Enterprise applications of AI
A large percentage of enterprises have already implemented some type of artificial intelligence software to improve their business, be it chatbots for customer service or machine learning for predictive analytics. Find information about those enterprise AI applications and many more emerging uses of AI.
Top Stories
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News
20 Mar 2025
Domo unveils agentic AI toolkit to simplify development
Agent Catalyst provides users with a four-step process for developing agentic applications, including selecting an LLM and connecting it to relevant proprietary data. Continue Reading
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News
20 Mar 2025
DBT Labs launches AI copilot to boost developer efficiency
The assistant includes features such as autogenerated documentation and testing to relieve developers and engineers of repetitive tasks and free them up for more innovative work. Continue Reading
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Feature
18 Mar 2025
Data quality in AI: 9 common issues and best practices
Building a useful, reliable AI system requires trustworthy, well-managed data. Here's how to find and fix data issues that can drag down AI projects. Continue Reading
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Tip
18 Mar 2025
Kubernetes automation: Use cases and tools to know
Kubernetes automation simplifies the configuration, deployment and management of prepackaged container components supporting business apps, but it's not recommended in all cases. Continue Reading
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Feature
17 Mar 2025
8 service desk automation examples to enhance IT support
NLP-powered chatbots, escalation algorithms, data insights, onboarding, SLA monitoring and faster response times are service desk automation examples boosting IT support. Continue Reading
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Tip
17 Mar 2025
IT automation vs. orchestration: Key differences
As complementary technologies, automation defines each repetitive task to be performed, while orchestration assembles arrays of individual tasks to accomplish complex workflows. Continue Reading
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Feature
14 Mar 2025
6 sustainability tech stack components for greener enterprises
Learn what a sustainability tech stack is, how it can support business goals and which components are most essential. Continue Reading
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Definition
13 Mar 2025
What is GenAI? Generative AI explained
Generative artificial intelligence, or GenAI, uses sophisticated algorithms to organize large, complex data sets into meaningful clusters of information in order to create new content, including text, images and audio, in response to a query or prompt. Continue Reading
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News
12 Mar 2025
Google's Gemma 3 can run on a single TPU or GPU
Google says the new models are user-friendly, tailored for edge devices and cost-effective. Continue Reading
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News
12 Mar 2025
Vast Data targets secure, speedy agentic AI development
The vendor is furthering its expansion into AI development with features such as vector search and event streaming aimed at enabling users to build and maintain agents. Continue Reading
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News
11 Mar 2025
OpenAI rides agentic wave, intros new agent-building tools
The vendor's new Responses API includes various tools such as web search, file search and computer use that developers can use to build agentic applications. Continue Reading
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Feature
11 Mar 2025
The Dr. Jekyll and Mr. Hyde of AI and DEI
AI tools can further bias and discrimination, but such tools also have the potential to support fairness and inclusivity. Which side will prevail? Continue Reading
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Podcast
11 Mar 2025
How the legal profession can benefit from AI technology
Lawyers can benefit from AI technology in many ways, but they must be careful to double-check briefs and other documents they create with generative AI. Continue Reading
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News
10 Mar 2025
New Databricks tools tackle lingering GenAI accuracy issues
Features such as centralized model governance and real-time monitoring aim to improve the accuracy of outputs so that enterprises can confidently scale beyond experimentation. Continue Reading
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Feature
10 Mar 2025
GANs vs. VAEs: What is the best generative AI approach?
The use of generative AI is taking off across industries. Two popular approaches are GANs, which are used to generate multimedia, and VAEs, used more for signal analysis. Continue Reading
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Feature
07 Mar 2025
10 real-world agentic AI examples and use cases
AI that doesn't just follow instructions but figures out how to get things done -- that's the promise of agentic AI, an emerging approach that's already changing some sectors. Continue Reading
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News
07 Mar 2025
Mistral tries to differentiate itself with new OCR API
The new tool enables the vendor to target specific use cases for its multimodal model. It also aims to help enterprises that want to self-host due to privacy concerns. Continue Reading
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Feature
07 Mar 2025
Benefits and challenges of IT automation
Adopting IT automation comes with improved process efficiency, greater scalability, lower costs and the power of AI, yet implementation, integration and maintenance issues persist. Continue Reading
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News
06 Mar 2025
Google aims to renew leadership in search with AI Mode
The cloud vendor's new AI Mode expands on AI Overviews with advanced reasoning, thinking and multimodal capabilities. Continue Reading
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News
05 Mar 2025
Solving specific problems driving enterprise adoption of AI
When weighing the benefits and risks of deploying AI at scale, whether the tools solve specific problems can accelerate deployment, Sisense CEO Ariel Katz says. Continue Reading
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Feature
05 Mar 2025
How to choose the right document management system
With numerous options to peruse, picking the right document management system requires a careful examination of its tools and features. Continue Reading
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News
04 Mar 2025
Qdrant update adds security measures for AI development
The vector database specialist's update includes features that enable secure AI development such as role-based access control and an API for managing cloud deployments. Continue Reading
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Definition
04 Mar 2025
What is Perplexity AI?
