AI technologies
Forward-looking enterprises have to be aware of emerging artificial intelligence technologies. Get the latest on AI technologies such as NLP, bots, machine learning, deep learning and open source AI tools.
Top Stories
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Feature
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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Definition
11 Dec 2024
What is ChatGPT?
ChatGPT is an AI chatbot that uses natural language processing to create humanlike conversational dialogue. 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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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
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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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 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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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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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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Definition
22 Nov 2024
What is Apple Intelligence?
Apple Intelligence is the platform name for a suite of generative AI capabilities that Apple is integrating across its products, including iPhone, Mac and iPad devices. 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
22 Nov 2024
What is Gemma? Google's open sourced AI model explained
Gemma is a collection of lightweight open source generative AI models designed mainly for developers and researchers. 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 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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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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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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Tip
21 Nov 2024
Top 10 generative AI courses and training resources
These wide-ranging resources help users of all skill levels learn the ins and outs of generative AI, offer advice and training on tools, and help users keep up with trends. 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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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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Video
18 Nov 2024
An explanation of neural networks
Neural networks are a type of deep learning in AI. They power applications such as chatbots, speech-to-text, weather forecasting and stock predictions. 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
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
08 Nov 2024
Google's Looker taking an agentic approach to generative AI
The analytics vendor aims to help customers develop agents, built on a foundation of trusted data, that enable deep analysis and relieve users of time-consuming tasks. Continue Reading
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News
08 Nov 2024
What the election of former President Trump means for AI
Once in power, Donald Trump will likely cut or dilute the Biden administration's executive order on AI. Trump's relationship with Elon Musk could also affect technology policy. Continue Reading
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Podcast
07 Nov 2024
AI industry could see regulation rollback under Trump
AI businesses are expected to enjoy deregulation under the new Republican presidential administration. Continue Reading
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Feature
07 Nov 2024
What's going on with Nvidia stock and the booming AI market?
Nvidia's market value surpassed $3 trillion in 2024, fueled by the generative AI boom, rebounding tech sector and 154% stock growth in 2024. However, there are questions if AI will sustain the hype cycle. Continue Reading
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Tip
07 Nov 2024
Selecting an AWS EC2 instance for machine learning workloads
Certain workloads require specific EC2 instances. For AI and machine learning workloads, teams need to find instances that balance app requirements, performance needs and costs. Continue Reading
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Feature
06 Nov 2024
AI skills for network professionals
Networking professionals must develop basic networking skills and AI to thrive in a complex landscape. Learn how AI's integration into network management will change the field. Continue Reading
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Definition
05 Nov 2024
What is OpenAI?
OpenAI is a private research laboratory that aims to develop and direct artificial intelligence (AI) in ways that benefit humanity as a whole. Continue Reading
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Definition
04 Nov 2024
What is AI art and how is it created?
Artificial intelligence art (AI art) is any form of art that has been created or enhanced with AI tools. Continue Reading
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Feature
04 Nov 2024
A state-by-state guide to AI laws in the U.S.
In lieu of federal regulation, U.S. states are proposing and enacting AI laws of their own. This up-to-date breakdown by state can help the C-suite keep tabs on developments. Continue Reading
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Feature
04 Nov 2024
How AI in the NOC will transform network operations
AI can improve network operations through automation and troubleshooting. Experts at ONUG emphasized phased adoption and methods that enhance NOC monitoring and support. 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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Definition
01 Nov 2024
What is Microsoft Copilot? In-depth guide to versions and uses
Microsoft Copilot is an artificial intelligence (AI)-powered chat service that integrates with many other Microsoft applications and services to support user efficiency and productivity. Continue Reading
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Definition
31 Oct 2024
What is dimensionality reduction?
Dimensionality reduction is a process and technique to reduce the number of dimensions -- or features -- in a data set. Continue Reading
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Definition
31 Oct 2024
What is face detection and how does it work?
Face detection, also called facial detection, is a computer technology that identifies human faces in digital images and video. Continue Reading
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News
29 Oct 2024
Meta joins others reinventing search with AI
The social media giant has joined other vendors that are trying to reinvent search after the popularization of ChatGPT. The vendors want to challenge Google's position. Continue Reading
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News
29 Oct 2024
The causes of disillusionment with GenAI
The market has seen virtually unprecedented growth. However, enterprises lack confidence in what the technology can do. Nevertheless, enterprises still want to use it. Continue Reading
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News
29 Oct 2024
Will.i.am talks AI in music, business and life
As AI becomes more pervasive in music, business and life, the former Black Eyed Peas frontman and tech entrepreneur wonders where it's all going. Continue Reading
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Definition
29 Oct 2024
What is responsible AI?
Responsible AI is an approach to developing and deploying artificial intelligence (AI) from both an ethical and legal point of view. The goal of responsible AI is to use AI in a safe, trustworthy and ethical fashion. Continue Reading
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News
29 Oct 2024
Pegasystems expands generative AI in CX, BPA cloud platform
The company's new 'coaches' aim to make AI-powered customer service responses sound less automated. Continue Reading
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Definition
29 Oct 2024
What is AI ethics?
