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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Podcast
15 Jul 2025
Database vendor MongoDB embraces GenAI
The vendor has moved quickly to incorporate technologies such as vector search that are integral to generative AI. Continue Reading
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News
15 Jul 2025
Qdrant lowers vector database complexity to aid development
The vendor now provides an integrated environment for operationalizing unstructured data to aid enterprises struggling with a profusion of tools to generate and manage vectors. Continue Reading
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Definition
08 Jan 2025
What are Google's AI Overviews (formerly SGE)?
AI Overviews are a feature in Google search that uses generative AI (GenAI) to deliver short summaries of topics alongside links to relevant web content in response to certain search queries. Continue Reading
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Definition
07 Jan 2025
What is artificial superintelligence (ASI)?
Artificial superintelligence (ASI) is a hypothetical software-based system with intellectual powers beyond those of humans across a comprehensive range of categories and fields of endeavor. Continue Reading
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News
07 Jan 2025
Nvidia's new model aims to move GenAI to physical world
Nvidia Cosmos is trained on hours of videos that focus on the physical world. It works with Nvidia Omniverse and advances LLM technology, the vendor says. Continue Reading
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Tip
07 Jan 2025
8 top generative AI tool categories for 2025
Need a generative AI-specific tool for your organization's development project? Explore the major categories these tools fall into and their capabilities. Continue Reading
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Definition
07 Jan 2025
What is a robo-advisor? Everything to know before using one
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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Definition
06 Jan 2025
What is AutoGPT? What you need to know
AutoGPT is an experimental, open source autonomous artificial intelligence (AI) agent based on the technology behind ChatGPT. Continue Reading
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Feature
06 Jan 2025
Foundation models explained: Everything you need to know
Foundation models are large-scale, adaptable AI models reshaping enterprise AI. They hold promise, but face risks such as biases, security breaches and environmental impacts. Continue Reading
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Opinion
03 Jan 2025
Not-so-obvious AI predictions for 2025
Industry analyst Mark Beccue shares where he thinks AI is headed in 2025, with an eye to underexplored trends and unexpected developments in the industry. Continue Reading
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Definition
03 Jan 2025
What is 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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Feature
03 Jan 2025
AI regulation: What businesses need to know in 2025
The rapid evolution and adoption of AI tools has policymakers scrambling to craft effective AI regulation and laws. Law professor Michael Bennett analyzes what's afoot in 2025. Continue Reading
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Feature
03 Jan 2025
8 AI and machine learning trends to watch in 2025
AI agents, multimodal models, an emphasis on real-world results -- learn about the top AI and machine learning trends and what they mean for businesses in 2025. Continue Reading
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Definition
02 Jan 2025
What is LangChain and how to use it: A guide
LangChain is an open source framework that enables software developers working with artificial intelligence (AI) and its machine learning subset to combine large language models with other external components to develop LLM-powered applications. Continue Reading
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News
02 Jan 2025
Autonomous AI agents on the rise
The buzz around the new technology has grown in the past few months. Experts believe excitement will not wane. Applications of the technology may change. Continue Reading
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News
02 Jan 2025
New Alteryx CEO sees platform as the canvas for AI prep
Following a time of tumult that included going private, the vendor's new leader aims to spur growth by making its platform a pivotal part of the AI development process. Continue Reading
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Definition
30 Dec 2024
What is generative design? Ultimate guide
Generative design is a computer-aided design technique and category of software that uses AI to optimize the design process. Continue Reading
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Definition
30 Dec 2024
What is retrieval-augmented generation (RAG) in AI?
Retrieval-augmented generation (RAG) is an AI framework that retrieves data from external sources of knowledge to improve the quality of responses. Continue Reading
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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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Definition
30 Dec 2024
What are AI agents?
