AI business strategies
Artificial intelligence software is changing how enterprises conduct business. Machine learning supports data-driven decisions, customer service chatbots follow up on leads, robots in manufacturing boost productivity -- the list goes on. Get advice for building and implementing AI business strategies.
Top Stories
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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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Answer
19 Dec 2024
How bad is generative AI data leakage and how can you stop it?
Mismanaged training data, weak models, prompt injection attacks can all lead to data leakage in GenAI, with serious costs for companies. The good news? Risks can be mitigated. 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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Tip
03 Apr 2024
AI communications features key when assessing UC vendors
UC vendors are adding more AI capabilities with each software release. What's the best way to ensure vendors' capabilities align with your goals? Continue Reading
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Tip
03 Apr 2024
How to conduct a data privacy audit, step by step
The vital importance of a data privacy audit can't be underestimated in today's climate of proliferating customer data, more stringent regulations and sophisticated cyber threats. Continue Reading
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Feature
01 Apr 2024
6 business benefits of data protection and GDPR compliance
Complying with GDPR and avoiding severe fines is a primary goal of businesses, but the data governing principles and security tools to achieve compliance yield systemic benefits. Continue Reading
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Opinion
28 Mar 2024
IT leaders curb GenAI enthusiasm at Enterprise Connect
IT leaders at Enterprise Connect expressed enthusiasm for GenAI experimentation in customer experience as well as circumspection that vendors should take on board. Continue Reading
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News
28 Mar 2024
Microsoft intros new responsible AI tools in Azure Studio
The new tools address one of the barriers of adoption for enterprises looking to use generative AI technologies. They show Microsoft's thought process on government regulations. Continue Reading
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Feature
27 Mar 2024
AI hardware vendors band together to challenge Nvidia
An industry group including Arm and Intel seeks to increase the number of options in the AI market and decrease developers' dependence on GPUs. Continue Reading
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Feature
26 Mar 2024
6 data privacy challenges and how to fix them
Fragmented data protection laws, technology disruptions, AI adoption, data governance and consumer trust are among the complex issues confronting businesses in need of remedies. Continue Reading
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Tip
22 Mar 2024
How organizations should handle AI in the workplace
When implementing AI in the workplace, organizations must build a comprehensive strategy aligned with business values. Failing to do so could lead to the emergence of shadow AI. Continue Reading
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News
21 Mar 2024
Nvidia unveils text-to-3D AI research project
The new model helps generate 3D images faster. It was trained on different animals and objects using the vendor's A100 GPU and prompts generated with OpenAI's ChatGPT. Continue Reading
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News
20 Mar 2024
Documenting, testing will help businesses navigate AI rules
Given the U.S.'s absence of AI regulations, businesses will likely mitigate AI deployment risks through contractual language. Continue Reading
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Opinion
20 Mar 2024
Everything you need to know about the new EU AI Act
The European Union's new AI Act defines AI regulations based on risk and outlines hefty fines for noncompliance. Explore the details of the AI Act and how it could apply to you. Continue Reading
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News
19 Mar 2024
Microsoft hires DeepMind co-founder amid Google-Apple news
DeepMind's cofounder will head a new division that focuses on Copilot. The move comes amid talk that Microsoft's rival's LLM might be incorporated into the iPhone. 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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News
18 Mar 2024
Nvidia unveils new AI Blackwell chip, microservices and more
The vendor launched a barrage of AI tech including faster chips in its new Blackwell infrastructure and new microservices that enable enterprises to create custom applications. Continue Reading
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News
13 Mar 2024
Cerebras introduces next-gen AI chip for GenAI training
The new accelerator is for training large AI models. It powers the startup's CS-3 supercomputer, which is designed to train models that are 10 times larger than GPT-4 and Gemini. 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
12 Mar 2024
Meta intros two GPU training clusters for Llama 3
The Facebook parent company said the training clusters are part of its plans to grow its infrastructure and obtain 350,000 Nvidia H100 GPUs by the end of the year. Continue Reading
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Opinion
12 Mar 2024
Salesforce TDX reveals how consumer and enterprise AI differ
