October 17, 2024
News
What Business Owners Need to Know About AI
Since the initial launch of ChatGPT, AI might be the hottest buzzword in business. We’ve seen a rapid expansion of AI tools become available, along with significant quality improvements. AI and machine learning have gone from a tool you need to go onto a special website to access to being integrated into every aspect of our daily lives. Even if our business doesn’t directly utilize AI, it can impact our industry. It’s worth investing the time now to make sure we stay on top of the latest AI trends and developments. As AI continues to develop, ensure you know the following:
- What AI tools exist in your industry space? Just because you’re not using it doesn’t mean your competitors aren’t.
- Each AI tool has aspects it does very well and things it doesn’t do so well. Understanding each solution’s strengths and weaknesses can help leverage the most from them.
- AI will change user behavior. Understanding these implications can help to stay relevant and discoverable.
- AI is expensive and energy-intensive. While it is unlikely to go away, we should be aware of its impacts and make sure we’re using it effectively. Ensuring that you have reliable and affordable utilities will become increasingly important in the coming years.
As AI technology continues to develop, where you do business will become more important.
Models, Models, Models!
Training models are everything in AI. Different models can be trained on different data sets, which can dramatically impact the quality of the results that are returned. Different models can also create different outputs.
While much of the conversation has focused on generative AI models (e.g., OpenAI’s ChatGPT, Microsoft’s Copilot, and Google Gemini.), there are other models and AI applications that will have significant impacts on how we do business.
Pack Leaders: Multimodal AI Models
Multimodal AI is a true game-changer. Instead of a simple text-in-text-out interface, multimodal models can handle many different types of information and mix and match inputs and outputs. By processing and interpreting text data, images, audio and even video, these models can better understand situational context and nuances than models that process one data type. This allows for a rapid expansion of AI capabilities.
This generative AI (genai) model most closely mimics the human brain’s ability to process multiple sensory inputs simultaneously. Therefore, it can best anticipate customer needs, enhance product design, and optimize marketing strategies, saving businesses time and resources.
Punching Above Their Weight: Small Language Models
Small language models are designed to perform specific tasks with fewer parameters. Compared to large language models (like Google Gemini), they are lightweight and resource-efficient, requiring less computational power, memory, and energy. Despite their size, they are perfect for various use cases. They can be a great solution for businesses that want to take advantage of specific AI benefits while being conscious of their energy footprint.
These models can be tailored to specific tasks, such as chatbots, sentiment analysis, and localization, which means that they are best at handling routine inquiries like analyzing customer feedback. Since they are smaller, they also yield quicker results, which can be crucial for real-time applications (e.g., answering customer questions).
To Infinity &… Quantum AI
Quantum AI focuses on utilizing quantum computing (i.e., computers that leverage the principles of quantum mechanics to process and solve complex problems more efficiently) to enhance AI systems. Quantum-enhanced algorithms and neural networks can process data faster and discover patterns that classic algorithms may not.
For businesses, this emerging technology can help to advance problem-solving, quicken analysis on large cumbersome amounts of data, and provide safe, encrypted data protection.
Efficiency Unleashed: Autonomous AI Agents
Autonomous AI-powered Agents are models designed to perform tasks independently. They can be trained to operate without constant human intervention, learn from their environment, adapt to changes, and execute tasks independently.
This type of AI technology can handle a wide range of tasks, from optimizing supply chain logistics to safeguarding complex infrastructures to marketing budget optimizations for better performance. This unlocks a level of automation we have not seen before and allows for faster, more accurate decision-making.
Privacy Please: Edge AI, Local AI and Federated Learning
Data privacy concerns continue to be at the forefront of everyone’s mind, and some solutions can help address these concerns. Edge AI, Local AI and Federated Learning take a decentralized, more privacy-focused approach to AI.
To keep privacy protected, AI models can be deployed directly on devices (e.g., smartphones, healthcare wearables/monitors) rather than relying solely on cloud-based servers. These models enable real-time processing and reduce privacy concerns since they do not transmit sensitive information to the cloud.
Workplace AI: Emerging Industry Applications
AI is transforming various industries beyond just information technology. Healthcare, finance, banking, aerospace, defense and more will all be impacted by emerging AI. By integrating artificial intelligence models, these sectors are revolutionizing and refining their processes, improving efficiency, and driving innovation.
Health & Life Sciences
AI can help lead to more accurate diagnostics. By being able to look at millions of data points instantaneously, medical AI can assist doctors in medical evaluations and diagnoses. It enhances precision and helps healthcare professionals make informed decisions.
There is no one-size-fits-all solution for healthcare. Similar problems might require different regimens for different people. AI can assist in creating personalized healthcare plans that include diet and exercise, allowing doctors to focus more time on areas that require their expertise.
Financial Services
The financial industry will also see significant impacts from AI. Client services can be improved and automized with small language models designed to handle routine requests and tasks. Quantum AI models can look at millions of pieces of information and be used in risk management to look at market trends or help guide investment strategies. By looking at normal transactions, AI can even help in fraud detection by identifying transactions that don’t fit the pattern.
Aerospace & Defense
AI can be used in aircraft design and development, assisting engineers in creating more efficient and aerodynamic models. Maintenance, Repair, and Overhaul (MRO) processes are also being streamlined with AI, enabling faster and more accurate assembly and repair tasks. Predictive maintenance is another critical area where AI analyzes sensor data to foresee maintenance needs before failures occur, enhancing safety and reducing downtime.
The Future of AI from FFX NOVA
AI is here to stay and continues to develop and evolve rapidly. In Fairfax, we’re helping companies succeed and stay ready and equipped for future developments. Domestic and international businesses continue to rely on our infrastructure. Through proximity to decision-makers and a strong and reliable power grid, you can continue to grow in Fairfax.
Connect with FFX NOVA
Ready to see how your business can continue to grow and expand in Fairfax? Get in touch with our team to learn more about our resources and the benefits of Fairfax.