AI ethics is a system of moral principles and techniques intended to inform the development and responsible use of artificial intelligence technology. Continue Reading
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Podcast
29 Oct 2024
Exploring the role of AI in beauty and haircare
Myavana uses machine learning to recommend products to Black women. The service is valuable to enterprises that can take use of the breadth of data the vendor has on Black hair. 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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Definition
28 Oct 2024
What is AIOps (artificial intelligence for IT operations)?
Artificial intelligence for IT operations (AIOps) is an umbrella term for the use of big data analytics, machine learning (ML) and other AI technologies to automate and enhance IT operations. Continue Reading
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Definition
28 Oct 2024
What is named entity recognition (NER)?
Named entity recognition (NER) is a natural language processing (NLP) method that extracts information from text. Continue Reading
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Definition
28 Oct 2024
What is conversational AI (conversational artificial intelligence)?
Conversational AI, also known as conversational artificial intelligence, is a type of AI that enables computers to understand, process and generate human language. Continue Reading
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Tip
25 Oct 2024
4 types of AI (artificial intelligence) 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
23 Oct 2024
Agentic AI sparks need for more orchestration, oversight
Orchestration all the way down: Experts say multiple levels of autonomous coordination and oversight will guide the near- and mid-term evolution of AI and computing. Continue Reading
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Feature
23 Oct 2024
How to opt out of AI training across social media platforms
Whether they are aware of it or not, businesses are increasingly using people's social media posts -- written content and images -- for their training AI systems. Continue Reading
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News
22 Oct 2024
Anthropic adds computer use AI tool to Claude
The startup said computer use can let developers automate repetitive tasks, scroll, move a cursor, click buttons and type texts. The function can also help with AI agents. Continue Reading
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News
21 Oct 2024
IBM launches new generation Granite language model
The vendor takes an open source approach with Granite 3.0. It trained the new model family with Nvidia H100 GPUs. Not all enterprises will be convinced to use the new AI models. Continue Reading
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News
18 Oct 2024
Amplitude adds A/B testing tool to analytics suite
Both the vendor's new feature as well as its recent acquisition of Command AI aim to make it easier for business users to work with its tools without requiring expert help. Continue Reading
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Definition
18 Oct 2024
What is a generative adversarial network (GAN)?
A generative adversarial network (GAN) is a machine learning (ML) model in which two neural networks compete by using deep learning methods to become more accurate in their predictions. Continue Reading
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News
18 Oct 2024
Mistral's new small AI models target phones, laptops
The models are reflective of the trend toward small language models built to run on edge devices. However, it might be hard for the startup to compete. Continue Reading
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News
17 Oct 2024
The NYT's cease and desist move against Perplexity AI
The AI startup is facing accusations it took content from a publisher without permission. This is the second time the NYT has gone after a vendor for misappropriating its content. 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
16 Oct 2024
How to choose the right LLM for your needs
Selecting the best large language model for your use case requires balancing performance, cost and infrastructure considerations. Learn what to keep in mind when comparing LLMs. Continue Reading
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Tip
16 Oct 2024
How businesses can measure AI success with KPIs
AI KPIs should include direct and indirect metrics. Learn about the standard and generative AI-specific KPIs that will help you gauge the success of your AI projects. Continue Reading
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Tip
16 Oct 2024
Types of AI algorithms and how they work
AI algorithms can help businesses gain a competitive advantage. Learn the main types of AI algorithms, how they work, and why companies must thoroughly evaluate benefits and risks. Continue Reading
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News
15 Oct 2024
Adobe makes generative AI video model safe for enterprises
The new video model is trained on licensed content, appealing to enterprises that are worried about the security and legal implications of generative AI technology. Continue Reading
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Definition
11 Oct 2024
What are AI hallucinations and why are they a problem?
An AI hallucination is when a large language model (LLM) powering an artificial intelligence (AI) system generates false information or misleading results, often leading to incorrect human decision-making. Continue Reading
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Feature
10 Oct 2024
Interpretability vs. explainability in AI and machine learning
Understanding how AI models make decisions is challenging, but two concepts -- interpretability and explainability -- can shed light on model outputs. Continue Reading
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News
09 Oct 2024
Government use of AI by key U.S. military branches
The Air Force and Army are exploring applications of GenAI including using their own large language models. While some use cases are successful, others are not. 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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News
09 Oct 2024
Zendesk upends pricing for AI in customer service
As it embeds generative AI into its customer service and employee service platform, Zendesk tries a novel idea: outcomes-based pricing based on tickets resolved. 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
07 Oct 2024
Artificial intelligence vs. human intelligence: Differences explained
Artificial intelligence is humanlike. There are differences, however, between natural and artificial intelligence. Here are three ways AI and human cognition diverge. Continue Reading