AI technologies
Forward-looking enterprises have to be aware of emerging artificial intelligence technologies. Get the latest on AI technologies such as NLP, bots, machine learning, deep learning and open source AI tools.
Top Stories
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Feature
22 Apr 2026
8 trends powering machine learning's dynamic new roles
Machine learning is evolving rapidly, driving trends like smaller models, edge computing, generative AI convergence, governance and ML health monitoring. Continue Reading
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Feature
22 Apr 2026
Q&A: MIT's top 10 AI trends to watch this year
MIT Technology Review's Amy Nordrum and Niall Firth unpack what trends to watch in AI, from LLMs+ and the China-spurred open source AI boom to weaponized deepfakes and AI malaise. Continue Reading
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Feature
22 Apr 2026
Q&A: MIT's top 10 AI trends to watch this year
MIT Technology Review's Amy Nordrum and Niall Firth unpack what trends to watch in AI, from LLMs+ and the China-spurred open source AI boom to weaponized deepfakes and AI malaise. Continue Reading
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Feature
22 Apr 2026
Democratizing AI in business: The good, bad and ugly
AI democratization planned and introduced correctly can profoundly increase AI's business value -- but inadequate AI tools and poor workforce training can bring it all down. Continue Reading
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Tip
22 Apr 2026
What seeing AI as normal technology means for IT leaders
Viewing AI as a "normal" technology enables IT leaders to apply proven governance, integration and risk strategies. It removes the hype to drive real business outcomes. Continue Reading
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News
22 Apr 2026
Google unveils data cloud purpose built for agentic AI
Features including a Knowledge Catalog and cross-cloud lakehouse are aimed at enabling customers to deploy multi-agent systems and could be a competitive edge for the tech giant. Continue Reading
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News
21 Apr 2026
Snowflake updates further goal of being control pane for AI
Agentic capabilities that execute workloads based on natural language prompts and access to new data sources facilitate the vendor's ambition to become a hub for agentic systems. Continue Reading
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Tip
21 Apr 2026
How to use AI agents for infrastructure management
AI agents enable businesses to automate a variety of tasks, including infrastructure development. However, left unchecked, they can wreak havoc at the infrastructure layer. Continue Reading
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Feature
20 Apr 2026
Business vs. provider: AI software restrictions to know
How much control do businesses have over the use of AI platforms they buy? Vendor acceptable use contracts and policies can determine an AI deployment's success or failure. Continue Reading
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News
20 Apr 2026
Redis unveils Feature Form to improve AI, ML workloads
Unified batch and streaming pipelines and multi-tenant capabilities that allow teams to isolate work in shared database instances highlight new ML management environment. Continue Reading
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Opinion
17 Apr 2026
Canva is showing us a glimpse of knowledge work's future
With Canva AI 2.0, the company appears to be evolving from a design tool into a full-fledged, AI‑powered productivity platform that could reshape knowledge work. Continue Reading
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Tip
17 Apr 2026
Citizen developers are redefining enterprise AI development
Generative AI is enabling nontechnical business users to build enterprise software, accelerating innovation while creating new risks around governance, security and control. Continue Reading
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Feature
17 Apr 2026
Data quality, fast failures and quick wins key to AI success
Despite many organizations struggling to realize value from their development initiatives, best practices can help, according to industry experts at Domo's annual user conference. Continue Reading
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Tip
17 Apr 2026
Infrastructure requirements for physical AI systems
Physical AI systems are becoming a priority for companies because of their strategic and operational advantages. But businesses must contend with their infrastructure needs. Continue Reading
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Feature
16 Apr 2026
GenAI in accounting: Chat BDO's ride from pilot to production
Accounting and advisory firm BDO built and deployed a proprietary AI platform so its tax and audit pros could automate routine tasks and significantly increase client-facing time. Continue Reading
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Tip
16 Apr 2026
Exploring the context layer for AI systems
To meet the needs of AI's increasing agency, context layers capture the missing reasoning, business rules and decision rationale that power truly aligned, autonomous AI systems. Continue Reading
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Guest Post
15 Apr 2026
AI agents are only as smart as the data that feeds them
Using business semantics is key to making AI agents deliver accurate insights. Aligning an organization's data with its business logic ensures trust and smarter decisions. Continue Reading
