Enterprise AI Strategy
Top Stories
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News
09 Oct 2026
AI coding tools run riot over SBOM controls as EU CRA looms
Shifting open source dependency liability under the EU CRA intensifies AI-related software supply chain security issues, per discussions at Open Source Summit Europe. Continue Reading
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News
09 Oct 2026
Prompt: AI agents are running into the limits of access
As agents take on more work for users, companies are deciding whether to let outside AI systems act on their platforms. Continue Reading
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Tip
09 Jan 2025
The growing role of FPGAs for accelerating AI workloads
FPGAs offer flexibility and energy efficiency, but their complexity and limitations make GPUs a better choice for some AI workloads. Learn how to know when FPGAs are the right fit. Continue Reading
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Tip
30 Dec 2024
Generative AI vs. machine learning: Key differences and use cases
Generative AI differs from simpler forms of machine learning in several ways, but both can enhance efficiency, personalize customer experiences and drive revenue growth. 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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Tip
23 Dec 2024
The different types of AI explained
Despite the rapid evolution and mind-boggling capabilities of AI tools, AI does not yet possess the general intelligence of humans, let alone ASI. Learn about four levels of AI. Continue Reading
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News
18 Dec 2024
Enterprises shift to on-premises AI to control costs
In 2025, many companies will shift to on-premises AI to cut cloud costs that can easily reach $1 million a month for large enterprises. Continue Reading
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Definition
03 Dec 2024
AI readiness: What is it, and is your business ready?
Artificial intelligence (AI) readiness encompasses all the elements, processes and steps needed to prepare an organization to implement AI systems. Continue Reading
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Definition
02 Dec 2024
What is multimodal AI? Full guide
Multimodal AI is artificial intelligence that combines multiple types, or modes, of data to create more accurate determinations, draw insightful conclusions or make more precise predictions about real-world problems. Continue Reading
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News
22 Nov 2024
Amazon invests additional $4 billion in Anthropic
The cloud provider will be the primary training partner for the generative AI vendor. The LLM maker will also train all its models on Trainium and Inferentia. Continue Reading
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Feature
21 Nov 2024
8 metrics to measure GenAI’s performance and business value
When gauging the success of generative AI initiatives, metrics should be agreed upon upfront and focus on the performance of the model and the value it delivers. Continue Reading
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Definition
21 Nov 2024
What is an AI prompt engineer?
An AI prompt engineer is an expert in creating text-based prompts or cues that can be interpreted and understood by large language models and generative AI tools. Continue Reading
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News
20 Nov 2024
Meta aims at enterprises with hire of ex-Salesforce AI exec
The social media giant has found success with its Llama family of GenAI models. The new hire shows it is targeting enterprise products. Continue Reading
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News
15 Nov 2024
AMD layoffs follow AI job trend
AMD joins other tech companies in using layoffs to make room for AI talent. Continue Reading
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News
13 Nov 2024
DataRobot aims to tackle GenAI problem with enterprise suite
The AI and machine learning vendor's new platform provides customizable applications and agents to help enterprises profit from their GenAI investment. Continue Reading
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News
01 Nov 2024
OpenAI aims at a new market with ChatGPT search
OpenAI introduces new capability in its AI Chatbot. While the vendor has gained favor and popularity with its chatbot, it has had problems maintaining the trust of users. Continue Reading
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Feature
31 Oct 2024
Survey: Enterprise generative AI adoption ramped up in 2024
Nearly a third of organizations are now using generative AI in production. But data quality, the AI skills gap and an evolving regulatory landscape continue to present hurdles. Continue Reading
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Feature
29 Oct 2024
What is enterprise AI? A complete guide for businesses
Enterprise AI tools are transforming how work is done, but companies must overcome various challenges to derive value from this powerful and rapidly evolving technology. Continue Reading
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Tip
28 Oct 2024
Reduce project expenses with AI cost optimization strategies
AI projects don't have to break the bank. From open source tools to clever cloud strategies, learn how to keep your AI initiatives efficient and cost-effective. Continue Reading
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Tip
21 Oct 2024
Is getting an AI certification worth it? Factors to consider
Some say AI certification is essential, while others worry it's a waste of time. Learn the benefits and downsides of AI certifications and how to find the right one for your needs. Continue Reading
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News
16 Oct 2024
AI vendors tackle generative AI attacks in 2024 election
Some AI vendors have tried to prevent bad actors from using their models and platforms against candidates. Others are reactive in trying to stop or disrupt misinformation. Continue Reading
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Tip
09 Oct 2024
How to effectively manage AI projects in 12 steps
AI is a high priority for companies but results often fall short of expectations. These 12 steps will help you successfully manage AI projects and deliver business value. Continue Reading