AI agents are autonomous intelligent systems powered by artificial intelligence (AI) and designed to perform specific tasks independently, without the need for human intervention. Continue Reading
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Opinion
26 Dec 2024
What it's like to use a Dell Qualcomm AI PC for 2 months
As a longtime Mac user, the transition to any sort of Windows device would present a challenge. But the move to an AI PC presents even more growing pains and opportunities. Continue Reading
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Definition
26 Dec 2024
What is synthetic data? Examples, use cases and benefits
Synthetic data is information that's artificially manufactured rather than generated by real-world events. Continue Reading
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Feature
26 Dec 2024
2025 will be the year of AI agents
2025 could bring more agentic AI developments. Enterprises could embed agents in their workflows. It could also lead to an orchestration infrastructure and better reasoning models. 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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Opinion
23 Dec 2024
5 data storage and infrastructure megatrends to watch in 2025
2025 looks to pick up where 2024 left off in the storage and infrastructure departments, with potential advancements in AI, object storage and hybrid cloud. Continue Reading
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Feature
23 Dec 2024
Surging AI development will heighten focus on data in 2025
Without proper training, models and applications will fail. As a result, enterprises will pay increased attention to the information used to train artificial intelligence tools. Continue Reading
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Feature
23 Dec 2024
6 trends that shaped data management, analytics in 2024
The transformation of data platforms into AI development platforms and the rise of agentic AI were the top developments in data management and business intelligence. Continue Reading
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Feature
23 Dec 2024
A look at expectation vs. reality of generative AI in 2024
Last year, expectations for generative AI for the coming year centered on regulation, open source and multimodality. While some predictions were accurate, others were wrong. Continue Reading
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Feature
20 Dec 2024
The year in AI: Catch up on the top AI news of 2024
As the new year approaches, the pace of AI development shows no signs of letting up. Get up to speed for 2025 by catching up on TechTarget Editorial's top AI news stories from 2024. Continue Reading
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Feature
20 Dec 2024
37 AI content generators to explore in 2025
Artificially generated media continues to progress. Learn about the different types of media and content generators to check out in 2025. Continue Reading
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News
19 Dec 2024
Boomi's Rivery acquisition aimed at AI, real-time analysis
With the purchase, the data integration specialist adds change data capture capabilities for AI and real-time 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
18 Dec 2024
Google's Veo 2 is technically advanced, but concerns remain
The new version can generate videos up to two minutes long. It seems better than OpenAI and Adobe's video generator. However, it might not be safe for commercial use. Continue Reading
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News
18 Dec 2024
Record funding round reflects Databricks' differentiation
Based on its AI development and expansion within data management, the record $10 billion the vendor raised shows it is viewed differently from its competitors. Continue Reading
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Definition
18 Dec 2024
What is AgentGPT?
AgentGPT is a generative artificial intelligence tool that enables users to create autonomous AI agents that can be delegated a range of tasks. Continue Reading
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News
17 Dec 2024
Writer launches new Palmyra Creative LLM
Many generative AI models tend to have similar outputs. Palmyra Creative aims to mix things up while helping users brainstorm ways to improve their content. Continue Reading
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News
17 Dec 2024
Databricks' record $10 billion funding round to fuel growth
The data lakehouse pioneer has expanded into AI development and plans to use the funding to fuel further investments in AI, make acquisitions and expand go-to-market efforts. Continue Reading
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News
17 Dec 2024
Nexla integration with Nvidia NIM boosts AI development
The complementary partnership combines the data integration vendor's discovery and retrieval capabilities with the tech giant's power to scale and secure AI development. Continue Reading
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Definition
17 Dec 2024
What is Amazon Bedrock (AWS Bedrock)?