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Tip
14 Apr 2026
How to enable Copilot in Microsoft 365: A step-by-step guide
Copilot for Microsoft 365 offers AI-powered functionality to users, but there's more to consider before installing it. Data governance and licensing determine the setup process. Continue Reading
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Tip
14 Apr 2026
AI capacity planning: Balancing flexibility, performance and risk
AI is transforming capacity planning, introducing unpredictable demand patterns. IT leaders must adopt new models to optimize resources and manage operational risks effectively. Continue Reading
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News
14 Apr 2026
Latest Qlik tools target helping users achieve AI goals
New analytics, data engineering and governance capabilities are aimed at enabling customers to successfully build and deploy agents and other advanced applications. Continue Reading
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News
14 Apr 2026
Starburst intros AI assistant to boost analysis, exploration
Built with capabilities that enable it to reason, act and observe, AIDA improves on text-to-SQL translation tools to provide contextually aware query responses. Continue Reading
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Guest Post
13 Apr 2026
Beyond the chatbot: Engineering the agentic enterprise
Agentic AI is taking over where chatbots leave off. These systems let enterprises automate workflows, driving operational change and doing real work. Continue Reading
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Tip
13 Apr 2026
AI agents' role in IT infrastructure is expanding
AI agents are moving from passive monitoring to active operators, handling incidents, optimizing infrastructure and forcing teams to redesign platforms for autonomous workflows. Continue Reading
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Feature
10 Apr 2026
GenAI data center infrastructure reshapes business processes
Building and retrofitting data centers to support GenAI is not a matter of IF but WHEN, so the game plan must include power needs, grid connectivity, model training and permitting. Continue Reading
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Opinion
10 Apr 2026
RSAC 2026: End-user AI agents are here, but invisible
Agentic AI dominated RSAC 2026 as vendors grappled with invisible AI usage, shadow tools, unsecured end‑user agents and a renewed focus on the endpoint. Continue Reading
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News
08 Apr 2026
Snowflake broadens open-source embrace, ups Iceberg support
To make data more interoperable across systems and usable for AI, the vendor is participating in projects that address data quality, integration, governance and discovery. Continue Reading
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Opinion
07 Apr 2026
RSAC 2026 recap: AI security and network security trends
RSAC 2026 spotlighted AI security as a key theme. Explore insights on securing AI agents, enterprise browsers, sovereignty and platformization trends. Continue Reading
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Feature
07 Apr 2026
GenAI in product manufacturing cuts costs but adds risks
In product design and manufacturing, GenAI systems are consolidating supplier data, improving processes and cutting significant software costs -- yet they raise unique concerns. Continue Reading
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News
06 Apr 2026
The ethical implications of Anthropic's feud with the Pentagon
The Anthropic-Pentagon feud highlights a broader shift in AI governance, where ethical constraints, vendor policies and legal frameworks are redefining control and accountability. Continue Reading
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Tip
02 Apr 2026
Managing drift in AI models and data
The training data and algorithms used to build AI models have a shelf life. Detecting and correcting model drift ensures that these systems stay accurate, relevant and useful. Continue Reading
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Feature
02 Apr 2026
Overcome roadblocks to GenAI adoption and unlock ROI
GenAI deployments can fall prey to unrealistic goals, misguided pilots, job loss fears, hidden costs and lack of trust. Governance and workforce readiness are keys to success. Continue Reading
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Feature
01 Apr 2026
Domo drives customer excitement with latest AI capabilities
New features including an MCP server keep the vendor current with industry trends and have users imagining what's possible with agentic AI. Continue Reading
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News
31 Mar 2026
Redpanda launches streaming engine optimized for AI
By integrating workload types, the vendor is simplifying data streams for AI while also differentiating itself from its closest competitors. Continue Reading
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Tip
31 Mar 2026
History of generative AI innovations spans 9 decades
Rapid GenAI advances are reshaping industries, sparking legal battles and driving embodied AI innovations, paving the way for transformative business processes and tools. Continue Reading
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Tip
31 Mar 2026
LLM build vs. buy: A decision framework for LLM adoption