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Tip
08 Oct 2024
How small businesses can take advantage of AI
Small business owners see AI's potential for automation and transformation, yet concerns remain. This seven-step program will help AI implementations get off on the right track. Continue Reading
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Tip
08 Oct 2024
How to create a winning AI strategy for your business
To deliver real business value, AI projects must be aligned with organizational goals. Here is a 10-step program for developing an effective AI strategy, plus sample templates. Continue Reading
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Feature
03 Oct 2024
Lessons on AI-driven marketing at EmTech MIT 2024
In addition to generating personalized advertising content, marketing professionals are using large language models as new personas to shape brand perception and strategy. Continue Reading
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Definition
01 Oct 2024
What is AI (Artificial Intelligence)? Definition, Types, Examples & Use Cases
Artificial intelligence is the simulation of human intelligence processes by machines, especially computer systems. Continue Reading
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Tip
24 Sep 2024
The history of artificial intelligence: Complete AI timeline
From the Turing test's introduction to ChatGPT's celebrated launch, AI's historical milestones have forever altered the lifestyles of consumers and operations of businesses. Continue Reading
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Tip
20 Sep 2024
How to manage proprietary enterprise data in AI deployments
Explore strategies for managing sensitive data in enterprise AI deployments, from establishing clear data governance to securing tools and building a responsible AI culture. Continue Reading
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News
11 Sep 2024
Oracle launches over 50 AI Agents for business use
The new agents will automate business processes. The agents show the growth in generative AI and move the market beyond the chatbot use case into a work assistant application. Continue Reading
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Tip
06 Sep 2024
What businesses should know about OpenAI's GPT-4o model
Enterprise use cases are driving the need for faster AI response times, better data handling and cost optimization. OpenAI attempts to meet that need with GPT-4o. Continue Reading
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Tip
06 Sep 2024
How can AI drive revenue? Here are 10 approaches
Artificial intelligence has captured the imagination of many a boardroom. Now, the emphasis has shifted to capturing revenue through AI-driven use cases. Continue Reading
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Definition
26 Aug 2024
What is natural language generation (NLG)?
Natural language generation (NLG) is the use of artificial intelligence (AI) programming to produce written or spoken narratives from a data set. Continue Reading
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Opinion
23 Aug 2024
Will AI replace technical writers? One user's experience
As with many jobs, how AI advancements will affect the future of technical writing is up for debate. Hear from one expert on why AI is here to stay -- but so are technical writers. Continue Reading
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Tip
22 Aug 2024
How do big data and AI work together?
Enterprises are leaning on big data to train AI algorithms and, in turn, are using AI to understand big data. The results are pushing business operations forward. Continue Reading
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Feature
20 Aug 2024
How businesses are using AI in the construction industry
As businesses in the construction industry integrate AI and machine learning into their processes, the sector's approach to design, safety and project management is changing. Continue Reading
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Tip
15 Aug 2024
Simplify enterprise AI integration with a centralized AI hub
For enterprises looking to scale their AI projects, centralized AI hubs and governance can simplify integration, streamline operations and ensure consistency. Continue Reading
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Tip
06 Aug 2024
15 top applications of artificial intelligence in business
The use of AI in business applications and operations is expanding. Learn about where enterprises are applying AI and the benefits AI applications are driving. Continue Reading
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News
01 Aug 2024
Enterprises struggle to find business value with GenAI
Enterprises chase an impractical immediate payback from GenAI and miss opportunities to use less expensive machine learning to solve problems, experts say. Continue Reading
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Tip
22 Jul 2024
How to build the business case for AI initiatives
Building a compelling business case for AI requires attention to business pain points, financial and risk considerations, and collaboration with the CFO. Continue Reading
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News
19 Jul 2024
Enterprises chasing AI confront a harsh reality
Recent reports from KPMG, McKinsey & Co. and Goldman Sachs indicate that generative AI is immature and carries a high price tag, with no clear path to ROI. Continue Reading
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Tip
18 Jul 2024
Best practices for integrating AI and ESG strategies
Integrating environmental, social and governance goals into AI models can help organizations achieve more ethical, responsible and sustainable business outcomes. Continue Reading
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News
17 Jul 2024
Anthropic catches up with Claude LLM for Android
The AI vendor introduced the new app soon after releasing the iOS version. It's free for Team and Pro users. It includes vision, multi-platform support and multilingual processing. Continue Reading
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Tip
11 Jul 2024
Is your business ready for the EU AI Act?
