Emerging Tech
Top Stories
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News
20 Oct 2026
DeepSeek makes DeepInfer open source to cut AI costs
With the move, the Chinese AI vendor is looking to gain an advantage in the open source market, while addressing enterprise concerns about steep token rates. Continue Reading
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News
19 Oct 2026
Microsoft could hold an advantage with Copilot for Legal
While the vendor is not the first in the AI for legal market, the Microsoft environment is entrenched in many law firms. 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 Q-learning?
Q-learning is a machine learning approach that enables a model to iteratively learn and improve over time by taking the correct action. 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 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 a knowledge graph in ML (machine learning)?
In the realm of machine learning (ML), a knowledge graph is a graphical representation that captures the connections between different entities. 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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Feature
07 Nov 2024
Hyperparameter tuning techniques to optimize ML models
Hyperparameters play a key role in shaping how machine learning models learn from data. Learn how adjusting these settings can improve model accuracy and performance. 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
01 Nov 2024
Compare 9 prompt engineering tools
To get the most out of generative AI models, developers and other users rely on prompt engineering techniques to achieve their desired output. Explore nine tools that can help. 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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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
04 Oct 2024
Google updates Search with more generative AI features
The cloud and search giant now has ads in AI Overviews and updates for consumer products, such as the ability to ask questions and use video with Google Lens. Continue Reading
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News
04 Oct 2024
Walmart, SF 49ers share generative AI experiences
The retail giant and the NFL team joined other organizations at the Enterprise Connect AI conference to discuss lessons learned from deploying the technology. Continue Reading
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News
09 Sep 2024
iPhone 16 built around Apple Intelligence AI features
The consumer electronics giant introduced a new generation of iPhones with generative AI features such as writing tools, summarization and better Siri. Continue Reading
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Feature
20 Aug 2024
Industry experts share top tactics for AI-powered analytics
Unlock the power of AI in data analytics with expert guidance. Learn how to implement AI tools that drive strategic success and future-proof your business. Continue Reading
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News
12 Aug 2024
Startup aims to upend old-school RPA with large action model
With its GenAI-based platform, Orby AI aims to provide enterprises with generative process automation and AI agents to automate a range of business workflows. Continue Reading
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Tip
12 Aug 2024
How and why to run machine learning workloads on Kubernetes
Running ML model development and deployment on Kubernetes is an absolute must in a world where decoupling workloads can optimize resources and cut costs. Continue Reading
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News
05 Aug 2024
AI inference startup Groq raises $640M
The startup develops language processing units and sells them as a service. While the vendor must deal with market giant Nvidia, it has an opportunity to stay competitive. Continue Reading
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News
05 Aug 2024
What new AI search features in Chrome mean for users
The features bring Google Lens to the desktop, and help users rediscover their search history and compare products on a single tab. They are useful for consumers and enterprises. Continue Reading
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News
31 Jul 2024
Perplexity AI revenue share model appeases publishers
Publishers earn a share of the startup's revenue when their work is referenced. They also have access to the vendor's LLM API and developer support. But writers are not included. Continue Reading
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News
26 Jul 2024
OpenAI takes on Google with new SearchGPT prototype
The AI engine will provide users with information from the web. The AI vendor is working with publishers such as Newsmax. It will incorporate some features in ChatGPT. Continue Reading
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News
17 Jul 2024
LexisNexis launches commercial version of AI research tool
Nexis+AI enables users to research and analyze news, summarize documents and create first drafts. The platform is built on GPT from Microsoft Azure and Anthropic Claude from AWS. Continue Reading
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Tip
09 Jul 2024
What are the benefits of an MLOps framework?