When deciding whether to build or buy a large language model, businesses must consider costs, customization, governance, risk and readiness to determine the best AI approach. Continue Reading
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Tip
30 Mar 2026
7 best practices to avoid AI vendor lock-in
While lock-in is sometimes unavoidable, it's the very definition of risk. Businesses can use these best practices to mitigate lock-in risk with AI vendors. Continue Reading
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Guest Post
27 Mar 2026
Time to rethink cloud architecture for enterprise AI
Enterprise AI systems demand cloud architectures that emphasize persistent state, governance and adaptive infrastructure to ensure long-term reliability. Continue Reading
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Feature
27 Mar 2026
As AI advances, Domo is evolving to meet customer needs
Once viewed as an analytics specialist, the vendor's product development plans are now focused on helping users build agents and other applications that can be trusted and deployed. Continue Reading
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Feature
26 Mar 2026
Businesses face complex cost-cutting options with GenAI
Some GenAI cost saving candidates might disappoint. The best approach to cost reductions vary according to the business function and an enterprise's strategic business priorities. Continue Reading
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News
26 Mar 2026
Domo adds new governance tools to improve data access
With AI applications taking on more business workflows, new capabilities are aimed at enabling system administrators to ensure the appropriate use of data. Continue Reading
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Guest Post
25 Mar 2026
Why enterprise AI needs diagnostic intelligence
Enterprise AI detects anomalies but can't always explain why they happen. Next up for these systems is a focus on diagnosis to enhance trust, compliance and safety. Continue Reading
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News
25 Mar 2026
Domo doubles down on AI with latest platform additions
New features such as an AI Library, a framework for building agents and an MCP server are all aimed at better enabling customers to operationalize their AI initiatives. Continue Reading
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Tip
25 Mar 2026
6 types of AI content moderation and how they work
AI is reshaping content moderation across text, images, audio and video. Learn six moderation methods and why human review still matters. Continue Reading
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Feature
24 Mar 2026
GenAI is ready for more autonomy, but supply chains are not
Disruptions, vulnerabilities, late deliveries and customer interactions are among the supply chain concerns that GenAI could address autonomously -- if businesses can trust it. Continue Reading
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Feature
24 Mar 2026
8 AI use cases in manufacturing
Manufacturers are moving from AI experimentation to practical use cases that improve productivity, product quality, maintenance and supply chain decision-making. Continue Reading
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Feature
24 Mar 2026
GenAI's role in a return trek to the moon and beyond
NASA's use of GenAI models in the Artemis space program and communication with Mars rovers provides valuable business lessons in governance and keeping humans in the loop. Continue Reading
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Tip
24 Mar 2026
How to preprocess different types of data for AI workloads
Data preparation for AI differs by data type. However, common themes include improving data quality, ensuring consistency, reducing computing demands and enhancing model performance. Continue Reading
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News
24 Mar 2026
U.S. federal AI framework deemed aspirational, noncommittal
The latest executive order is a step toward federal AI regulation. But it's largely noncommittal and shifts most responsibility to Congress, creating an interesting midterm dynamic. Continue Reading
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News
24 Mar 2026
Oracle AI Database update aims to ease developing agents
New vector indexing capabilities and prebuilt agents are designed to simplify building cutting-edge applications and could help differentiate the tech giant from competitors. Continue Reading
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Feature
23 Mar 2026
OpenClaw and Moltbook explained: The latest AI agent craze
OpenClaw, a viral open source AI agent, promises local control and autonomous task execution. But security, governance and hype raise serious concerns for IT leaders. Continue Reading
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News
23 Mar 2026
How simulations and digital twins are advancing robotics
Nvidia GTC 2026 showed the potential of robotics across industries. But these systems must undergo stress testing, and digital twins and simulation are the key. Continue Reading
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Feature
23 Mar 2026
Experts predict quantum utility by 2033
Quantum computing is no longer science fiction. Experts at Nvidia GTC 2026 think quantum utility is possible by 2033, but not without challenges. Continue Reading
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News
23 Mar 2026
Can tokenization free up more data for AI model training?
