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Time Business News
10-06-2025
- Business
- Time Business News
The Rise of Generative AI Development Services: A New Frontier in Innovation
In the rapidly evolving landscape of technology, few advancements have captured the imagination and attention of businesses and developers quite like generative artificial intelligence (AI). Generative AI, with its ability to create new content—be it text, images, music, or even code—based on patterns it has learned from existing data, is at the forefront of a new wave of innovation. This article explores the burgeoning field of generative AI development services, examining how these services are shaping industries, the benefits they offer, and the challenges they face. Understanding Generative AI Generative AI is a subset of artificial intelligence that focuses on creating new data samples that resemble the training data. Unlike traditional AI models that are designed to recognize patterns and make predictions, generative models can produce entirely new content. This is achieved through techniques such as Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and more recently, large language models like GPT-3 and GPT-4. These models are trained on vast datasets, learning the underlying structures and relationships within the data. Once trained, they can generate new outputs that are similar in nature but not identical to the training data. For example, a GAN trained on images of faces can generate new, never-before-seen faces that look remarkably realistic. The Role of Generative AI Development Services Generative AI development services are companies and platforms that specialize in creating, deploying, and managing generative AI models for various applications. These services cater to a wide range of industries, from entertainment and media to healthcare and finance. They offer tailored solutions to help businesses leverage the power of generative AI to enhance their products, services, and operational efficiency. Model Custom Development One of the primary services offered by generative AI development companies is the creation of custom AI models. These models are designed to meet specific business needs, whether it's generating personalized content for marketing campaigns, creating synthetic data for training other AI systems, or developing new product designs. Custom model development involves a deep understanding of the client's requirements, data, and business objectives. Integration and Deployment Developing a generative AI model is only half the battle. The other half is integrating it seamlessly into existing systems and workflows. Generative AI development services provide expertise in deploying these models on platforms various, ensuring they work efficiently and effectively. This includes cloud-based deployments, on-premise solutions, and hybrid setups. They also offer support for scaling the models to handle large volumes of data and requests. Data Management and Preprocessing High-quality data is the lifeblood of any AI model. Generative AI development services often provide comprehensive data management solutions, including data collection, preprocessing, and augmentation. They help clients ensure that their data is clean, relevant, and in the right format for training. This step is crucial for the success of generative models, as the quality of the generated content is directly tied to the quality of the training data. Continuous Improvement and Maintenance AI models are not static entities. They require continuous improvement and maintenance to stay relevant and effective. Generative AI development services offer ongoing support for model updates, retraining, and optimization. This ensures that the models adapt to new data and changing business requirements over time. They also provide monitoring tools to track the performance of the models and identify any issues that need to be addressed. Benefits of Generative AI Development Services Enhanced Creativity and Productivity Generative AI can significantly boost creativity and productivity across various domains. In the entertainment industry, it can generate storylines, scripts, and even music. In design, it can create new product concepts and visual designs. By automating repetitive tasks and providing inspiration, generative AI allows professionals to focus on higher-level creative work. Cost and Time Efficiency Developing and deploying generative AI models can be a complex and resource-intensive process. By leveraging the expertise of specialized development services, businesses can save time and reduce costs. These services have the necessary infrastructure, tools, and knowledge to build and deploy models quickly and efficiently. Competitive Advantage In a highly competitive market, businesses that can harness the power of generative AI gain a significant edge. They can offer more personalized experiences to their customers, innovate faster, and make more informed decisions. Generative AI development services enable companies to stay ahead of the curve and differentiate themselves from their competitors. Scalability and Flexibility Generative AI models can be scaled to meet the growing demands of businesses. Development services provide scalable solutions that can handle large volumes of data and requests without compromising performance. This flexibility allows businesses to adapt to changing market conditions and expand their operations as needed. Challenges and Considerations Ethical and Legal Issues The rapid growth of generative AI has raised several ethical and legal concerns. Issues such as copyright infringement, data privacy, and the potential for misuse of AI-generated content need to be carefully addressed. Generative AI development services must ensure that their models comply with relevant laws and regulations and adhere to ethical guidelines. Bias and Fairness Generative AI models can inadvertently perpetuate biases present in the training data. This can lead to unfair or discriminatory outcomes. Development services need to implement strategies to detect and mitigate biases in their models, ensuring that the generated content is fair and unbiased. Security and Trust As with any AI system, security