The EU AI Act provides businesses with a rubric for AI compliance. Businesses must understand the landmark act to align their practices with upcoming AI regulations. Continue Reading
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Definition
01 Jul 2024
large language model operations (LLMOps)
Large language model operations (LLMOps) is a methodology for managing, deploying, monitoring and maintaining LLMs in production environments. Continue Reading
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Podcast
01 Jul 2024
Walmart uses GenAI for payroll, employee digital experience
The retail powerhouse is providing its associates with generative AI tools to use to automate parts of their job. The company is also using the technology to spot payroll problems. Continue Reading
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Guest Post
28 Jun 2024
What companies are getting wrong about AI
Incorporating AI successfully means reimagining the organization. Learn how a phased approach can combat structural challenges and foster cross-team collaboration and innovation. Continue Reading
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Feature
27 Jun 2024
Will AI replace cybersecurity jobs?
Although AI can enhance cybersecurity practices like threat detection and vulnerability management, the technology's limitations ensure a continued need for human security pros. Continue Reading
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Feature
25 Jun 2024
How AI is changing the real estate market
AI tools and systems are becoming an asset for many real estate endeavors. Explore seven top use cases for AI in the real estate industry and challenges to adoption. Continue Reading
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News
24 Jun 2024
Rockset acquisition strengthens OpenAI's enterprise play
The GenAI pioneer went outside the AI realm for its second acquisition, looking to the smaller database analytics vendor for its real-time search and vector capabilities. Continue Reading
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Feature
14 Jun 2024
LinkedIn unveils AI updates for business users, job seekers
New features for job applicants, recruiters and businesses include personalized writing suggestions, more advanced search capabilities and AI conversations within LinkedIn Learning. Continue Reading
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News
04 Jun 2024
Vendors struggle to prevent GenAI use in child sexual abuse
Major large language model and image generation system vendors agree to work on limiting the ability of GenAI technology to create and spread child sexual abuse material. Continue Reading
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Tip
04 Jun 2024
Compare 6 top MLOps platforms
Choosing the right MLOps platform means considering features, pricing and ease of integration into your current machine learning environment. Evaluate six leading options. Continue Reading
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Definition
09 May 2024
robot economy
The robot economy is a scenario in which most of the labor required to sustain human life is automated. Continue Reading
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Tip
01 May 2024
How to train an LLM on your own data
Retraining or fine-tuning an LLM on organization-specific data offers many benefits. Learn how to start enhancing your LLM's performance for specialized business use cases. Continue Reading
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Tip
23 Apr 2024
How to measure the ROI of enterprise AI initiatives
Interest in AI tools and systems has skyrocketed across industries. To ensure their endeavors are worthwhile, businesses are increasingly emphasizing return on investment. Continue Reading
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Tip
19 Apr 2024
Compare proprietary vs. open source for enterprise AI
Unsure whether to choose proprietary or open source AI for your enterprise deployment? Compare the pros and cons of both software models, including how each can benefit businesses. Continue Reading
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News
19 Apr 2024
Businesses confront reality of generative AI in finance
As large language models move from pilot projects to full-scale deployment in finance, the industry is facing a mixture of compliance and technological challenges in 2024. Continue Reading
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News
17 Apr 2024
Looking closer at Microsoft's investment in UAE AI vendor G42
The tech giant will own a minor stake, and G42's LLM will be on Azure. The move helps the cloud provider expand globally and helps the U.S. court the UAE away from China. Continue Reading
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Tip
04 Apr 2024
How to build an enterprise generative AI tech stack
Generative AI tech stacks consist of key components like LLMs, vector databases and fine-tuning tools. The right tech stack can help enterprises maximize their generative AI ROI. Continue Reading
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News
04 Apr 2024
Dissecting the musicians' open letter to AI vendors
The letter attempts to play on public sympathy and move AI technology vendors to take some action toward fairness. It also brings up the question of data ownership. Continue Reading
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News
26 Mar 2024
Writer Inc.'s new AI tool generates voice of marketers' content
As generative AI technology grows in marketing, personalized tools such as these help brands define their style. It makes sure what's generated is on brand with a company's message. Continue Reading
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Feature
19 Mar 2024
Deriving value from generative AI with the right use case
The technology will be valuable to tech vendors. For users, a return on investment will depend on the applications as well as whether enterprises choose to build or buy their models. Continue Reading
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Tip
18 Mar 2024
Compare enterprise generative AI deployment options