Research from Capital One Software and PwC suggests enterprises can tap sensitive data to train AI models while balancing predictive power and privacy. Continue Reading
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Tip
19 Mar 2026
Does your organization need an AI ethics committee?
Ethics oversight ensures high-risk AI use is accountable, responsible and compliant. Not all organizations need one; some incorporate this oversight into risk or legal teams. Continue Reading
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News
19 Mar 2026
ThoughtSpot domain-specific Spotter agents target AI success
With many enterprises struggling to successfully develop AI tools, the vendor's latest capabilities help AI applications access the context they need to be production-ready. Continue Reading
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Feature
18 Mar 2026
Smarter robots: Agentic and physical AI converge in business
The robotics industry is entering a new era where, thanks to AI, robots learn, optimize and solve the world's most complex supply chain, logistics and labor challenges in real time. Continue Reading
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News
18 Mar 2026
Snowflake intros SnowWork to automate tasks with AI
The platform, which is now in research preview, is designed to provide users with agent-powered collaboration capabilities that can automate actions and workflows. Continue Reading
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Feature
17 Mar 2026
Good governance key to reducing high AI project failure rate
Better governance of cutting-edge applications and the data that feeds them are key to overcoming development obstacles, Databricks exec Craig Wiley said in a recent interview. Continue Reading
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Tip
16 Mar 2026
How to use AI in storage management
Organizations can use AI for storage management and AIOps to learn where to make improvements in their storage infrastructure, but note the benefits and drawbacks. Continue Reading
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Feature
13 Mar 2026
Is GenAI villain and hero in data center power drama?
GenAI's infrastructure requirements drive up power demands for hyperscalers and other large data centers, but GenAI, and AI-based automation, could also help manage consumption. Continue Reading
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Feature
13 Mar 2026
C-suite shakeup: Demand for chief AI officers accelerates
GenAI's infiltration into virtually every aspect of business demands the C-suite make room for a CAIO focused on AI development, strategy, implementation, education and governance. Continue Reading
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News
12 Mar 2026
Qdrant raises $50M in funding to fuel vector database growth
With VCs cautious about investing in data management providers, the financing, which will be used for R&D and go-to-market initiatives, serves as validation of the vendor's vision. Continue Reading
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News
12 Mar 2026
GoodData's Context Management aims to make AI trustworthy
The new context layer includes semantic modeling and governance to make data consistent and discoverable for AI and could help the vendor distinguish itself from some competitors. Continue Reading
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Feature
09 Mar 2026
What CIOs can learn from Anthropic's safety pullback
Anthropic’s clash with the Pentagon shows how AI vendor safety policies can shift politically, forcing CIOs to strengthen governance and manage supplier risk. Continue Reading
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News
09 Mar 2026
Alation automates governance with latest AI-powered suite
Outcome-based governance, including the newly launched Curation Automation, turns time-consuming data management tasks over to agents and could be a differentiator for the vendor. Continue Reading
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News
09 Mar 2026
Teradata updates vector indexing suite to aid AI development
New capabilities including hybrid search and support for multi-modal embeddings are aimed at helping users access the data needed by agents and other cutting-edge applications. Continue Reading
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News
09 Mar 2026
CData targets development success with Connect AI update
The vendor's latest launch takes a three-pronged approach toward helping users move pilots into production and could be a competitive differentiator if it delivers on its promise. Continue Reading
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Feature
06 Mar 2026
GenAI streamlines enterprise knowledge management process
Business leaders sharpen insights, speed decisions and boost productivity using GenAI-powered knowledge management systems with their ability to unify and synthesize data. Continue Reading
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Opinion
04 Mar 2026
Why multimodal AI is reshaping enterprise intelligence
Multimodal AI can transform industries by combining text, images, video and audio to solve complex problems single-modality systems often can't address. Continue Reading
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News
04 Mar 2026