While maintaining machine learning models throughout their lifecycles can be challenging, implementing an MLOps framework can enhance collaboration, efficiency and model quality. Continue Reading
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News
27 Jun 2024
Google targets GenAI accuracy, speed, size, efficiency
The tech giant advances again in the generative AI competition that has rocked the tech industry over the last two years, with key updates to its Gemini and Imagen models. Continue Reading
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Definition
20 Jun 2024
self-driving car (autonomous car or driverless car)
A self-driving car -- sometimes called an autonomous car or driverless car -- is a vehicle that uses a combination of sensors, cameras, radar and artificial intelligence (AI) to travel between destinations without a human operator. Continue Reading
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Tip
07 Jun 2024
Compare natural language processing vs. machine learning
Both natural language processing and machine learning identify patterns in data. What sets them apart is NLP's language focus vs. ML's broader applicability to many AI processes. Continue Reading
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Definition
28 May 2024
telepresence robot
A telepresence robot is a robotic device that enables a user to maintain a virtual presence in a remote location. Continue Reading
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Feature
16 May 2024
Insights on generative AI for automation vs. augmentation
At the MIT Sloan CIO Symposium, industry leaders shared experiences with generative AI's benefits and challenges, highlighting the technology's ability to assist human workers. Continue Reading
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News
14 May 2024
Google Gemini generative AI hits all products, including Search
The tech giant made its Gemini GenAI model more powerful and rolled out new Gemini-powered products for enterprises and consumers. Continue Reading
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Feature
06 May 2024
Best practices for getting started with MLOps
As AI and machine learning become increasingly popular in enterprises, organizations need to learn how to set their initiatives up for success. These MLOps best practices can help. Continue Reading
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Definition
02 May 2024
What are graph neural networks (GNNs)?
Graph neural networks (GNNs) are a type of neural network architecture and deep learning method that can help users analyze graphs, enabling them to make predictions based on the data described by a graph's nodes and edges. Continue Reading
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Definition
02 May 2024
What are vector embeddings?
Vector embeddings are numerical representations that capture the relationships and meaning of words, phrases and other data types. Continue Reading
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Definition
02 May 2024
What are masked language models (MLMs)?
Masked language models (MLMs) are used in natural language processing (NLP) tasks for training language models. Continue Reading
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Tip
15 Apr 2024
Tips for planning a machine learning architecture
When planning a machine learning architecture, organizations must consider factors such as performance, cost and scalability. Review necessary components and best practices. Continue Reading
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Tip
29 Mar 2024
How to get started with machine learning
Machine learning roles are rapidly evolving and require a diverse range of skills. Looking to join the field? Start by exploring job responsibilities and required experience. Continue Reading
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Tip
20 Mar 2024
Clean data is the foundation of machine learning
Clean data is crucial to achieving accurate, consistent and thorough machine learning models. With the right prep techniques, teams can improve data quality and model outcomes. 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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Definition
15 Feb 2024
BERT language model
BERT language model is an open source machine learning framework for natural language processing (NLP). 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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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
18 Jan 2024
AI startup Writer expands LLMs with multilingual capabilities
Multilingual LLM capabilities make generative AI more accessible in non-English-speaking countries. However, they must be accurate. 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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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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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
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
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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Feature
03 Nov 2023
Demystifying AI with a machine learning expert
In this interview, author Ronald Kneusel discusses his new book 'How AI Works,' the recent generative AI boom and tips for those looking to enter the AI field. Continue Reading
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Definition
31 Oct 2023
AI watermarking
AI watermarking is the process of embedding a recognizable, unique signal into the output of an artificial intelligence model, such as text or an image, to identify that content as AI generated. Continue Reading
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Tip
30 Oct 2023
Adversarial machine learning: Threats and countermeasures
As machine learning becomes widespread, threat actors are developing clever attacks to manipulate and exploit ML applications. Review potential threats and how to combat them. 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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Definition
18 Oct 2023
ambient intelligence (AmI)
Ambient intelligence, sometimes referred to as AmI, is the element of a pervasive computing environment that enables it to interact with and respond appropriately to the humans in that environment. 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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Podcast
10 Oct 2023
CX and generative AI coexisting, carefully
Tech journalist Don Fluckinger talks to the Targeting AI podcast team about generative AI's potential for better customer service and how the technology falls short. Continue Reading
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News
26 Sep 2023