is a critical concern. Generative AI models can be vulnerable to attacks, and the data they generate can be sensitive. Development services must prioritize security measures to protect the models and the data they handle. Building trust with users is also essential, as concerns about AI-generated content can impact adoption and acceptance. Talent and Expertise Developing and deploying generative AI models requires specialized skills and knowledge. There is a growing demand for AI experts, and businesses may struggle to find the right talent. Generative AI development services can bridge this gap by providing access to experienced professionals and resources. Conclusion Generative AI development services are at the forefront of a new era of innovation, offering businesses the tools and expertise to unlock the full potential of generative AI. From custom model development to deployment and continuous improvement, these services provide comprehensive solutions to help businesses thrive in a competitive landscape. While challenges such as ethical considerations, bias, and security need to be addressed, the benefits of enhanced creativity, productivity, and competitive advantage make generative AI a powerful force in the modern world. As technology continues to advance, generative AI development services will play a crucial role in shaping the future. By staying ahead of the curve and addressing the challenges head-on, these services will enable businesses to harness the transformative power of generative AI and drive meaningful change across industries. TIME BUSINESS NEWS
CNET
23-05-2025
- CNET
This AI Tool Creates Images That Update While You Type. How to Use It
It's easy to feel the overwhelm and oversaturation of the AI landscape. It seems like there's new updates, launches and companies leveraging themselves as the next "big thing" almost every week. And then there's me, someone simply looking for a way to work with an AI tool to generate images in a way that felt somewhat ethical and also a bit more stimulating than typing one prompt and waiting for AI to deliver me something. This is particularly what I enjoyed about Artbreeder, an AI-powered platform that creates and modifies images by blending traits from existing visuals. What is Artbreeder and how does it use AI? Created in 2018 -- and originally named Ganbreeder -- Artbreeder is a platform that uses generative adversarial networks that give you the ability to generate and adjust the image you've created. These "sliders" control attributes of an image, providing you with more contribution to the final image. Artbreeder has four pricing tiers, including a free model and one that's priced up to $31/month. These tiers also range in the amount of credits available each year and paid plans include benefits like faster rendering and downloads, privacy controls and advanced features. Artbreeder's text-to-image feature was added in late 2024, which is an example of how you can crossbreed two or more images while you describe the type of image you'd like to create. Each model within Artbreeder has been trained on a curated dataset, in hopes of creating category or text-specific images. The intended outcome is that you're co-creating the art in real time. (Which I found much more interesting when inputting information.) How to use Artbreeder to create images while you type This is how to use Artbreeder's website for text-to-image creation: Create a free account on Artbreeder. You can also upgrade if you'd like more credits. At the top of the webpage, Artbreeder has three tabs: Create, Community and Browse. Community and Browse will give you access to trending images and recent posts, while Community provides direct access to what other users are whipping up within the platform. In Create, there are various tools, including Animator, AI Director and Composer -- this is located in the upper right hand part of the screen and where you can work with text-to-image generation. You'll see a button up top labeled Description. As you begin typing, the image below will begin to appear, shifting as you edit or add words to your description. I've tried multiple AI text-to-image generators, yet never witnessed the image being created in front of me! You also can upload personal photos to customize or evolve over time using Artbreeder's tools. At the bottom of the screen are multiple buttons with other features, including reading more about Composer, enhancing your image output and downloading an image to your desktop. Once your creation feels complete, you can also share your creations with others under the Community tab. Should you use Artbreeder? Images shift and develop as you continue typing your prompt. Artbreeder / Screenshot by CNET Artbreeder is an easy-to-use AI platform that has myriad features and tools. Its editing gives you more control and flexibility over image output -- and an ability to watch the process along the way. Now, for anyone curious about Artbreeder's ethics, it's important to note that generated images are released under CC0 (Creative Commons Zero) which means that your creations are considered public domain. Also, you can only upload public domain images or images of your own -- but the training of its datasets may contain copyrighted works (Artbreeder didn't immediately respond to a request for comment on this). This goes along with the long-standing debate around infringement vs. fair use. So while its user creation licensing may make it safer for reuse than others, there's still a gray area around content boundaries and image protection. Essentially, Artbreeder is ideal for people in early creative stages, like those developing characters or looking to experiment with concepts quickly and visually. I can also see writers building fictional worlds or students learning about AI art will find it valuable. Yet, professional designers needing more precision than its output and creators concerned about training data ethics may find it too limited or risky. It's a great tool for exploration and inspiration but not always the final destination for high-level work or premium output. But it does provide you with vivid output and keeps other AI tools or ways to experiment with them readily available.