Insightsoftware unifies semantic layer, governance to aid AI
With many enterprises struggling to develop AI tools, the vendor's Simba Intelligence feature set is designed to feed agents and other applications trustworthy, transparent data. Continue Reading
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Feature
03 Mar 2026
How GenAI deployments are redefining everyday work routines
GenAI deployments are making dramatic strides in boosting employee productivity, strategic analysis, software development cycles and customer service -- but not without risks. Continue Reading
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Opinion
02 Mar 2026
The promise and concern around end-user AI second brains
Human-delegated AI agents and "second brains" could transform knowledge work, but only if IT can balance governance, data security and rising shadow AI risks. Continue Reading
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Guest Post
27 Feb 2026
How CIOs should architect trust in AI -- not just govern it
When designing trustworthy enterprise AI applications, platform architecture, not policy alone, is the best way to minimize long-term risk and ensure compliance and sustainability. Continue Reading
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Feature
27 Feb 2026
Is your business ready for an agentic AI team?
The race is on to implement agentic AI teams. But can your business successfully deploy and manage them before taking this next step in enterprise automation? Continue Reading
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Feature
26 Feb 2026
From security to trust: How AI is transforming the CISO's job
Modern security officers must manage AI risks, safeguard enterprise data and ensure AI systems operate securely, expanding their role beyond traditional cybersecurity. Continue Reading
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News
26 Feb 2026
Confluent adds A2A support to fuel multi-agent AI networks
Including the open protocol enables users to build an orchestrated network of collaborative agents and could help the vendor distinguish itself from its closest competitors. Continue Reading
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News
26 Feb 2026
Yellowfin boosts analytics suite with new NLQ capabilities
The vendor's latest update adds features that bring it more in line with competitors that have been faster to move beyond traditional BI to power their platforms with AI. Continue Reading
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Feature
25 Feb 2026
How businesses can close the AI engineering gap
Amid growing concerns that AI is replacing jobs in several sectors, demand for AI engineers is surging as businesses employ several methods to overcome a severe skills shortage. Continue Reading
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Feature
25 Feb 2026
LLM firewalls emerge as a new AI security layer
The race by organizations to AI-enable their operations and business workflows is exposing them to new risks that AI firewalls aim to address. Continue Reading
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Guest Post
25 Feb 2026
How agentic AI is changing work, strategy and competitiveness
AI agents are transforming work, business strategy and global competitiveness by enabling autonomous workflows, innovation and value creation in enterprises. Continue Reading
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Feature
25 Feb 2026
Battle of the bots: Best GenAI chatbots for business
Businesses are deploying multiple GenAI tools to support productivity. Success requires choosing the right tools for the right use case and keeping a close eye on the outcomes. Continue Reading
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Guest Post
24 Feb 2026
Reproducibility: Is your AI project doomed?
AI governance focuses on mitigating risks from generative AI's unpredictability. Key strategies include reproducibility, explainability and comprehensive controls. Continue Reading
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News
24 Feb 2026
Web data search specialist Nimble raises $47M to fuel growth
By raising funding when AI developers are dominating VC interest, the startup shows that there is a need for agents and other AI tools to include context from external sources. Continue Reading
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Feature
23 Feb 2026
The AI bias playbook: Mitigation strategies for CIOs
From prioritizing data management to having a governance-first mindset, the C-suite can use the AI bias mitigation strategies in this playbook to limit AI bias risk. Continue Reading
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Tip
23 Feb 2026
The ethics that make human-AI agent collaboration work
Skepticism and distrust are common with new technology. Executives must develop a culture of trust with AI to ensure effective human-AI agent collaboration. Continue Reading
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News
23 Feb 2026
New Databricks tool targets streaming data cost, complexity
With Zerobus Ingest, the vendor is providing a service that differentiates it from competitors by reducing the tools required to ingest real-time data to its lakehouse platform. Continue Reading
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Opinion
20 Feb 2026
Will 2026 be the year deepfakes go mainstream?