The soaraway success of GenAI chatbots has obscured how enterprise AI differs from consumer AI. Salesforce's TDX developer conference threw those differences into some relief. Continue Reading
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News
11 Mar 2024
Elon Musk plans to take xAI chatbot Grok open source
The move comes nearly two weeks after the Tesla owner filed a lawsuit against OpenAI. It also comes as more vendors are providing open source options for enterprise users. 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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Feature
07 Mar 2024
How AI is transforming project management
As the project management field increasingly embraces AI-powered software, the benefits can help organizations thrive -- but only if the risks are properly considered too. Continue Reading
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News
07 Mar 2024
Microsoft whistleblower, OpenAI, the NYT, and ethical AI
The vendor has filed a memorandum to dismiss some of the arguments The New York Times made in its copyright lawsuit. However, it now faces criticism from its own software engineer. Continue Reading
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News
05 Mar 2024
Open letter promising better AI for the future lacks action
The letter initiated by venture capitalist Ron Conway and his investment firm SV Angel was signed by OpenAI and Google. It pledges a better future and benefits from the technology. Continue Reading
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News
04 Mar 2024
AI race surges as Anthropic intros Claude 3
The new models have a larger context window and multimodal capabilities. They reflect the new level of normal in generative AI and the myriad model choices for enterprises. Continue Reading
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News
01 Mar 2024
Elon Musk sues Sam Altman, OpenAI for breach of contract
The owner of X argues that OpenAI's CEO and Greg Brockman breached the original agreement the AI company was founded on through its partnership with Microsoft and release of GPT-4. Continue Reading
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News
29 Feb 2024
H2O.ai releases small language model: H2O-Danube-1.8B
The new model comes as the generative market continues to see the emergence of small language models. The models provide enterprises with better privacy and data controls. Continue Reading
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News
29 Feb 2024
Collibra adds AI governance to data management platform
The data management vendor's new suite adds capabilities aimed at enabling enterprises to safely and securely use AI the same way data governance frameworks apply to data. Continue Reading
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News
28 Feb 2024
SambaNova Systems intros Samba-1 generative AI model
The new model is aimed at enterprises wanting to use generative models without compromising privacy. It also uses the best open source model for a given application. Continue Reading
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News
26 Feb 2024
Microsoft allies with OpenAI rival Mistral AI
The tech giant is investing in the open source startup. The partnership means Mistral's premium models, including its new model, Mistral Large, will be available on Azure. Continue Reading
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News
26 Feb 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. 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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Answer
22 Feb 2024
What is the role of generative AI in enterprise search?
Enterprise search employs AI to enrich content, identify objects and organize information. Yet, the rise of generative AI is likely to transform these processes even further. Continue Reading
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News
15 Feb 2024
OpenAI intros text-to-video model Sora, challenges rivals
Sora can generate video from text. OpenAI is red teaming the technology and admits it has some weaknesses. The release is a natural progression of the vendor's GenAI technology. Continue Reading
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News
15 Feb 2024
Google updates AI model Gemini, adds 1M context window
The cloud provider's 1.5 Pro model has the largest context window seen in the market. Despite its innovation, it still needs to show the applicability of its model for enterprises. Continue Reading
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News
13 Feb 2024
Pega GenAI Blueprint aims at application design processes
While the vendor's use of the technology is similar to others in the low-code market, its focus on design differentiates it. The platform enables collaboration. Continue Reading
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Podcast
12 Feb 2024
Podcast: AI, hiring and the need for humans in the loop
An HR expert joins the 'Targeting AI' podcast to explain the need for humans in recruiting along with tech to help prevent algorithmic bias and why some laws don't go far enough. Continue Reading
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News
08 Feb 2024
Google turns Bard AI into Gemini, launches Gemini Advanced
The tech giant gave Bard a new name and introduced users to Ultra 1.0 through a new mobile app. It revealed changes to Duet AI and Cloud. Continue Reading
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Tip
07 Feb 2024
The importance and limitations of open source AI models
Despite rising interest in more transparent, accessible AI, a scarcity of public training data and compute infrastructure presents significant hurdles for open source AI projects. Continue Reading
