowing it to retrieve relevant company data, automate business processes and generate summaries of meetings, among other capabilities.

“As GenAI matures and becomes ever more sophisticated, transformational or game-changing use cases will emerge,” he said. The key distinction between generative and agentic AI lies in their approach to tasks and decision-making. Generative AI, which powers popular tools like ChatGPT, Google Gemini and Claude, works like an incredibly sophisticated pattern-matching and completion system.

Quick Reference Checklist: Verifying AI-Generated Legal Content

And in September 2023, the e-tailer released what it termed a “magical” seller listing solution that uses AI to analyze, research and extrapolate details about listings from a small amount of seller-provided data, including images. Combining ChatGPT’s vision capabilities with advanced reasoning through reinforcement learning, CUA is trained to interact with graphical user interfaces (GUIs)—the buttons, menus, and text fields that control activity on a digital screen. Agentic AI goes a step beyond generative AI by analyzing massive amounts of data in near-real-time and then automatically taking action based on the results. Leveraging this capability, Operator can be asked to handle a variety of repetitive browser tasks such as filling out forms, ordering groceries, and even creating meme. Integrating GEO into your digital strategy isn’t just about keeping pace with technological advancements; it’s about maintaining control over your brand narrative and building connections with consumers in an era of diminishing trust.

Synthesia’s monthly plans are priced at $29 per month, which gives access for one editor and three guests. Grammarly has an intuitive and clean interface with a real-time editor that underlines errors and highlights them with color-coded indicators to help you easily identify and correct issues. It features a sidebar with suggestions, informative explanations, and insights into grammar, clarity, and tone. Its generative AI assistant can rephrase sentences, set your voice, and offer suggestions tailored to your intent.

Ironically, gen AI-related job postings are below expectations in industries that seem natural candidates for gen AI, including the insurance, logistic support, and medical information sectors. Sectors exceeding expectations include architecture, arts and entertainment, and industrial engineering. But I also have two specific and objective answers about why I pay for Midjourney. First, because image generation is so subjective, it’s nice to have a variety of tools when seeking a representation of what you have in your head.

This GenAI tool provides writing assistance, summarization, data analysis, and visual creation. It can help you write email drafts and suggest ideas for overcoming creative blocks, summarize content from Google Docs, make tables and formulas on Google Sheets, and generate visuals for Google Slides presentations. Being multimodal, Gemini can operate across and combine different types of information, including text, code, audio, image, and video. Claude AI, developed by Anthropic, is a GenAI tool with a large context window that lets it interpret extensive messages. It can process up to 200,000 words at once, allowing it to have extended conversations while maintaining context. You can use the tool to summarize long and complex files—like technical documentations and books—to get quick insights.

And it hopes to be able to better spot deepfaked voices, to identify songs that are posing as being by other artists. Get the latest updates and insights on AI in education to keep you and your students current. Stay up-to-date with the latest edtech tools, trends, and best practices for classroom, school and district success. On average, about 25 percent of children in the early grades struggle with reading. These students are often reluctant readers because they find the process complicated, and they lack confidence in their abilities. Let him know how AI chatbots are changing the way you assess online learning at  Dr. Steve Baule is a faculty member at Winona State University (WSU), where he teaches in the Leadership Education Department.

Questions about decision-making transparency, ethical boundaries, and appropriate levels of autonomy need careful consideration. How do we ensure these systems remain aligned with human values and interests while maintaining their ability to operate independently? How do we balance the benefits of increased automation with the need for human oversight and control?

This blog post explains how and why Parfait was created, the repositories, and real-world Parfait use cases. Unlike traditional search engines that rely on keyword searches, GenAI enables researchers to analyze large data sets at scale, quickly identify relevant precedents and summarize key points. In fact, GenAI saves researchers and lawyers time by generating abstracts and analyzing decisions and cases from the vast pool of legal texts it’s trained on. Legal professionals across corporations, law courts and governments use AI-powered tools, such as Spellbook and Juro, to process large data sets, summarize legal briefs and documents, prepare tax returns, draft contracts and personalize correspondence. Tax attorneys told Thomson Reuters they use GenAI for accounting, bookkeeping and tax research.

The technology optimizes food supply chains by plotting and analyzing variables such as transportation costs, spoilage rates and market demand, ensuring fresh produce reaches consumers faster and at reduced costs. When it comes to sustainable farming practices, GenAI uses its massive database to simulate historic and current farming practices, predicting long-term environmental impacts. For example, Boston-based food tech firm Motif FoodWorks uses generative AI to design and test its plant-based foods, considering factors such as regional taste preferences, dietary requirements and even seasonal availability of ingredients. Generative AI improves farming and food production through its ability to customize crop breeds.

GenAI accelerates time to insight for operators, technicians, process engineers and plant managers. For example, at Koch Industries, facility operators use C3 Generative AI to query the system in natural language for comprehensive reports on internal and external operations. Process engineers assess performance and risk across assets, generating detailed insights on critical issues and full traceability to the source. According to Steve Lombardo, former communications and marketing officer at Koch, generative AI has helped the multi-industry company solve previously unsolvable problems at scale. But this is changing, thanks to today’s powerful large language models and natural language chatbots.

You get more pictures in a given time period with the Plus version, but otherwise there’s no real difference between the free and the Plus version. At Unpacked 2025, Samsung unveiled an array of AI-powered technologies integrated with One UI, including the innovative Drawing Assist app. This app, exclusive to the Galaxy S25 series, leverages advanced generative AI to turn your ideas and sketches into stunning visuals, enhancing creativity and productivity.

Along with fully automated customer assistance, its AI Copilot features are designed to augment human contact center workers, providing them with real-time AI assistance during their customer interactions. Canva, another visual communication tool, uses ChatGPT to ease the process of creating and modifying slides, images, videos, presentations, and social media posts. This increases productivity for any user, with the added benefit of decreasing frustration for inexperienced users. Generative AI is redefining educator professional development by offering tools and strategies to create smarter, more impactful, and targeted learning opportunities. From personalized PD plans to AI-supported assessment and feedback mechanisms, these innovations streamline processes save educators valuable time and provide actionable insights to support growth.

Since SEO measurement has had more time to grow, it is easier to measure metrics that actually matter to businesses, like leads, revenue, traffic and SERP controllability. As GEO evolves, we will be looking to measure the same metrics, but it will take a while for the platforms and tools to get to the same level of granularity that we have today with SEO. Generative engine optimization is the process of building content that influences generative AI search results for users. PC development has skyrocketed, more studios are prioritizing game accessibility, unionization support holds steady, and Hollywood continues to see the value in adapting games for the big (and small) screen. Grammarly, a revolutionary AI-powered writing tool, has brought precision and expertise to digital communication.