AI Infrastructure
Top Stories
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News
06 Oct 2026
Reflection’s Beam model signals deepening split in global AI market
The U.S. startup holds an advantage in the open-weight market due to its funding and technology relationship with Nvidia. Continue Reading
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Video
02 Oct 2026
AI kill switch: Can we really shut down artificial intelligence?
The internet doesn't have an off switch -- why would we assume that AI does? In this episode, Richard Livingston discusses the concept of AI kill switches, the legislative landscape, and the technical challenges of controlling autonomous AI agents. Continue Reading
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Feature
21 Jan 2022
How cloud RPA is key to automation's future
Companies have traditionally used robotic process automation (RPA) as on-premises software but are now embracing cloud RPA as its business benefits are outweighing the drawbacks. Continue Reading
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News
19 Jan 2022
Nvidia releases updates to AI enterprise suite
The AI suite includes a full integration with Tanzu, giving enterprises the flexibility to run workloads on containers and VMs. The vendor also introduced two new servers. Continue Reading
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Feature
17 Nov 2021
Machine learning on microcontrollers enables AI
Using today's advanced AI systems to run machine learning on smaller devices like microprocessors offers benefits, but also limits, which experts are working to surmount. Continue Reading
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Feature
16 Nov 2021
How to build scalable edge AI systems
A look at the different challenges enterprises and vendors face in this new arena, and some of the different ways the merging technology can be applied, including in healthcare. Continue Reading
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News
15 Nov 2021
DataRobot introduces AI Cloud for Industries
The independent AI vendor has created a taxonomy for specific industries by building out its AI Cloud platform on which customers can take advantage of industry-specific services. Continue Reading
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News
09 Nov 2021
Nvidia intros AI Omniverse Avatar generator for enterprises
Nvidia CEO Jensen Huang, in a conference keynote, promotes a host of new and updated tools and technologies, highlighted by an AI avatar maker for enterprises. Continue Reading
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News
26 Oct 2021
Teradata and H2O.ai partner on multi-cloud platform
The partnership between the open source AI vendor and veteran data service provider demonstrates the emphasis enterprises are now placing on the data in their AI systems. Continue Reading
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Feature
14 Oct 2021
Google Cloud, Hologic use AI tools to fight cervical cancer
The tech giant and medical technology vendor are working together to make cervical cancer screening technology widely accessible to women everywhere and fight the disease. Continue Reading
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Feature
28 Sep 2021
Capitalizing on the many artificial neural network uses
Neural networks have many use cases. Businesses interested in using AI should consider both the challenges and potential gains of deploying neural nets. Continue Reading
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Feature
23 Sep 2021
SambaNova makes a mark in the AI hardware realm
The startup says it is innovating AI hardware systems with its data flow architecture that enterprises can use to be more efficient when processing large AI data sets. Continue Reading
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News
15 Sep 2021
DataRobot AI Cloud gives users multi-cloud capabilities
DataRobot unveiled its cloud, giving users access to technologies and applications the vendor obtained with a series of recent and older acquisitions. Continue Reading
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News
14 Sep 2021
AI hardware and software: The key to eBay's marketplace
At the AI Hardware summit 2021, an eBay exec discusses how its similarity system enables it to build an AI-driven marketplace for better latency and throughput. Continue Reading
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News
29 Jun 2021
Nvidia partners with Google Cloud to boost AI for 5G app dev
Nvidia continues its aggressive push into both the AI and 5G markets, partnering with Google Cloud to aid in development of AI apps for the data center to the edge. Continue Reading
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News
02 Jun 2021
Nvidia extends its AI reach with cloud development hub
Nvidia debuted a development platform to speed the development and delivery of AI projects, along with a monthly subscription plan that allows access to its DGX SuperPod servers. Continue Reading
