AI Inference vs. Training: Key Differences and Tradeoffs AI training and inference are the foundational phases of machine learning, each with distinct objectives and resource demands. Optimizing the balance between the two is crucial for managing costs, scaling models, and ensuring peak performance. Here’s a closer look at their roles, differences, and the tradeoffs involved.
The Holiday Rush and AI’s Growing Role in Retail The holiday season is approaching quickly, with fewer days between Thanksgiving and Christmas this year than at any time since 2019. This condensed timeline makes Salesforce’s latest State of the Connected Customer report—this year titled State of the AI Connected Customer—particularly timely. The report, based on insights from over
Throughout history, disruptive technologies have been the catalyst for major social and economic revolutions. The invention of the plow and irrigation systems 12,000 years ago sparked the Agricultural Revolution, while Johannes Gutenberg’s 15th-century printing press fueled the Protestant Reformation and helped propel Europe out of the Middle Ages into the Renaissance. In the 18th century,
AI’s Impact on Future Information Ecosystems The proliferation of generative AI technology has ignited a renewed focus within the media industry on how to strategically adapt to its capabilities. Media professionals are now confronted with crucial questions: What are the most effective ways to leverage this technology for efficiency in news production and to enhance
Nurture marketing significantly increases the chances that your ideal buyers will consider your products or services when they’re ready to purchase.
Protecting Your IP from AI Training: Poisoning Your Data As more valuable intellectual property (IP) becomes accessible online, concerns over AI vendors scraping content for training models without permission are rising. If you’re worried about AI theft and want to safeguard your assets, it’s time to consider “poisoning” your content—making it difficult or even impossible
ChatGPT has also appeared in influence operations, with groups using it to generate political content for social media. OpenAI observed an Iranian-led operation, Storm-2035, using ChatGPT to publish politically charged content about U.S. elections and global conflicts. Yet, OpenAI noted that these AI-driven influence efforts often lack audience engagement.
Informed Decision-Making Through Data Visualization: Power BI vs. Tableau Today’s businesses need to make informed decisions by leveraging organized and analyzed data. Data visualization is a key method for extracting insights from this data, and Power BI and Tableau are two leading tools that often spark debate among experts. Both are highly regarded for their
Imagine a company where every decision, strategy, customer interaction, and routine task is enhanced by AI. From predictive analytics uncovering market insights to intelligent automation streamlining operations, this AI-driven enterprise represents what a successful business could look like. Does this company exist? Not yet, but the building blocks for creating it are already here. To
AI is revolutionizing the way we work, offering a wide range of tools beyond ChatGPT that can enhance efficiency, creativity, and productivity. Whether you’re working with data, code, marketing, videos, images, AI bots, or research, here are the top AI tools that can transform your workflow. Cool and New AI. Don’t get spooked. There will
Primary care in the United States urgently needs a redesign, as rural hospital closures and a shortage of providers are severely limiting access for nearly one-third of the population. While advanced technologies like virtual care have helped expand primary care access, there is still a strong preference for in-person visits. To address this, healthcare providers
In the rapidly evolving world of large language models and generative AI, a new concept is gaining momentum: AI agents. AI Agents Interview explores. AI agents are advanced tools designed to handle complex tasks that traditionally required human intervention. While they may be confused with robotic process automation (RPA) bots, AI agents are much more
The Salesforce Maps Winter ‘25 release will be available in production environments between October 29 – 31. Auto-Enablement of the new Maps experience in October To enhance your experience in Salesforce Maps on desktop, the new features currently available in all environments will be auto-enabled in the Winter ’25 release. The Enhanced User Experience setting
At the Gartner IT Symposium/Xpo 2024, industry leaders emphasized that rising energy consumption and costs are fast becoming constraints on IT capabilities. Solutions discussed include adopting acceleration technologies, exploring microgrids, and keeping an eye on emerging energy-efficient technologies. With enterprise AI applications expanding, computing demands – and the energy needed to support them – are
In the evolving world of AI, retrieval-augmented generation (RAG) systems have become standard for handling straightforward queries and generating contextually relevant responses. However, as demand grows for more sophisticated AI applications, there is a need for systems that move beyond simple retrieval tasks. Enter AI agents—autonomous entities capable of executing complex, multi-step processes, maintaining state
