Enterprise AI Strategy: Page
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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.
By Shaun Sutner , Esther Shittu • July 1, 2024 -
Opinion
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.
By Ram Bala, Natarajan Balasubramanian, Arun Rao, Amit Joshi • June 28, 2024 -
AI cybersecurity careers: Getting started
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.
By Nihad Hassan • June 27, 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.
By Mary Pratt • June 25, 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.
By Shaun Sutner • June 24, 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.
By Lev Craig • June 14, 2024 -
data splitting
Data splitting is when data is divided into two or more subsets. Typically, with a two-part split, one part is used to evaluate or test the data and the other for training the model.
By Alexander Gillis • June 6, 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.
By Shaun Sutner • June 4, 2024 -
Expert Advice // Getting started with machine learning operations (MLOps)
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.
By Will Kelly • June 4, 2024 -
IBM moves ahead with open source, multi-model AI strategy
The 113-year-old tech giant expanded its open source, open ecosystem, multi-model approach with support for more models and updates to its Watsonx generative AI assistants.
By Shaun Sutner • May 21, 2024 -
robot economy
The robot economy is a scenario in which most of the labor required to sustain human life is automated.
By Scott Robinson, Ivy Wigmore • May 9, 2024 -
Expert Advice // Tips for enterprise generative AI training and deployment
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.
By Chris Tozzi • May 1, 2024 -
Expert Advice // Mastering the business side of enterprise AI initiatives
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.
By Will Kelly • April 23, 2024 -
Expert Advice // Open source AI: Everything you need to know
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.
By Chris Tozzi • April 19, 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.
By Lev Craig • April 19, 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.
By Esther Shittu • April 17, 2024 -
Expert Advice // Build your organization's generative AI deployment strategy
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.
By Kashyap Kompella • April 4, 2024 -
GenAI in court: AI training data copyright lawsuits to watch
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.
By Esther Shittu • April 4, 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.
By Esther Shittu • March 26, 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.
By Esther Shittu • March 19, 2024 -
Expert Advice // Build your organization's generative AI deployment strategy
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.
By Tom Nolle • March 18, 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.
By Esther Shittu • March 13, 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.
By Esther Shittu , Shaun Sutner • March 11, 2024 -
Expert Advice // Top LLM threats and how to defend against them
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.
By Nihad Hassan • March 6, 2024 -
Podcast: 2024 the year of ROI for generative AI
Generative AI technologies are proliferating rapidly, but vendors and investors are looking to monetize AI models, a pivot from last year's innovative frenzy.
By Shaun Sutner , Esther Shittu • Feb. 26, 2024