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Feature
24 May 2021
Designing and building artificial intelligence infrastructure
Building an artificial intelligence infrastructure requires a serious look at storage, networking and AI data needs, combined with deliberate and strategic planning. Continue Reading
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Feature
14 May 2021
Addressing 3 infrastructure issues that challenge AI adoption
One of the biggest problems enterprises run into when adopting AI infrastructure is using a development lifecycle that doesn't work when building and deploying AI models. Continue Reading
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News
12 Apr 2021
Nvidia releases new AI software, hardware
Among the AI news from its virtual conference, Nvidia introduced a new DGX SuperPod, an Arm-based CPU, and the general availability of Jarvis, a conversational AI framework. Continue Reading
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News
30 Mar 2021
Cloudera Foundation merger to bring AI and data to nonprofits
The merger creates a program within the Patrick J. McGovern Foundation that will provide artificial intelligence technology and expertise to nonprofit organizations. Continue Reading
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News
05 Mar 2021
Samsung adds AI processor in memory to high-bandwidth memory
Samsung's new in-memory processing architecture brings compute capability to high-bandwidth memory to address data bottlenecks with AI and HPC workloads. Continue Reading
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Feature
04 Mar 2021
Edge AI brings new uses to IoT devices
A Lenovo executive describes AI at the edge, highlighting how this rapidly advancing technology unlocks new automations and capabilities within IoT devices. Continue Reading
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News
02 Mar 2021
Microsoft brings Azure AI to the edge with Azure Percept
Azure Percept includes software for building machine learning models or deploying pre-built models, as well as hardware to deploy the models at the edge. Continue Reading
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News
19 Feb 2021
Nvidia opens paid, instructor-led AI workshops to the public
While many technology vendors offer online courses on how to use their AI products, it still might not be enough to educate the global workforce. Continue Reading
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Feature
17 Feb 2021
Artificial general intelligence in business holds promise
While AGI in business remains unattainable today, truly intelligent systems, chatbots and predictive analytics are potential use cases enterprises should keep their eyes on. Continue Reading
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Feature
16 Feb 2021
Training GANs relies on calibrating 2 unstable neural networks
Understanding the complexities and theory of dueling neural networks can carve out a path to successful GAN training. Continue Reading
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Feature
03 Feb 2021
Automated speech recognition gives CX vendor an edge
An automated transcription service can help users train their sales staff and stop robocalls. A contact center software vendor included one for free in its platform. Continue Reading
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Feature
01 Feb 2021
Artificial general intelligence examples remain out of reach
Artificial general intelligence remains largely an aspiration goal of researchers, but as technologies advance, so too does the dream become more realistic. Continue Reading
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News
26 Jan 2021
Nvidia partners launch Nvidia-Certified Systems for AI
According to analysts, Nvidia-Certified Systems' launch is a shrewd move for Nvidia, as the vendor looks to cement its lead in the AI hardware marketplace. Continue Reading
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Feature
12 Jan 2021
Defining enterprise AI: From ETL to modern AI infrastructure
The promise of enterprise AI is built on old ETL technologies, and it relies on an AI infrastructure effectively integrating and processing loads of data. Continue Reading
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News
06 Jan 2021
Intel launches RealSense ID for facial authentication
Amid a surge of facial recognition technology systems from vendors, Intel introduces RealSense ID, a system that Intel claims can accurately and quickly identify human faces. Continue Reading
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Feature
28 Dec 2020
Conversation intelligence helps ChowNow meet online order demand
Using RingDNA, online food ordering platform ChowNow can automatically surface insights about what works in sales calls to better coach its sales staff. Continue Reading
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Feature
28 Dec 2020