Getty’s AI-generated image tool allays some artist concerns
The image generator helps the stock image company get into the generative market and answer copyright questions for businesses but could still be a concern to artists. Continue Reading
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News
19 Sep 2023
Automation Anywhere intros new generative AI tools
The new RPA tools come several months after the vendor added some initial GenAI capabilities to its platform and as vendors capitalize on the excitement about the AI technology. Continue Reading
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News
13 Sep 2023
The fear surrounding generative AI
The language surrounding generative technology can lead to anxiety and a bad reception among employees to LLMs and tools such as ChatGPT, Dall-E and Bard. Continue Reading
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News
06 Sep 2023
AI inference startup raises $110 million
Investors are betting on d-Matrix to be a long-lasting vendor in the AI hardware and compute market, despite Nvidia's leading status. The startup offers a low-cost option. Continue Reading
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Feature
29 Aug 2023
Q&A: How to start learning natural language processing
In this Q&A, 'Natural Language Processing in Action' co-author Hobson Lane discusses how to start learning NLP, including benefits and challenges of building your own pipelines. Continue Reading
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Feature
16 Aug 2023
Q&A: Expert tips for running machine learning in production
In this interview, 'Designing Machine Learning Systems' author Chip Huyen shares advice and best practices for building and maintaining ML systems in real-world contexts. Continue Reading
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Feature
16 Aug 2023
Compare machine learning vs. software engineering
Although machine learning has a lot in common with traditional programming, the two disciplines have several key differences, author and computer scientist Chip Huyen explains. Continue Reading
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News
02 Aug 2023
Microsoft, LexisNexis take partnership deeper with genAI
The cloud provider and the legal research giant plan to create points of integration within Word, Outlook and Teams, while minimizing the risks that come with LLMs. Continue Reading
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News
26 Jul 2023
AWS targets generative AI at NYC Summit
The tech giant updated its Bedrock Platform with new foundation models and a new foundation model provider. It also introduced new services for developers and health professionals. Continue Reading
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Feature
14 Jul 2023
How data quality shapes machine learning and AI outcomes
Data quality directly influences the success of machine learning models and AI initiatives. But a comprehensive approach requires considering real-world outcomes and data privacy. Continue Reading
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Tip
28 Jun 2023
Pros and cons of conversational AI in healthcare
Conversational AI platforms have well-documented drawbacks, but if they are regulated and used correctly, they can benefit industries such as healthcare. Continue Reading
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Definition
23 Jun 2023
machine teaching
Machine teaching is the practice of infusing context -- and often business consequences -- into the selection of training data used in machine learning (ML) so that the most relevant outputs are produced by the ML algorithms. Continue Reading
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Feature
20 Jun 2023
Tribe 9 Foods uses digital twin technology from AI startup
The food manufacturer saves time and money by using the startup's technology to gain insight into what consumers think about products it has released or is considering releasing. Continue Reading
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News
01 Jun 2023
Automation Anywhere infuses RPA platform with generative AI
The RPA vendor unveiled new features for its AI Success platform aimed at expanding the number of automation applications while providing users with a choice of cloud providers. Continue Reading
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News
30 May 2023
Nvidia's AI supercomputer garners support of Microsoft, Google
Nvidia details plans to deliver multiple AI supercomputers this year using its new GH200 Superchip. The new system is capable of delivering 1 exaflop performance. Continue Reading
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News
11 May 2023
Google's upgrade of AI chatbot Bard could change search
The tech giant added new features and opened Bard to 180 countries and territories. While its new chatbot seems like an experiment, it may herald the next search experience. Continue Reading
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Definition
11 May 2023
cognitive search
Cognitive search represents a new generation of enterprise search that uses artificial intelligence (AI) technologies to improve users' search queries and extract relevant information from multiple diverse data sets. Continue Reading
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Definition
09 May 2023
case-based reasoning (CBR)
Case-based reasoning (CBR) is an experience-based approach to solving new problems by adapting previously successful solutions to similar problems. Continue Reading
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News
25 Apr 2023
Deloitte targets specific industries with new AI offerings
The consulting firm introduced Quartz AI, a suite of services. Two offerings now available focus on the logistics, fleet routing, restaurant and customer service industries. Continue Reading
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News
21 Apr 2023
The effect of Reddit’s decision to charge for data use
The sprawling social media platform's decision to charge for the commercial use of data will not only affect AI vendors but also enterprises and consumers. Continue Reading
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News
20 Apr 2023
Google needs to ramp up AI-powered search to keep Samsung
The search giant faces tough challenges as it squares off against Microsoft and its newly re-emergent search engine powered by OpenAI's GPT technology. Continue Reading
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Definition
18 Apr 2023
cognitive modeling
Cognitive modeling is an area of computer science that deals with simulating human problem-solving and mental processing in a computerized model. Continue Reading
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Tip
04 Apr 2023
What do large language models do in AI?