Associated Press
18-03-2025
- Business
- Associated Press
NB Tech Acquisitions Welcomes Dr. Abdul Jabbar as Senior AI & Machine Learning Specialist
Newport Beach, California--(Newsfile Corp. - March 18, 2025) - NB Tech Acquisitions ('NB Tech'), a leader in technology innovation and investment, is pleased to announce the addition of Dr. Abdul Jabbar as the company's new Senior AI & Machine Learning Specialist, further reinforcing its commitment to building an AI-first infrastructure that powers innovation across e-commerce, fintech, and emerging technologies. Dr. Jabbar brings over a decade of academic and industry expertise, with a Ph.D. in Computer Science from The University of Newcastle in Australia. His research and applied work spans advanced deep learning methodologies, including Convolutional Neural Networks (CNNs), Generative Adversarial Networks (GANs), and Deep Reinforcement Learning. He has held roles at leading global institutions such as the Allen Institute for AI (USA), Unbox Research, and L2F (Switzerland), and consulted for hedge funds and proprietary trading firms in the quantitative finance space. 'Dr. Jabbar's deep technical acumen and cross-industry experience make him an ideal fit for NB Tech's mission to build intelligent systems that drive real-world results,' said Eric Liboiron, Founder and acting CEO of NB Tech Acquisitions. 'His work will play a pivotal role in shaping the machine learning backbone of our 'Big Engine' platform.' At NB Tech, Dr. Jabbar will lead initiatives that fuse advanced AI with commercial applications, particularly within the company's expanding Ecom Fund ecosystem and its algorithmic trading strategies through the DX1 Fund. His focus will include predictive modeling, data optimization, and the development of scalable AI tools that enhance decision-making, operational efficiency, and investor outcomes. The hire marks a key milestone in NB Tech's 2025 growth strategy, underscoring its commitment to recruiting world-class talent and deploying transformative technologies that keep the company ahead of the curve. About NB Tech Acquisitions Founded in 2021 and headquartered in Newport Beach, California, NB Tech Acquisitions is a private holding company and technology incubator specializing in acquiring and scaling groundbreaking startups across sectors such as artificial intelligence, ecommerce, and cybersecurity. Through strategic investments and innovative solutions, NB Tech drives transformation and creates exceptional value for its stakeholders. Media Contact: Brooke Rhoden Vice President of Investor Relations NB Tech Acquisitions Phone: 949.229.0977 SAFE HARBOR FORWARD-LOOKING STATEMENTS In connection with the safe harbor provisions of the Private Securities Litigation Reform Act of 1995, NB Tech Acquisitions is hereby providing cautionary statements identifying important factors that could cause our actual results to differ materially from those projected in forward-looking statements (as defined in such act). Any statements that are not historical facts and that express, or involve discussions as to, expectations, beliefs, plans, objectives, assumptions or future events or performance (often, but not always, indicated through the use of words or phrases such as 'will likely result,' 'are expected to,' 'will continue,' 'is anticipated,' 'estimated,' 'intends,' 'plans,' 'believes' and 'projects') may be forward-looking and may involve estimates and uncertainties which could cause actual results to differ materially from those expressed in the forward-looking statements. These statements include, but are not limited to, our expectations concerning our ability to attract investors. We caution that the factors described herein could cause actual results to differ materially from those expressed in any forward-looking statements we make, and investors should not place undue reliance on any such forward-looking statements. Further, any forward-looking statement speaks only as of the date on which such statement is made, and we undertake no obligation to update any forward-looking statement to reflect events or circumstances after the date on which such statement is made or to reflect the occurrence of anticipated or unanticipated events or circumstances. New factors emerge from time to time, and it is not possible for us to predict all such factors. Further, we cannot assess the impact of each such factor on our results of operations or the extent to which any factor, or combination of factors, may cause actual results to differ materially from those contained in any forward-looking statements.