Finding the balance between edge AI vs. cloud AI
Centralized cloud resources allow AI to continuously improve while edge AI allows for real-time decision-making and larger models. The best approach combines them. Continue Reading
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News
18 Nov 2020
New Nvidia, AMD GPUs deliver more memory and speed -- again
Nvidia and AMD each delivered much faster GPUs for data scientists and corporate IT shops investing in hardware to run AI and data intensive workloads. Continue Reading
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Feature
30 Oct 2020
Bayesian networks applications are fueling enterprise support
Cloud-based infrastructure has opened the door for enterprises to take advantage of the versatile predictive capability of Bayesian networks technology. Continue Reading
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News
29 Oct 2020
Intel will acquire model optimization startup SigOpt
Intel's acquisition of SigOpt, a startup vendor of an AI model optimization platform, will help accelerate Intel's AI software products for developers. Continue Reading
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News
08 Oct 2020
Nvidia Jarvis, new conversational AI tool, now in open beta
A speech recognition services vendor in Great Britain turned to Nvidia Jarvis, a new framework for creating conversational AI models on GPUs, to quickly build a product. Continue Reading
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News
08 Oct 2020
Nvidia adds DPUs to GPU lineup for artificial intelligence apps
Nvidia has rolled out a new chip technology that supplements its GPUs, along with a new development kit and architecture to create more capable AI-based applications. Continue Reading
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Feature
30 Sep 2020
Enterprise and home find use for intelligent virtual assistants
Intelligent virtual assistants have the capacity to augment employees, as well as improve convenience in homes, but only time will see their limitations resolved. Continue Reading
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News
14 Sep 2020
Nvidia, Arm deal creates AI, chip powerhouse
Nvidia's acquisition of U.K. chipmaker Arm, if approved by regulators, will greatly expand Nvidia's reach in the CPU market, especially in IoT and mobile devices. Continue Reading
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Feature
31 Aug 2020
Explore the foundations of artificial neural network modeling
Dive into Giuseppe Bonaccorso's recent book 'Mastering Machine Learning Algorithms' with a chapter excerpt on modeling neural networks. Continue Reading
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News
05 Aug 2020
Google Cloud, Harvard release COVID-19 Public Forecasts
Google Cloud, in partnership with the Harvard Global Health Institute, released public models that can predict new COVID-19 cases, deaths and hospitalizations 14 days out. Continue Reading
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Feature
31 Jul 2020
Applications of generative adversarial networks hold promise
Generative adversarial networks are tied to fake online content known as 'deepfakes,' but GANs can help data-poor enterprises supplement their data needs. Continue Reading
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News
31 Jul 2020
Intuit AI, knowledge engineering help power Aid Assist
The principal product manager at Intuit talks about the company's use of machine learning, natural language processing and knowledge engineering in its new Aid Assist tool. Continue Reading
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News
09 Jul 2020
DotData Stream enables real-time predictions at the edge
DotData opens the doors to new markets with DotData Stream, a new product that enables customers to create low-memory, low-latency models at the edge. Continue Reading
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Feature
30 Jun 2020
Artificial intelligence content writing ramps up publishing
To ease the burden that is associated with content production, AI in content production has been deployed to augment writers' work and to help monitor and measure post engagement. Continue Reading
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Feature
29 May 2020
Cloud computing for machine learning offers on-demand tools
Automated machine learning and MLaaS tools are now being developed for the cloud, and enterprises need better workflows and infrastructure to successfully integrate the technology. Continue Reading
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News
14 May 2020
Nvidia unveils A100 GPU for demanding AI workloads
Designed for demanding AI and data science workloads, Nvidia's new A100 processor is a powerhouse, but it's also power-hungry and high-heat-producing. Continue Reading
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News
14 May 2020
Intel makes new investments in AI startups