Amazon Bedrock -- also known as AWS Bedrock -- is a machine learning platform used to build generative artificial intelligence (AI) applications on the Amazon Web Services cloud computing platform. Continue Reading
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News
16 Dec 2024
Google aims to boost productivity with AI Agent tool
Agentspace uses the power of Gemini and Google's search technology to help employees reduce the number of hours spent searching for documents internally. Continue Reading
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Feature
13 Dec 2024
ChatGPT search: Details about OpenAI's search engine
ChatGPT search is a generative AI search engine that ingests information in real time. Continue Reading
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News
12 Dec 2024
The evolution of generative AI for the artist
At the start of the hype era of image-generating tools like Stable Diffusion and Midjourney, many feared creatives would lose their jobs. Two years later, things are different. Continue Reading
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News
11 Dec 2024
How AI agents are the next wave of generative technology
As agentic technology grows more popular, some are optimistic about what appears to be the next phase of AI. However, there are concerns about the tasks agents are doing. Continue Reading
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Feature
11 Dec 2024
OpenAI o1 explained: Everything you need to know
OpenAI's o1 models, launched in December 2024, enhance reasoning in AI and excel in complex tasks, such as generating and debugging code. Continue Reading
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Feature
11 Dec 2024
GenAI search vs. traditional search engines: How they differ
Search engines are the original way to browse the internet. GenAI search is a new method to explore and get answers to queries. Learn how it compares to traditional searches. Continue Reading
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News
11 Dec 2024
Reddit, OpenAI challenge Google with new releases
The social news platform introduced a new AI search tool for users that will push users directly to its platform. Meanwhile, the ChatGPT maker's Sora rivals Veo. Continue Reading
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Definition
11 Dec 2024
What is explainable AI?
Explainable AI (XAI) is artificial intelligence (AI) programmed to describe its purpose, rationale and decision-making process in a way that the average person can understand. Continue Reading
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Definition
11 Dec 2024
What is an AI assistant?
An AI assistant, or digital assistant, is software that uses artificial intelligence to understand natural language voice commands and complete tasks for the user. Continue Reading
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News
11 Dec 2024
Aerospike adds new vector search capabilities to database
With vector search a critical component of AI development, the vendor's latest vector search and storage capabilities target simplifying data discovery for training AI tools. Continue Reading
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News
10 Dec 2024
Acceldata unveils AI-powered data observability tools
The vendor's update includes features such as error detection with root cause analysis and schema reconciliation that use AI to automate finding and fixing data integrity problems. Continue Reading
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Podcast
10 Dec 2024
Moveworks uses AI to grow its employee automation platform
The vendor started in 2019 with the early Google BERT language model. It later used GPT-2 for synthetic data generation. Now, it provides agentic AI-building capabilities. Continue Reading
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News
09 Dec 2024
Alteryx names new CEO amid ongoing change
A year after getting acquired by private equity firms amid declining revenue growth and a slow transition to the cloud, the longtime data management vendor has a new leader. Continue Reading
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News
06 Dec 2024
OpenAI targets knowledge workers with pricy ChatGPT Pro
The new 'pro' subscription offers access to many of the vendor's top GenAI models. Continue Reading
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Definition
06 Dec 2024
What is a collaborative robot (cobot)?
A collaborative robot, also known as a cobot, is an industrial robot that can safely operate alongside humans in a shared workspace. Continue Reading
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News
05 Dec 2024
New Qlik integrations ready data for AI development
The longtime analytics and data management vendor's new integrations are designed to enable customers to ingest and prepare data for GenAI. Continue Reading
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News
03 Dec 2024
AWS intros new foundation model line and tools for Bedrock
The cloud provider launched Nova, a new family of generative AI models available on Amazon Bedrock. It also tackled some problems with generative AI, such as hallucinations. Continue Reading
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News
03 Dec 2024
AWS reimagines SageMaker as suite for data, analytics, AI
The service is now a unified platform featuring a data catalog, lakehouse and integrations with other AWS platforms. Continue Reading
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News
03 Dec 2024
Google makes video model Veo available on Vertex AI
It's unclear how well the tech giant's generative AI imaging system will compete against Adobe's. 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
02 Dec 2024
Couchbase unveils suite of services for developing AI
The new services include access to LLMs and unstructured data transformation aimed at enabling customers to build AI tools. Continue Reading
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News
01 Dec 2024
AWS adds to Amazon Q in Connect, AI IVR, chat credit card
AWS drops a big re:Invent update for Amazon Connect, including basic marketing functionality from the contact center side of CX. Continue Reading
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News
27 Nov 2024
Anthropic's new standard raises AI privacy, other concerns
The Model Context Protocol helps developers connect data to assistants. Some have concerns about users' data and whether a single vendor should create such a standard. Continue Reading
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News
26 Nov 2024
How to get data ready for AI development
Factors including a combination of commitment to data quality, proper technology and pertinent processes are key to preparing data for feeding models and applications. Continue Reading
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Definition
26 Nov 2024
What is augmented intelligence?