To pick the best generative AI deployment model for your organization, examine how cloud and on-premises approaches fit into your security, cost, infrastructure and network needs. Continue Reading
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News
13 Mar 2024
Dataiku intros GenAI cost monitoring tool: LLM Cost Guard
The tool lets customers be provider-agnostic and can integrate with models from providers like OpenAI, AWS and Anthropic. It watches for overruns and differentiates between costs. Continue Reading
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News
11 Mar 2024
Podcast: A look at SambaNova's open source AI strategy
Despite sometimes being seen as a direct competitor to Nvidia Systems, the AI hardware and software vendor tries to distinguish itself by focusing on training open source models. Continue Reading
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Tip
06 Mar 2024
Explore mitigation strategies for 10 LLM vulnerabilities
As large language models enter more enterprise environments, it's essential for organizations to understand the associated security risks and how to mitigate them. Continue Reading
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News
22 Feb 2024
Stability AI adopts new architecture in Stable Diffusion 3
The new version of the image model uses a different architecture than previous versions. It comes in different sizes and has better spelling capabilities. Continue Reading
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News
22 Feb 2024
AI vendor finds opportunity amid AI computing problem
The GPU cloud provider recently raised $320 million. It has found an opportunity as more enterprises seek to run generative models and the demand for infrastructure is high. Continue Reading
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Tip
14 Feb 2024
Improve AI security by red teaming large language models
Cyberattacks such as prompt injection pose significant security risks to LLMs, but implementing red teaming strategies can test models' resistance to various cyberthreats. Continue Reading
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News
23 Jan 2024
ElevenLabs' funding success shows growth of AI voice market
The startup has quickly raised a total of $101 million, reflecting the fast growth of new technologies like deep neural networks. Along with growth comes challenges. Continue Reading
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Feature
17 Jan 2024
Challenges the fintech industry faces with generative AI
As the new technology has exploded in other industries, financial organizations are also exploring how they can apply it. However, regulatory requirements hinder fast adoption. Continue Reading
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Tip
03 Jan 2024
Explore the impact of data science in business workflows
Data science and machine learning are reshaping business workflows and customer experiences, ushering in an era of highly tailored services and predictive strategies. Continue Reading
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Feature
19 Dec 2023
Five generative AI trends to look for in 2024
The boom will persist as enterprises become acclimated to the technology. More enterprises will start using genAI systems and organizations will incorporate governance measures. Continue Reading
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Opinion
13 Dec 2023
6 generative AI predictions for 2024
Analyst Mike Leone predicts what's next for generative AI -- from open source to regulatory shifts -- offering a comprehensive view of where the industry is headed in 2024. Continue Reading
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Feature
11 Dec 2023
How generative AI could change healthcare
Generative AI has joined the ranks of healthcare professionals in early use cases from medical research to patient communications. AI at scale isn't far behind. Continue Reading
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Feature
11 Dec 2023
Big money investments, not acquisitions, fuel GenAI startups
With the generative AI explosion comes a new trend for the tech giants. Instead of buying smaller companies, big cloud vendors are partnering with the startups. Continue Reading
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Feature
14 Nov 2023
Enterprise IT shops more likely to buy GenAI than build it
GenAI power requirements, the cost of computing and storage, and the high salaries demanded by AI specialists make it unlikely enterprises will take a do-it-yourself approach. Continue Reading
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Feature
09 Nov 2023
Explore real-world examples of AI implementation success
In 'All-In on AI,' authors Davenport and Mittal explore AI implementation examples from organizations that already made the AI leap with success. Read this book excerpt to learn more. Continue Reading
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News
08 Nov 2023
OpenAI's new versions of GPT target more enterprises
The vendor targets enterprises with new tools and products tailored to what businesses and developers need to incorporate generative AI, including better pricing. Continue Reading
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Feature
04 Oct 2023
Custom generative AI models an emerging path for enterprises
Custom enterprise generative AI promises security and performance benefits, but successfully developing models requires overcoming data, infrastructure and skills challenges. Continue Reading
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Tip
02 Oct 2023
Explore 14 real-world use cases for adaptive AI
Adaptive AI's ability to alter its code in response to changing circumstances is useful in dynamic, complex environments. Discover potential business use cases for this technology. Continue Reading
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News
25 Sep 2023
Amazon's $4B investment in Anthropic fuels GenAI race
This makes the tech giant Anthropic's primary cloud provider. This arrangement is different from Google's investment in the AI startup and Microsoft's investment in OpenAI. Continue Reading
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Podcast
25 Sep 2023