Intel reveals new investments in 11 startups focused on AI, automation and chip design as the tech giant ramps up its efforts in the AI hardware market. Continue Reading
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News
05 May 2020
IBM's Watson AIOps aims to help networks run smoothly
Launched during IBM Think 2020 amid the coronavirus pandemic, IBM's Watson AIOps aims to use AI to help CIOs more quickly and efficiently keep their networks running. Continue Reading
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News
30 Apr 2020
Nvidia finalizes Mellanox deal to boost AI products
The Nvidia acquisition of Mellanox will improve its GPU and AI infrastructure products, but it's not likely to give the company a significant edge in the competitive AI market. Continue Reading
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Feature
29 Apr 2020
AI and edge computing security
While boasting benefits such as reduced latency, edge computing can increase a company's vulnerability. Ensuring security is crucial to getting the most out of the technology. Continue Reading
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Feature
23 Mar 2020
Data center energy usage combated by AI efficiency
Though often forgotten by the general public, data centers account for 1% of the world's energy consumption. Explore what brought about data centers and how AI can be used to help mitigate their presence. Continue Reading
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Feature
28 Feb 2020
The AI accelerator chip can make AI accessible to all
Specialized AI chips released by companies like Amazon, Intel and Google tackle model training efficiently and generally make AI solutions more accessible. Continue Reading
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Feature
28 Feb 2020
Edge computing use cases led by autonomous cars and coffee bars
Edge computing can decrease latency times dramatically and has found its place in autonomous vehicles, manufacturing plants and retail. Continue Reading
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News
04 Feb 2020
Intel AI hardware roadmap shifts away from Nervana
Intel said it is ending development of its Nervana AI processors. The tech vendor will instead focus its efforts on its Habana Labs processors, which it acquired last year. Continue Reading
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News
29 Jan 2020
New IBM Power9 server adds Nvidia, Google chips for AI workloads
Big Blue rolled out another member of its IBM Power9 server family targeted at corporate users who are ready to move beyond the training phase of their AI projects to the deployment phase. Continue Reading
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News
16 Dec 2019
Intel acquisition of Habana Labs expected to enhance AI portfolio
By purchasing Habana Labs, an AI hardware startup, Intel now has a more diverse AI portfolio in a quickly growing multi-billion-dollar hardware market. Continue Reading
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Feature
05 Dec 2019
AI in networking helps keep systems running
Network administrators are increasingly using AI tools to help them manage the growing complexity of their network infrastructure, a task that's getting more complicated by the day. Continue Reading
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Feature
25 Nov 2019
How to build a neural network from the ground floor
Deep learning is powering the development of AI. To build your own neural network, start by understanding the basics: how neural networks learn, correlate and stack with data. Continue Reading
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Feature
25 Oct 2019
How to develop a successful, modern AI infrastructure
Before AI can revolutionize business processes or decision-making, companies need a strong foundation. These tools, platforms and applications help enterprises get started with AI. Continue Reading
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Feature
11 Oct 2019
3 intelligent process automation use cases and how they work
Enterprises are pursuing intelligent process automation to take their digital transformation and RPA applications to the next level. Here's a look at three use cases. Continue Reading
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Feature
10 Oct 2019
Deep learning and neural networks gain commercial footing
Deep learning and neural networks are picking up steam in applications like self-driving cars, radiology image processing, supply chain monitoring and cybersecurity threat detection. Continue Reading
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News
03 Oct 2019
Cornell Tech puts computer vision into practice on clothing
A team at Cornell Tech built a clothing recognition dataset, and recently turned to Samasource, which provides AI training data services, to annotate tens of thousands of images. Continue Reading
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Feature
27 Sep 2019
Is artificial general intelligence possible in our lifetime?