Perplexity AI is an artificial intelligence-powered web search tool that can generate answers to user queries and complete other content-generation tasks. Continue Reading
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Tip
03 Mar 2025
10 steps to develop your IT automation strategy
Setting business goals, establishing governance practices, identifying and deploying the right tools, and providing training are the foundations of a sound IT automation strategy. Continue Reading
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Feature
03 Mar 2025
CNN vs. GAN: How are they different?
Convolutional neural networks and generative adversarial networks are both deep learning models but differ in how they work and are used. Learn the ins and outs of CNNs and GANs. Continue Reading
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Tip
03 Mar 2025
Generative AI ethics: 11 biggest concerns and risks
As adoption and use cases grow, generative AI is upending business models and driving ethical issues such as misinformation, brand integrity and job displacement to the forefront. Continue Reading
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News
03 Mar 2025
Alation unveils AI agents plus SDK for agentic development
The data catalog vendor's new agents for documentation and data quality monitoring represent innovation among metadata management vendors and could force competitors to respond. Continue Reading
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Tip
28 Feb 2025
Gemini vs. ChatGPT: What's the difference?
ChatGPT took the early lead among AI-generated chatbots before Google answered with Gemini. While ChatGPT and Gemini perform similar tasks, there are differences. Continue Reading
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Feature
27 Feb 2025
Enterprise AI strategy surges in importance for IT buyers
Organizations have sharply elevated the business importance of AI and machine learning technologies, according to Informa TechTarget's survey on 2025 IT spending plans. Continue Reading
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News
26 Feb 2025
Snowflake adds OpenAI models with Microsoft integration
In a move that adds more model choices for AI developers, models including GPT-4o are now natively available in Cortex AI alongside models from Anthropic, Meta, Mistral and others. Continue Reading
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Opinion
26 Feb 2025
Small language models are taking the spotlight
An industry analyst shares his perspective on why larger models aren't always better for enterprises. Continue Reading
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News
26 Feb 2025
Google boosts AlloyDB with added vector search capabilities
New features address the accuracy and performance of the in-database vector searches that discover relevant data for feeding and training AI models and applications. Continue Reading
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Definition
25 Feb 2025
What are diffusion models?
Diffusion models are a category of generative AI that excels at creating images, audio, video and other types of data by using a two-step process: forward diffusion and reverse diffusion. Continue Reading
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Tip
25 Feb 2025
How to enhance OSINT investigations using AI
As the amount of data publicly available online continues to grow, AI-driven tools are becoming indispensable companions for intelligence gathering and analysis. Continue Reading
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Tip
25 Feb 2025
6 ways to use AI in IT disaster recovery
AI is everywhere these days, and disaster recovery is no different. IT teams can use AI to mitigate, prevent and recover from disruptions faster than traditional methods. Continue Reading
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Tip
25 Feb 2025
7 advantages of OCR for data entry
OCR tools convert physical documents, like receipts and invoices, to machine-readable text. Advantages of this technology include improved enterprise search and customer service. Continue Reading
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Tip
25 Feb 2025
CTO vs. CIO vs. CISO: Learn how these roles differ
Explore who oversees what in enterprise IT. Continue Reading
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News
25 Feb 2025
Reltio adds real-time data delivery to fuel fast decisions
The vendor's new Lightspeed Data Delivery Network can be used to feed customer recommendation engines and other applications that need data instantaneously to fuel actions. Continue Reading
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Feature
24 Feb 2025
IT process automation: 6 examples to boost efficiency
A variety of software offerings, increasingly infused with AI, can help an IT shop become more productive, from handling service requests to conducting user satisfaction surveys. Continue Reading
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News
24 Feb 2025
Couchbase integrates with Nvidia NIM to aid AI development
By joining its Capella AI Model Services environment for AI development with Nvidia's microservices suite, the database vendor aims to make building and managing AI apps easier. Continue Reading
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Definition
21 Feb 2025
What is an autoregressive model?