Augmented intelligence is the use of technology to enhance a human's ability to execute tasks, perform analysis and make decisions. Continue Reading
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Podcast
26 Nov 2024
Oracle generative AI approach based on Cohere, Meta models
The tech giant has infused its various SaaS applications and databases with GenAI technology and has developed an arsenal of autonomous AI agents. Continue Reading
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News
25 Nov 2024
Salesforce CIO: How agents change internal workflows
In this Q&A, Salesforce CIO and Executive Vice President Juan Perez discusses the company's internal Agentforce rollout, among other topics. Continue Reading
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Feature
25 Nov 2024
How the rise in AI impacts data centers and the environment
AI's impact on data centers raises environmental concerns as rising energy demands from technologies such as ChatGPT strain resources and challenge sustainability. Continue Reading
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News
25 Nov 2024
Researchers: AI could polarize jobs, reshape future of work
AI is driving an economic transformation that might be one of the biggest ever seen, a new National Academies study warns. Continue Reading
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Definition
25 Nov 2024
What is a support vector machine (SVM)?
A support vector machine (SVM) is a type of supervised learning algorithm used in machine learning to solve classification and regression tasks. Continue Reading
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Definition
25 Nov 2024
What is a convolutional neural network (CNN)?
A convolutional neural network (CNN) is a category of machine learning model. Specifically, it is a type of deep learning algorithm that is well suited to analyzing visual data. 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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News
22 Nov 2024
Snowflake fuels edtech vendor's data and AI initiatives
PowerSchool is creating personalized educational experiences for teachers, students, parents, administrators and others by using its data to train AI tools. Continue Reading
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Tip
22 Nov 2024
Embedding models for semantic search: A guide
Embedding models in semantic search are changing how we interact with information by going beyond keyword matching to capture meaning and relationships in text and other data. Continue Reading
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Definition
21 Nov 2024
What is neuro-symbolic AI?
Neuro-symbolic AI combines neural networks with rules-based symbolic processing techniques to improve artificial intelligence systems' accuracy, explainability and precision. Continue Reading
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Definition
21 Nov 2024
What is AI red teaming?
AI red teaming is the practice of simulating attack scenarios on an artificial intelligence application to pinpoint weaknesses and plan preventative measures. 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 data poisoning (AI poisoning) and how does it work?
Data or AI poisoning attacks are deliberate attempts to manipulate the training data of artificial intelligence and machine learning models to corrupt their behavior and elicit skewed, biased or harmful outputs. Continue Reading
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Definition
21 Nov 2024
What is Fréchet inception distance (FID)?
Fréchet inception distance (FID) is a metric for quantifying the realism and diversity of images generated by generative adversarial networks (GANs). Continue Reading
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Definition
21 Nov 2024
What is Dall-E and how does it work?
Dall-E is a generative artificial intelligence (AI) technology that enables users to create images by submitting text-based prompts. Continue Reading
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Definition
21 Nov 2024
What is computational linguistics? Definition and career info
Computational linguistics (CL) is the application of computer science to the analysis and comprehension of written and spoken language. Continue Reading
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Feature
21 Nov 2024
How to detect AI-generated content
AI- or human-generated? To test their reliability, six popular generative AI detectors were asked to judge three pieces of content. The one they got wrong may surprise you. Continue Reading
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Definition
21 Nov 2024
What is autonomous AI?