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News
06 Feb 2024
Meta will label AI-generated images on social platforms
The social media giant's decision to label AI-generated content is a good first step, some observers say, but does not eradicate the problem of disinformation in an election year. Continue Reading
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Definition
06 Feb 2024
data sampling
Data sampling is a statistical analysis technique used to select, manipulate and analyze a representative subset of data points to identify patterns and trends in the larger data set being examined. Continue Reading
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Definition
05 Feb 2024
business case
A business case is a formal document or verbal value proposition that outlines the justification for commencing a project or undertaking a specific task. Continue Reading
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Tip
02 Feb 2024
The role of trusted data in building reliable, effective AI
Without quality data, creating and managing AI systems is an uphill battle. Methods such as zero-copy integration and primary key consistency can ensure trusted data for better AI. Continue Reading
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Guest Post
02 Feb 2024
GenAI development should follow secure-by-design principles
Every company wants a piece of the GenAI pie, but rushing to develop a product without incorporating secure-by-design principles could harm their business and customers. Continue Reading
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Feature
02 Feb 2024
AI, the 2024 U.S. election and the spread of disinformation
Generative technology-fueled deepfakes could interfere with the November election due to ease of use and power of the technology. The outlook for regulation seems dim. Continue Reading
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Tip
30 Jan 2024
Secure your machine learning models with these MLSecOps tips
By following MLSecOps best practices, companies can introduce AI and machine learning into development pipelines and processes without adding unmitigated security concerns, too. Continue Reading
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News
29 Jan 2024
Podcast: Sama responds to AI data labeling criticism
The data annotation and labeling vendor, which has faced criticism for its practices in Africa despite its social good mission, is out with a new platform to reduce model failure. Continue Reading
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News
25 Jan 2024
FTC launches inquiry into generative AI partnerships
The FTC has announced that it's looking into the relationships between big tech companies and generative AI companies and their impact on the market. Continue Reading
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News
25 Jan 2024
Google and Hugging Face unveil AI partnership
The partnership reflects the cloud provider's support of open source and aims to appeal to enterprises looking to move from ideation to implementation of generative AI workloads. Continue Reading
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News
24 Jan 2024
Equinix data centers offer Nvidia AI infrastructure
Equinix data centers will offer Nvidia DGX as a managed service. The platform is also available on public cloud providers, AWS, Google Cloud and Microsoft Azure. Continue Reading
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News
23 Jan 2024
Watsonx AI bots assist IBM Consulting in client GenAI projects
IBM Consulting rolls out role-based bots to streamline consultants' work as they enable digital transformation for customers. Continue Reading
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Video
23 Jan 2024
ChatGPT explained in a minute
ChatGPT is an AI-powered chatbot developed by OpenAI. With its ability to communicate in natural language patterns, it can create various types of content for many use cases. Continue Reading
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News
23 Jan 2024
Oracle boosts generative AI service and intros new services
The tech giant's services are similar to what other big tech vendors have introduced. However, Oracle's input of GenAI technology in its SaaS applications makes it notable. 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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Definition
16 Jan 2024
artificial intelligence (AI) governance
Artificial intelligence governance is the legal framework for ensuring AI and machine learning technologies are researched and developed with the goal of helping humanity adopt and use these systems in ethical and responsible ways. Continue Reading
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News
16 Jan 2024
Podcast: Examining Microsoft VC M12's AI investment policy
M12 looks for new and transformative technologies. It also seeks to back companies that are focused on how the generative market might shift in the coming years. Continue Reading
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News
12 Jan 2024
Microsoft unveils new GenAI, data tools for retail industry
The tech giant is adding industry-specific features in Data Fabric along with GenAI Copilots designed to better personalize shopping as well as aid frontline workers in real time. Continue Reading
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News
11 Jan 2024
OpenAI GPT Store allows developers to share custom GPT apps