An autoregressive model is a category of machine learning models in which algorithms predict future data based on a series of their own past data. Continue Reading
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Feature
20 Feb 2025
6 IT automation trends to watch in 2025 and the future
Trends reshaping IT automation include the convergence of formerly distinct platforms, the role of generative AI as automation glue and the stepwise expansion of agentic AI. Continue Reading
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News
13 Feb 2025
Confluent, Databricks partner to simplify AI development
With a new integration, joint customers can more easily access real-time streaming data to develop, deploy and maintain trusted AI models and applications. Continue Reading
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Tip
13 Feb 2025
History of generative AI innovations spans 9 decades
The dominance of Nvidia chips, emerging technologies like agentic and embodied AI, and knockoffs of ChatGPT are among the latest milestones powering GenAI's business future. Continue Reading
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News
12 Feb 2025
Snowflake's new Cortex Agents enables agentic AI development
The vendor's new managed service, now in preview, provides developers with an API for combining structured and unstructured data with LLMs to create agentic applications. Continue Reading
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News
12 Feb 2025
Ataccama adds data lineage to foster trust in AI, analytics
Given that the absence of trusted data hinders AI development, the vendor's new capabilities further its effort to provide users with the tools to ensure data can be trusted. Continue Reading
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Tip
10 Feb 2025
8 ways to use AI for data backup
Evaluate eight ways your organization can implement AI to improve data backups and simplify data protection processes. Continue Reading
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Feature
07 Feb 2025
How CIOs can reduce AI's negative environmental impact
AI is a power-hungry beast -- here's how to tame it. Continue Reading
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Tip
07 Feb 2025
The advantages and disadvantages of AI in cybersecurity
To meet growing cybersecurity needs, many organizations are turning to AI. However, without the right strategies in place, AI can introduce risks alongside its benefits. Continue Reading
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News
06 Feb 2025
Super Bowl teams show analytics gaining ground in NFL
As data-driven decision-making gains ground in pro football, both the Eagles and Chiefs have gained advantages from using advanced statistical analysis. Continue Reading
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News
06 Feb 2025
Google targets enterprise adoption with low-cost AI model
The tech giant is becoming more assertive with its AI releases by introducing new experimental versions of Gemini and a low-end model. Continue Reading
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News
06 Feb 2025
Databricks' acquisition of BladeBridge boosts data migration
The data and AI vendor's latest purchase adds AI-powered ETL capabilities aimed at making it easier for new customers to transport data from competing data storage platforms. Continue Reading
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News
04 Feb 2025
MicroStrategy adds personalization to GenAI-powered bot
The longtime independent analytics vendor's latest update aims to provide users with a more tailored query and response experience to reach more contextually relevant responses. Continue Reading
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Tip
03 Feb 2025
8 generative AI challenges that businesses should consider
IT managers planning to adopt GenAI can expect to encounter some hurdles, including cost optimization, workforce effects, cybersecurity concerns and energy use. Continue Reading
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Tip
30 Jan 2025
10 top generative AI benefits for business
The advantages of using generative AI cover plenty of ground, with improving customer experience, reducing costs and automating code creation among the key drivers. Continue Reading
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Feature
30 Jan 2025
Agentic AI, data as a product among growing analytics trends
Collibra's founder and chief data citizen reveals his predictions for 2025, and underpinning all is the need for strong governance that guarantees the quality of BI and AI tools. Continue Reading
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News
29 Jan 2025
ServiceNow intros AI agent studio and orchestrator
The platform provider's new studio enables users to create agents. The orchestrator lets agents communicate with each other. The vendor is embedding the technology in its platform. Continue Reading
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Tip
29 Jan 2025
The top 6 OCR tools
OCR software can automate data entry to save employees' time and improve accuracy. Top tools includes ABBYY FineReader PDF, OpenText Core Capture and Tesseract OCR. Continue Reading
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Podcast
28 Jan 2025
Cisco generative AI strategy hinges on CX and agents
The vendor's GenAI approach aims to boost the user and consumer experience. Continue Reading
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Tip
28 Jan 2025
GAN vs. transformer models: Comparing architectures and uses
Discover the differences between generative adversarial networks and transformers, plus how the two techniques might combine in the future to provide users with better results. Continue Reading
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News
27 Jan 2025
Trusted data at the core of successful GenAI adoption
A new study finds that only a third of organizations are successfully developing GenAI tools. The problem preventing success is the quality of the underlying information. Continue Reading
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Definition
27 Jan 2025
What is GPT-3? Everything you need to know
GPT-3, or the third-generation Generative Pre-trained Transformer, is a neural network machine learning model trained using internet data to generate any type of text. Continue Reading
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Feature
23 Jan 2025
20 real-world GenAI applications across leading industries
Generative AI is predicted to add up to $16 trillion to the global economy by 2030. Learn how 20 industries, from finance and legal to healthcare and manufacturing, are using it. Continue Reading
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News
23 Jan 2025
Pinecone provides Assistant for generative AI development
The vector database specialist is expanding beyond managing data with a suite of APIs and other tools that enable users to tap into their data to create chatbots and agents. Continue Reading
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Feature
22 Jan 2025
How Microsoft uses AI for RFP management
Microsoft's proposal team implemented Responsive's GenAI tool to automate RFPs. The tool can quickly create first drafts, but it still requires human editing. Continue Reading
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Feature
21 Jan 2025
How has generative AI affected cybersecurity?