Artificial general intelligence aims to create a wide-reaching, common-sense AI that behaves in a human fashion, but researchers and experts are questioning its plausibility. Continue Reading
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Feature
17 Sep 2019
Serverless machine learning reduces development burdens
Getting started with machine learning throws multiple hurdles at enterprises. But the serverless computing trend, when applied to machine learning, can help remove some barriers. Continue Reading
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News
27 Aug 2019
Huawei AI processor helps complete vendor's AI portfolio
The Chinese technology vendor Huawei aims to speed up AI training times with the launch of a new processor in China and a new AI computing framework. Continue Reading
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Feature
22 Aug 2019
Choosing the right chip foundation for AI-optimized hardware
Every enterprise is trying to implement AI and machine learning. But, before AI, before clean data and before platform comparison, enterprises need to find the best hardware to support AI. Continue Reading
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Feature
25 Jul 2019
Augmented intelligence applications showing ROI, broad success
Enterprise uses have shown that utilizing augmented intelligence technology increases ROI, productivity and linear success as compared to general AI or AGI. Continue Reading
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Feature
12 Jul 2019
GPU analytics speeds up deep learning, other data insights
GPU-based systems have become a popular platform for deep learning applications, and they're now also being used to accelerate analysis of IoT and geospatial data. Continue Reading
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News
24 Jun 2019
Tellius joins Google Cloud Partner Program
Tellius is now part of the Google Cloud Partner Program, which enables it to integrate with Google BigQuery and Google Analytics in addition to using the Google Cloud Platform. Continue Reading
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News
20 Jun 2019
New Amax servers aim to accelerate AI and ML workflows
The Amax BrainMax Series servers feature the latest Nvidia RTX GPU accelerator cards for intensive GPU and AI applications and deep learning initiatives. Continue Reading
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Feature
19 Jun 2019
AI network security tool autonomously does microsegmentation
To ensure network security, a U.S. law firm has turned to automated network microsegmentation vendor Edgewise. The startup uses machine learning to deploy microsegmentation. Continue Reading
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Feature
22 May 2019
Computer vision tools reach into test, healthcare, security
Gaining a reputation as a viable technology in niche applications like X-ray scans, fingerprint matching and robotics, computer vision looks to mainstream, commodified apps. Continue Reading
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Feature
22 May 2019
AI at the edge spurs decentralization, IoT interconnectivity
As AI spreads into most enterprises, it's imperative that devices or programs can make immediate smart decisions. Localized AI at the edge is aiming to tackle the lag. Continue Reading
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News
20 May 2019
Abbyy TimelinePI acquisition boosts process intelligence
With its acquisition of process intelligence software startup TimelinePI, document capture vendor Abbyy streamlines its content analysis and NLP capabilities. Continue Reading
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Feature
13 May 2019
Top computer vision retail uses and how they enhance shopping
Computer vision technology can help retailers make shopping in stores faster and easier for customers, while also improving checkout accuracy and theft prevention. Continue Reading
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News
07 May 2019
Google's Cloud TPU v2, v3 Pods accelerate ML training
For the first time, Google Cloud TPU Pods are available in public beta, enabling machine learning developers and engineers to more quickly deploy and train models. Continue Reading
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Feature
02 May 2019
AI for knowledge management boosts information accessibility
Integrating AI for knowledge management systems builds intelligent searches. Enterprises benefit from streamlined, smart content platforms that make information accessible. Continue Reading
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News
19 Apr 2019
Machine learning on edge devices solves lack of data scientists
Enterprises are having a hard time hiring data scientists, who are scarce and high-priced. But as edge devices get smarter, they may not need them as badly. Continue Reading
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News
10 Apr 2019
New Google Cloud AI Platform unifies AI development tools
Google's newly unveiled AI Platform offers AI developers a collaborative environment to test, train and deploy machine learning and deep learning models. Continue Reading
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Feature
26 Mar 2019
Artificial intelligence creativity tools mimic human ability
Computational creativity seeks to understand and reproduce facets of human creativity. From songwriting to image creation, artificial intelligence creativity tools are on the rise. Continue Reading
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Feature
22 Mar 2019
RPA in banking gives fintech a competitive edge
RPA in banking is setting its sights on fintech and flexible banking to compete with traditional banking. Community banks still see hurdles despite potential to wield RPA. Continue Reading
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News