Deepfakes are now so easy to create that anyone with a browser can make one. With cheap tools and abundant data, 2026 could be the year they go from novelty to mainstream threat. Continue Reading
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Feature
19 Feb 2026
35 AI content generators to explore in 2026
Stay abreast of the growing selection of artificially generated media that businesses can use to produce text, images, music and code. Continue Reading
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Feature
18 Feb 2026
Optimize AI models to generate more bang for your buck
AI models must be fully optimized to align with business goals, provide valuable insights and produce positive ROI. Check out these proven, common sense model optimization methods. Continue Reading
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News
18 Feb 2026
ThoughtSpot boosts agentic push with Analyst Studio update
A data prep agent and caching capabilities aimed at helping users control spending help the vendor stand out from its peers as it evolves toward becoming an agentic data platform. Continue Reading
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News
18 Feb 2026
Streaming specialist Redpanda adds governance to AI suite
New Agentic Data Plane features enable users to create a governance layer for agents and could help the vendor differentiate itself from its closest competitors. Continue Reading
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News
17 Feb 2026
Graphwise aims to boost AI accuracy with GraphRAG launch
With standard RAG pipelines proving unreliable, the vendor's new feature uses knowledge graphs to add needed context to the data retrieval process that fuels AI outputs. Continue Reading
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News
17 Feb 2026
SurrealDB raises $23M, launches update to fuel agentic AI
Though funding isn't flowing as freely into data management as it once was, the startup is attracting interest by focusing on enabling customers to unify data for AI development. Continue Reading
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Feature
12 Feb 2026
AI deployments gone wrong: The fallout and lessons learned
AI's deployment landscape is littered with good intentions, crushed projects and unintended consequences due to misaligned business goals, mistrust in AI and weak management. Continue Reading
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Tip
12 Feb 2026
How business leaders can prepare for quantum-AI integration
AI completely changed the way we work, and quantum computing has the potential to upend our work completely. How can these technologies integrate to achieve further innovation? Continue Reading
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News
10 Feb 2026
Qlik launches agentic experience to fuel AI-powered analysis
The vendor's latest capabilities, including an insight-generating agent and an MCP server, show that it is evolving to keep pace with current trends in data and analytics. Continue Reading
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Feature
05 Feb 2026
How watermarking AI content benefits businesses
AI watermarking is being used to identify deepfakes, enhance transparency and build trust in AI-generated content, but reliability issues and false positives present challenges. Continue Reading
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News
05 Feb 2026
Databricks launches PostgreSQL Lakebase to aid AI developers
Resulting from the $1B acquisition of Neon, the database built for AI workloads -- including separate compute and storage -- is now integrated with the vendor's broader platform. Continue Reading
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News
03 Feb 2026
Snowflake launches new AI tools, unveils OpenAI partnership
New features such as an agent-powered code generator and automated semantic modeling simplify developing cutting-edge applications and improve the vendor's competitive standing. Continue Reading
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Opinion
02 Feb 2026
The operational reality of enterprise AI
AI models are now commodities. It's enterprise challenges like security, scalability and integration are the real barriers to successful deployment. Continue Reading
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Tip
31 Jan 2026
What to know about synthetic data as a business advantage
Synthetic data mimics real data without sensitive information. It offers cost-effective options and competitive advantages for AI training, software testing and data monetization. Continue Reading
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Tip
30 Jan 2026
10 top AI hardware and chip-making companies in 2026
Due to rapid AI hardware advancement, companies release advanced products yearly to keep up with the competition. The new competitive product on the market is the AI chip. Continue Reading