Generative AI helps security teams defend against threats, but it also lets bad actors infiltrate organizations. Learn about how each side is tapping into GenAI to gain an edge. Continue Reading
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News
21 Jan 2025
TigerGraph launches Savanna to aid AI development
The latest evolution of the graph database specialist's platform aims to meet developers' data discovery and performance requirements as they build AI applications. Continue Reading
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Definition
17 Jan 2025
What are vision language models (VLMs)?
Vision language models (VLMs) are a type of artificial intelligence (AI) model that can understand and generate text about images. Continue Reading
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Feature
17 Jan 2025
How will generative AI reshape the enterprise?
Organizations are using generative AI to reimagine processes. Discover 10 ways the technology is transforming employees' jobs and their interactions with customers. Continue Reading
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News
16 Jan 2025
Snowflake takes aim at lowering GenAI development costs
By integrating its recently developed SwiftKV capabilities with LLMs, the vendor aims to make models more efficient so that customers pay less as they develop generative AI tools. Continue Reading
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News
16 Jan 2025
Nvidia launches new NIM microservices in NeMo Guardrails
The AI hardware and software vendor introduces new constraints to make sure AI agents and models don't go off topic, leak personal data or become vulnerable to jailbreaks. Continue Reading
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News
15 Jan 2025
Trump nominates AI in HR advocate to Department of Labor
A proponent of AI's use in HR, Keith Sonderling has been nominated by President-elect Donald Trump for the No. 2 position in the Department of Labor. Continue Reading
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News
15 Jan 2025
ThoughtSpot adds data preparation with Analyst Studio launch
Long focused largely on analytics, the vendor's new data preparation environment marks a foray into data management so users can ready data for informing AI and BI tools. Continue Reading
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News
14 Jan 2025
Qlik's Upsolver acquisition ups streaming, Iceberg support
With Iceberg a popular foundation for data lakehouses and streaming data key to AI development, the vendor's latest acquisition aims to address growing AI needs for customers. Continue Reading
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Podcast
14 Jan 2025
Box content management generative AI route is model-agnostic
The cloud content management vendor looks to external GenAI providers. Continue Reading
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Feature
13 Jan 2025
How generative AI can augment human creativity in business
From personalized marketing and prototyping to business workflows and planning, generative AI can augment creativity as a new collaboration tool for humans in enterprise settings. Continue Reading
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News
10 Jan 2025
AI PC sales slow amid high costs, limited software
AI PC sales are lagging, despite an uptick in overall PC shipments. The lack of compelling use cases and high prices are hampering upgrades. Continue Reading
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Feature
10 Jan 2025
How AI is shaping the future of the travel sector
The travel industry is using AI to increase efficiency and personalize experiences, but challenges include data privacy, legacy integration and the need for a human touch. Continue Reading
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Definition
10 Jan 2025
What is a transformer model?
A transformer model is a neural network architecture that can automatically transform one type of input into another type of output. Continue Reading
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News
09 Jan 2025
Oracle Exadata update boosts performance to meet AI needs
With database workloads growing due to the demands of AI development and real-time analytics, the tech giant's latest database infrastructure update focuses on efficiency. Continue Reading
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News
09 Jan 2025
Informatica natively integrates governance suite on GCP
An expanded partnership between the data prep specialist and tech giant makes it easier for joint customers to develop AI and analytics applications using properly prepared data. Continue Reading
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Tip
08 Jan 2025
10 top talent management software systems in 2025
Learn about some of the best talent management products, the advantages and disadvantages of each system, along with important considerations for implementing the software. Continue Reading
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Definition
07 Jan 2025
What is artificial superintelligence (ASI)?