The AI vendor introduced the highly anticipated store that enables developers to share their applications. It also introduced a new collaborative workspace for employees. Continue Reading
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Tip
10 Jan 2024
10 trends shaping the future of BPM in 2024
Business process management is evolving rapidly as advanced automation, software integration, process simulation and generative AI redefine the way business processes are managed. Continue Reading
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News
09 Jan 2024
The need for tools such as Getty Generative AI by iStock
The model, based on Nvidia Picasso, comes as copyright lawsuits against AI vendors widen. It competes with other image-generating models such as Adobe Firefly and Midjourney. Continue Reading
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News
04 Jan 2024
Perplexity AI secures $73.6 million more for AI search
The startup's backers include Amazon founder Jeff Bezos. Its platform helps users get accurate responses to natural language questions by choosing a source type and LLM. Continue Reading
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News
03 Jan 2024
The importance of the 'New York Times' AI copyright lawsuit
The newspaper publisher is the first major news outlet to sue the AI creator. While the suit might not reach court, it still has a significant impact on the AI community. 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
Catch up on the top AI news of 2023
Look back on a hectic year in AI and get up to speed for 2024 by catching up on some of TechTarget Editorial's top AI news stories from the past year. 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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Podcast
18 Dec 2023
2024 will see generative AI mature
Next year, enterprises will likely be inundated with more capabilities and applications for GenAI. The year will lead to smaller models and regulation in more countries. Continue Reading
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News
15 Dec 2023
Small language models an emerging GenAI force
Enterprises are unwilling to pay for large language models to accomplish simple business tasks with generative AI. They're looking at cheaper small language models. Continue Reading
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News
14 Dec 2023
Lightning AI's new platform is a one-stop shop for developers
The platform enables developers to build, train and develop models on the cloud under one web interface without having to switch between different tools and applications. Continue Reading
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Tip
14 Dec 2023
How an AI governance framework can strengthen security
Learn how AI governance frameworks promote security and compliance in enterprise AI deployments with essential components such as risk analysis, access control and incident response. Continue Reading
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News
13 Dec 2023
Google starts incorporating Gemini across AI software stack
The cloud provider revealed the model's API is now available in Studio and on its Vertex Platform. It also introduced new Duet offerings and a partnership with Mistral. Continue Reading
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News
11 Dec 2023
EU AI Act brings tough rules and big fines to businesses
The EU AI Act, if passed into law, would prohibit certain AI applications and implement transparency requirements for generative artificial intelligence systems. 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
08 Dec 2023
Generative AI as a copilot for finance and other sectors
While many fear that the popularity of large language models could lead to job loss and replacement, some industries such as finance and education are using AI to augment workers. Continue Reading
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News
07 Dec 2023
How generative AI is changing the fashion industry
The industry is using AI technology in design and skin care. Some companies are going beyond generative tools, using computer vision and augmented reality. Continue Reading
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News
05 Dec 2023
IBM, Meta form AI Alliance to promote open AI
Meta and IBM launched the new group with more than 50 other organizations to foster an open community that helps accelerate the development of responsible AI systems. Continue Reading
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News
28 Nov 2023
AWS unveils new AI chatbot, chips, Nvidia partnership
The cloud giant's new chatbot is for enterprises looking for more productivity. It is infused into AWS applications for contact centers and business intelligence. Continue Reading
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Tip
28 Nov 2023
How AI is radically changing business process management
Deploying AI's discovery and automation capabilities in BPM powers advancements in front-office processes, process data analysis, business process mapping and process modeling. Continue Reading
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News
22 Nov 2023
OpenAI reinstates Sam Altman as CEO, but problems remain
The AI startup reinstated the former CEO after firing him on Nov. 17. The news seems to end a whirlwind of events that highlighted fundamental problems at the vendor. Continue Reading
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News
22 Nov 2023
Possible reasons for Meta disbanding its responsible AI team
After releasing more generative AI tools this year, the tech giant made a controversial move by dismantling its unit dedicated to responsible AI. Continue Reading