06 Mar 2019
Google AI division open sources GPipe neural network library
Google AI, the AI research and development team at Google, made GPipe a framework for building large-scale and accurate deep neural networks open source. Continue Reading
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Tip
28 Feb 2019
Perfect AI-defined infrastructure by analyzing your data center
Before implementing AI, evaluate your IT team and data storage center. Experts explain the fundamental elements of data storage required to tailor an AI-defined infrastructure. Continue Reading
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News
22 Feb 2019
Google Cloud Speech-to-Text, Text-to-Speech see upgrades
Google upgrades its cloud-based speech and text products with higher accuracy levels, new WaveNet voice options and support for several new languages. Continue Reading
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News
14 Feb 2019
IBM Watson OpenScale: AI control, monitoring for any cloud
OpenScale, a new IBM AI product, enables organizations to monitor their AI models. Global services provider KPMG is using OpenScale to help power its own AI monitoring tool. Continue Reading
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News
11 Jan 2019
Intel AI chip aims to boost inference for AI users
Adding to the Intel Nervana chip line, Intel and Facebook are expected to launch in the second half of 2019 a new processor designed to speed up inference. Continue Reading
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Feature
12 Dec 2018
Knowledge graph applications in the enterprise gain steam
As the maturity of knowledge graphs improves, enterprises are finding new ways to incorporate them into business operations, though stumbling blocks remain. Continue Reading
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Feature
23 Oct 2018
The steady evolution of RPA to intelligent automation
New technologies have led to new RPA types, as advances in AI, machine learning and natural language processing have evolved the original RPA tools of the 1990s. Continue Reading
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Feature
24 Sep 2018
Wayfair's computer vision technology gets your style
At Wayfair, the digital and physical worlds continue to converge thanks to computer vision and mixed reality tech, enabling customers to get a better feel for products before they buy. Continue Reading
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News
31 Jul 2018
Google's Edge TPU breaks model inferencing out of the cloud
Google's Edge TPU is a force multiplier to compete against the likes of Amazon, IBM and Microsoft, and to attract next-gen app developers. Continue Reading
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Feature
02 Jul 2018
GPU cloud tools take complexity out of machine learning infrastructure
While talk of AI on GPUs is abuzz, actually building a machine learning infrastructure remains a dark art. A startup's PaaS is looking to automate parts of the process. Continue Reading
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Podcast
26 Jun 2018
Computer vision technology helps Trulia link buyers to homes
In this podcast, Trulia's vice president of engineering discusses the importance of computer vision applications to the website's overall goal of helping buyers find homes. Continue Reading
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Feature
06 Jun 2018
Generative adversarial networks could be most powerful algorithm in AI
The emergence of generative adversarial networks has been called one of the most interesting successes in recent AI development and could make AI applications more creative. Continue Reading
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Buyer's Guide
22 May 2018
A complete guide to buying an enterprise AI infrastructure
Take a deep dive into the AI infrastructure market and learn about the vendors, products and strategies necessary to any successful enterprise AI initiative. Continue Reading
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News
18 May 2018
New Intel toolkit OpenVINO supports deep learning on CPUs
A new developer kit from Intel seeks to lower the bar for doing deep learning on CPUs and other types of chips to extract more intelligence from video. Continue Reading
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Feature
11 May 2018
A look at the leading artificial intelligence infrastructure products
The artificial intelligence infrastructure market is young and varied, with enterprise AI vendors offering everything from cloud services to powerful, and expensive, hardware. Continue Reading
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Feature
07 May 2018
Limitations of neural networks grow clearer in business
AI often means neural networks, but intensive training requirements are prompting enterprises to look for alternatives to neural networks that are easier to implement. Continue Reading
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Feature
27 Mar 2018
Artificial intelligence in business strategies, uses
SearchEnterpriseAI delivers news, tips and strategic advice on applying artificial intelligence technologies in the enterprise to improve products, services and operations. Continue Reading
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Tip
05 Feb 2018
Artificial intelligence data storage planning best practices
AI storage planning is similar to the storage planning you're used to: Consider capacity, IOPS and reliability requirements for source data and the application's database. Continue Reading
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Quiz
22 Jan 2018
Gauge your knowledge of cloud providers' AI technologies
As enterprise interest grows, major cloud providers continue to unveil machine learning and AI services. See how much you know about their offerings with this brief quiz. Continue Reading