To capitalize on generative AI, business IT leaders must understand the features of large language models. Continue Reading
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News
23 Mar 2023
Don't count out Google and its AI chatbot Bard from AI race
The tech giant may have been forced to respond as Microsoft and OpenAI dominate the generative AI market. However, it might still come out on top of its competitors. Continue Reading
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News
16 Mar 2023
DataRobot intros AI Platform 9.0, generative AI to come
With the new platform, the vendor aims to help enterprises focus not only on model performance but also on business performance. The vendor also unveiled key new partnerships. Continue Reading
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Definition
15 Mar 2023
image recognition
Image recognition, in the context of machine vision, is the ability of software to identify objects, places, people, writing and actions in digital images. Continue Reading
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News
09 Mar 2023
Startup's latest large language model rivals GPT-3
Jurassic-2 is the latest model from AI21 Labs. The model is the successor to Jurassic-1, which was trained on 178 billion parameters, 3 billion parameters more than GPT-3. Continue Reading
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News
24 Feb 2023
Meta's Llama enters the generative AI fray with ChatGPT, Bard
Trailing rivals Microsoft and Google, the Facebook parent company plunged into the surging large language model market with its own powerful interactive AI chatbot, Llama. Continue Reading
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Feature
16 Feb 2023
VR platform aims to give retailers entry into the metaverse
Through a partnership with SAP, Obsess integrated the e-commerce platform within its virtual stores to create an interface that engages young consumers. Continue Reading
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News
07 Feb 2023
ChatGPT bursts into Microsoft Bing as Google Bard rises
The AI search race heated up as Microsoft infused its struggling Bing search engine with OpenAI technology and Google introduced Bard, a lightweight version of its LaMDA chatbot. Continue Reading
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Feature
09 Dec 2022
Making avatars and metaverse technologies more mature
While a digital human is likely to capture the attention of enterprises, those interacting with the avatar see ways the virtual being can be improved to help humans. Continue Reading
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Tip
07 Dec 2022
Unlocking the potential of white box machine learning algorithms
Transparent, explainable machine learning algorithms have demonstrated benefits and use cases. Although white box AI is nascent and largely unknown, it's worth exploring further. Continue Reading
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Definition
22 Nov 2022
robotic surgery (robot-assisted surgery)
Robotic surgery is the use of computer technologies working in conjunction with robot systems to perform medical procedures. Continue Reading
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Definition
17 Nov 2022
social robot
A social robot is an artificial intelligence (AI) system that is designed to interact with humans and other robots. Continue Reading
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News
16 Nov 2022
Finding what differentiates Cerebras' AI supercomputer
The vendor's new technology enables organizations that might not have the money to build their own supercomputer to try the technology and see what they can accomplish with it. Continue Reading
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Definition
16 Nov 2022
PyTorch
PyTorch is an open source machine learning (ML) framework based on the Python programming language and the Torch library. Continue Reading
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Feature
08 Nov 2022
Augmentation a better approach than automation for AI
Fears that robots will replace human workers grow as technologists create new tools that imitate what humans do. Instead, industries should focus on using AI to complement humans. Continue Reading
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Feature
31 Oct 2022
James Earl Jones, AI and the growing voice cloning market
The growing text-to-speech and speech-to-speech market is sparking new enterprise applications. However, the technologies also raise concerns about privacy and misuse of the tools. Continue Reading
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Feature
31 Oct 2022
Why and when to consider a feature store in machine learning
Feature stores exist to make data for training machine learning models reusable. Explore both the benefits and challenges of feature stores that organizations can experience. Continue Reading
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News
21 Oct 2022
AI groups work to tune, release large language models
CarperAI, Scale AI and other research groups have partnered to deliver instruction-tuned language models as the NLP market grows. Continue Reading
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News
06 Oct 2022
Automation and digital assistants in a post-pandemic world
From the food industry to manufacturing and healthcare, enterprises are looking for more ways to enhance their businesses and scale their growth with digital automation. Continue Reading
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Feature
29 Sep 2022
Digital twin consortium accelerates growth of the technology
Through its working groups, the consortium helps organizations deal with challenges in managing systems and data related to the technology. The subgroups publish their findings. Continue Reading
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News
15 Sep 2022
Jabra provides sentiment analysis with first AI software
The new SaaS offering voice coaches agents and provides self-coaching assessments and personalized evaluations. The vendor also introduced two new headsets. Continue Reading