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News
21 Nov 2023
Former OpenAI CEO gains strong legal backing with Microsoft
Should ousted OpenAI CEO Sam Altman be involved in any federal investigations going forward, he now has the legal backing of Microsoft as an employee. Continue Reading
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News
20 Nov 2023
Fallout after Microsoft hires former OpenAI CEO Sam Altman
The tech giant snagged a major win by hiring Altman and former board member Greg Brockman. Meanwhile, the AI startup faces challenges with many employees threatening to quit. Continue Reading
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Podcast
20 Nov 2023
Diving into Wayfair's machine learning odyssey
From starting with using the technology to determine the best marketing mediums to using GenAI tools internally, the online retail giant's AI experience has evolved. Continue Reading
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News
17 Nov 2023
OpenAI board fires CEO Sam Altman for lack of candor
The 38-year-old helped found the company eight years ago. He has maintained an active public presence and helped the company reach a valuation of about $80 billion. Continue Reading
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Tip
17 Nov 2023
A guide to ChatGPT Enterprise use cases and implementation
ChatGPT Enterprise promises powerful generative AI capabilities for business use cases, but successful implementation requires careful planning for security, costs and integration. Continue Reading
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Definition
16 Nov 2023
robo-advisor
A robo-advisor is a virtual financial advisor powered by artificial intelligence (AI) that employs an algorithm to deliver an automated selection of financial advisory services. 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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Tip
13 Nov 2023
What are the risks and limitations of generative AI?
As enterprise adoption grows, it's crucial for organizations to build frameworks that address generative AI's limitations and risks, such as model drift, hallucinations and bias. 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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News
30 Oct 2023
Data center power constraints send AI everywhere
Most experts agree there isn't enough unused electricity to perform future AI processing in hyperscale data centers and colocation facilities as GenAI demand soars. Continue Reading
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News
26 Oct 2023
How Amazon AI image generation could help advertisers
The tech giant joins others using generative AI technology to cater to advertisers and help small businesses scale their advertising through personalization. Continue Reading
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News
25 Oct 2023
Apple's silence on generative AI is characteristic
The consumer tech company is behind other tech giants in the generative AI race. However, stealth is the company's normal mode of operation with disruptive technologies. Continue Reading
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Podcast
23 Oct 2023
Venture capital firm seeks to help launch early AI startups
Glasswing Ventures prides itself as being a founder-first company, as it works with startups to help find customers, recruit talent and guide future investments. Continue Reading
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Tip
20 Oct 2023
Successful generative AI examples and tools worth noting
Industries are using generative AI in various ways to generate new content. Learn about successful examples of this technology and notable tools in use. Continue Reading
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News
19 Oct 2023
Fair use may not help Anthropic against AI music lawsuit
Universal Music Group and other music publishers allege the vendor's Claude 2 AI model responds to users' prompts with all or most of the lyrics to popular copyrighted songs. Continue Reading
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Tip
18 Oct 2023
The data privacy risks of third-party enterprise AI services
Using off-the-shelf enterprise AI can both increase productivity and expose internal data to third parties. Learn best practices for assessing and mitigating data privacy risk. Continue Reading
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News
18 Oct 2023
How YouTube's new AI-powered product aids advertisers
The online video-sharing and social media platform is now using the AI technology as a way to help advertisers place ads on videos that better reach the intended audience. Continue Reading
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News
13 Oct 2023
Google Search Generative Experience AI updated for images
The update enables the vendor to continue to push generative AI technology to the masses while showing enterprises how they can use different models within their own products. Continue Reading
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News
11 Oct 2023
AMD tries to differentiate in AI market with acquisition
The acquisition of the open source startup helps the chip vendor compete in the optimization market and offer flexibility compared to competitors such as Nvidia. Continue Reading
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Tip
10 Oct 2023
10 realistic business use cases for ChatGPT
Many business use cases for ChatGPT are emerging, but organizations must decide which best fit their specific needs. Consider 10 pragmatic example applications. Continue Reading