Global hiring tech vendor Oyster treads carefully with AI
The HR tech vendor, which serves companies looking to hire employees globally as part of the distributed workforce, is taking a cautious approach to AI, especially generative AI. Continue Reading
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Feature
21 Sep 2023
Lessons on integrating generative AI into the enterprise
At Generative AI World 2023, various industries convened to explore existing and potential generative AI use cases. Review insights from one company's implementation experience. Continue Reading
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Tip
18 Sep 2023
Evaluate model options for enterprise AI use cases
To successfully implement AI initiatives, enterprises must understand which AI models will best fit their business use cases. Unpack common forms of AI and best practices. Continue Reading
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News
14 Sep 2023
A venture capitalist's take on generative AI investment
Funding for startups such as Anthropic, Cohere and Hugging Face shows that money is still flowing into the market. However, the criteria for funding are still strict. Continue Reading
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Feature
31 Aug 2023
Generative AI in business: Fast uptake, earmarked funding
More than half of IT and business decision-makers said they have generative AI on the near-term adoption track, according to a report from TechTarget's Enterprise Strategy Group. Continue Reading
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News
29 Aug 2023
ChatGPT Enterprise targets some enterprise concerns, not all
While the new product does not use customer prompts or company data in training OpenAI products, it fails to address other concerns surrounding hallucinations and copyright. Continue Reading
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News
24 Aug 2023
Meta AI translation model not ready for the enterprise
The tech conglomerate's new AI model is a move toward universal translation. However, the vendor needs the open source community to help ready the model for the enterprise. Continue Reading
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News
22 Aug 2023
Opportunities, challenges of ServiceNow generative AI plan
The vendor said that while it is creating its own LLM models, it's not interested in winning the LLM war. Instead, it wants its customers to use the models for specific use cases. Continue Reading
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Guest Post
17 Aug 2023
Why and how to develop a set of responsible AI principles
Enterprise AI use raises a range of pressing ethical issues. Learn why responsible AI principles matter and explore best practices for enterprises developing an AI framework. Continue Reading
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News
16 Aug 2023
Google’s search generative experience and its AI strategy
The vendor upgrades SGE with new definition and code features. The search experience updates dispel earlier concerns about the tech giant's search business. Continue Reading
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News
15 Aug 2023
What big Korean telecom's investment in Anthropic AI means
The telecom giant revealed that it will invest $100 million in the AI research vendor. The vendor will build a telecom-specific LLM to support the Global Telco AI Alliance. Continue Reading
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Feature
11 Aug 2023
What vendors must know about the AI assistant craze
More vendors are introducing products to assist enterprises and consumers complete mundane tasks. But there's a need to be strategic and transparent with these products. Continue Reading
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Tip
26 Jul 2023
Pros and cons of ChatGPT for finance and banking
While LLMs show promise in the financial industry, responsible implementation requires proceeding with caution. Explore potential use cases and considerations to keep in mind. Continue Reading
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News
21 Jul 2023
AI hype far exceeds its use within enterprises
Experts say most organizations are holding back on spending while investigating the cost, legal liabilities and data privacy risks associated with generative AI use. Continue Reading
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News
19 Jul 2023
Meta Llama 2 brings new opportunity for enterprises
The new LLM version is open for commercial use, meaning enterprises can train and experiment with it more. The social media giant also expanded its partnership with Microsoft. Continue Reading
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News
18 Jul 2023
A look at writers' battle to get AI vendors to pay them
An Authors Guild open letter asks vendors to pay for works previously used to train generative AI systems and calls for lawmakers to tighten copyright laws. Continue Reading
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Opinion
17 Jul 2023
Tracking recent generative AI news from 9 big tech companies
Analyst Mike Leone breaks down the latest generative AI announcements and products from big tech, spanning conversational AI, developer tools, industry partnerships and more. Continue Reading
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Opinion
05 Jul 2023
HPE goes all-in on supercomputing in the cloud
Given the popularity of large language model technology, tech vendors such as HPE are now looking to give customers offerings to help them train these models. Continue Reading
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Tip
28 Jun 2023
How AI can help businesses circumvent inflation
AI can potentially help businesses avoid -- and even counteract -- inflation. Machine learning may be better at this than large language models. Continue Reading
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News
22 Jun 2023
AWS invests $100 million in new generative AI program
The Generative AI Innovation Center will connect AWS machine learning experts and data scientists with enterprises. Enterprises can also use AWS services to train and scale models. Continue Reading