Artificial superintelligence (ASI) is a hypothetical software-based system with intellectual powers beyond those of humans across a comprehensive range of categories and fields of endeavor. Continue Reading
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Opinion
03 Jan 2025
Not-so-obvious AI predictions for 2025
Industry analyst Mark Beccue shares where he thinks AI is headed in 2025, with an eye to underexplored trends and unexpected developments in the industry. Continue Reading
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Feature
03 Jan 2025
AI regulation: What businesses need to know in 2025
The rapid evolution and adoption of AI tools has policymakers scrambling to craft effective AI regulation and laws. Law professor Michael Bennett analyzes what's afoot in 2025. Continue Reading
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Feature
03 Jan 2025
8 AI and machine learning trends to watch in 2025
AI agents, multimodal models, an emphasis on real-world results -- learn about the top AI and machine learning trends and what they mean for businesses in 2025. Continue Reading
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News
02 Jan 2025
Autonomous AI agents on the rise
The buzz around the new technology has grown in the past few months. Experts believe excitement will not wane. Applications of the technology may change. Continue Reading
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News
02 Jan 2025
New Alteryx CEO sees platform as the canvas for AI prep
Following a time of tumult that included going private, the vendor's new leader aims to spur growth by making its platform a pivotal part of the AI development process. Continue Reading
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Tip
02 Jan 2025
Top AI recruiting tools and software of 2025
AI continues to spread to every corner of recruiting and talent acquisition. Here's the latest on AI tools from GenAI to smart chatbots and agents, plus details on 13 products. Continue Reading
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Feature
02 Jan 2025
Top 5 digital transformation trends of 2025
IT leaders can expect AI to occupy the transformation driver's seat as the technology moves into production and embeds itself in enterprise workflows. Continue Reading
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Definition
30 Dec 2024
What is retrieval-augmented generation (RAG) in AI?
Retrieval-augmented generation (RAG) is an AI framework that retrieves data from external sources of knowledge to improve the quality of responses. Continue Reading
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Definition
30 Dec 2024
What are autonomous AI agents and which vendors offer them?
Autonomous artificial intelligence (AI) agents are intelligent systems that can perform tasks for a user or system without human intervention. Continue Reading
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Feature
30 Dec 2024
The future of hybrid cloud: What to expect in 2025 and beyond
For companies modernizing their business operations, hybrid cloud's embrace of AI, edge computing and integration promises unique levels of flexibility, security and control. Continue Reading
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Opinion
26 Dec 2024
Data management 2025 predictions: Bringing generative AI to enterprise data
Organizations pursuing generative AI tools in 2025 will focus on making sure their data is AI-ready. The tools must work internally before consumers might see options next year. Continue Reading
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Opinion
26 Dec 2024
What it's like to use a Dell Qualcomm AI PC for 2 months
As a longtime Mac user, the transition to any sort of Windows device would present a challenge. But the move to an AI PC presents even more growing pains and opportunities. Continue Reading
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Feature
23 Dec 2024
Surging AI development will heighten focus on data in 2025
Without proper training, models and applications will fail. As a result, enterprises will pay increased attention to the information used to train artificial intelligence tools. Continue Reading
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Feature
23 Dec 2024
6 trends that shaped data management, analytics in 2024
The transformation of data platforms into AI development platforms and the rise of agentic AI were the top developments in data management and business intelligence. Continue Reading
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Feature
23 Dec 2024
A look at expectation vs. reality of generative AI in 2024
Last year, expectations for generative AI for the coming year centered on regulation, open source and multimodality. While some predictions were accurate, others were wrong. Continue Reading
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Feature
20 Dec 2024
A simple guide to greenhouse gases: Main types and sources
If you're confused about what greenhouse gases are and why they matter, you're not alone. Learn about carbon, methane and others, and what they have to do with climate change. Continue Reading
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Feature
20 Dec 2024
The top 5 content management trends in 2025
AI technology continues to shape the content management market. It underpins top trends in 2025, like generative AI, agentic AI and predictive analytics. Continue Reading
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Feature
19 Dec 2024
Understand greenhouse gas emissions vs. carbon emissions
The terms 'greenhouse gas' and 'carbon' are often used interchangeably. Learn what the meaning of each is and how the two relate to climate change and global warming. Continue Reading
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Feature
19 Dec 2024
5 steps to design an effective AI pilot project
Getting employee feedback on new technology can help mitigate risks before deployment. Learn key steps to follow when implementing an AI pilot project. Continue Reading