Autonomous artificial intelligence (AI) is a branch of AI in which systems and tools are advanced enough to act with limited human oversight and involvement. Continue Reading
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Definition
21 Nov 2024
What is image-to-image translation?
Image-to-image translation is a generative artificial intelligence (AI) technique that translates a source image into a target image while preserving certain visual properties of the original image. Continue Reading
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News
21 Nov 2024
Nvidia Blackwell GPU production ramps up amid revenue surge
Nvidia's Blackwell GPU production is 'full steam' ahead as revenue surges with AI demand. 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
20 Nov 2024
Snowflake partners with Anthropic to improve AI development
The alliance aims to make it easier and faster for the data cloud vendor's customers to use the Claude line of large language models when developing advanced applications. Continue Reading
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Definition
20 Nov 2024
What is speech recognition?
Speech recognition, or speech-to-text, is the ability of a machine or program to identify words spoken aloud and convert them into readable text. Continue Reading
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Feature
20 Nov 2024
Conversational AI vs. generative AI: What's the difference?
As AI continues to evolve, understanding the differences and collaborative potential of conversational AI and generative AI is vital to their role in shaping the digital landscape. Continue Reading
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News
19 Nov 2024
Microsoft intros Azure AI Foundry for building AI apps
The new rebranded platform lets enterprises build generative AI applications and agents. Continue Reading
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News
19 Nov 2024
With new Fabric features, Microsoft aims at AI development
New data management and analytics suite features include databases and a data catalog to enable enterprises to develop and operationalize advanced applications. Continue Reading
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News
14 Nov 2024
Alteryx adds tools for cloud, hybrid analytics deployments
The vendor's update includes new data preparation and blending tools, improved interoperability with data warehouses and the preview of AI-powered insight generation capabilities. Continue Reading
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News
14 Nov 2024
CallMiner CEO talks generative AI, conversational intelligence
When everyone's contact center now has a CX platform, specialists like CallMiner have to make implementation more straightforward for users, said CEO and founder Jeff Gallino. Continue Reading
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News
14 Nov 2024
Monte Carlo adds more GenAI to data observability platform
The vendor's latest update features an LLM-powered tool that delivers recommendations for developing data quality monitors along with a DataOps dashboard and new integrations. 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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Tip
13 Nov 2024
AI inference vs. training: Key differences and tradeoffs
AI inference and training are both critical phases of model development. Learn how to balance their demands to optimize performance, manage costs and scale models effectively. Continue Reading
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News
13 Nov 2024
Google Learn About AI tool could fail to hit the target
While the new tool is geared toward professors, students and researchers, it may still fail to stand up to popular chatbots like ChatGPT. The tool also remains prone to hallucinations. Continue Reading
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News
13 Nov 2024
ThoughtSpot AI agent Spotter enables conversational BI
The analytics vendor's new tool not only enables users to converse with data using natural language, but also has contextual awareness and autonomously makes suggestions. Continue Reading
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Definition
13 Nov 2024
What is an AI prompt?
An artificial intelligence (AI) prompt is the input submitted to a large language model (LLM) via a generative AI platform, like OpenAI's ChatGPT or Microsoft Copilot. Continue Reading
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News
12 Nov 2024
Creating a clean generative AI data set with Getty Images
The clean data set contains no images of brands, celebrities and well-known figures such as presidential candidates, and includes a license for each image. Continue Reading
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News
12 Nov 2024
SAS acquires synthetic data generator to aid AI development
The longtime analytics vendor plans to fold the intellectual property of Hazy into its existing synthetic data generation capabilities to help customers safely build AI tools. Continue Reading
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News
12 Nov 2024
Snowflake unveils AI development, security capabilities
The vendor's latest includes additions to Cortex AI that simplify developing conversational AI tools and new security measures after its environment was infiltrated in May. Continue Reading