AI & Data Best Practices How do you plan an AI project? AI projects can be challenging, daunting, and scary, especially if you’ve never run an artificial intelligence or machine learning project before. Fortunately, there are proven, best practices approaches to running Artificial intelligence projects. How many Steps are in the Stepwise Approach to …
AI & Data Best Practices Following a step-by-step repeatable, documented, and iterative approach will ensure project success. These steps provide an AI project template that provides guidance on each phase in development and provides an agile, flexible approach that allows you to iterate your project as needs change or you develop experience with AI systems. …
A Step-by-Step Approach to Running AI and Machine Learning Projects Read More »
Many of the existing ethical AI frameworks currently released by government agencies, corporations, multi-stakeholder organizations and non-profit groups are lacking in different aspects of their ethical AI frameworks. As such, Cognilytica is releasing for general usage a template for ethical AI frameworks that can serve as a basis for individual organization AI implementations or as …
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Machine learning is powering most of the recent advancements in artificial intelligence including autonomous systems, computer vision, natural language processing, predictive analytics, and a wide range of applications among the seven patterns of AI. However, in order for these systems to be able to create accurate generalizations, these machine learning systems must be trained on …
While the terms Digitization, Digitalization, and Digital Transformation might seem to be referring to the same things, they actually embody three different concepts of bringing non-digital aspects of the organization into a digital state. In this infographic from Cognilytica we dig deeper into the differences between these three terms. Related Links:
Machine Learning Model Operationalization Management, referred to as “MLOps”, is focused on the lifecycle of model development and usage, machine learning model operationalization, and deployment. Cognilytica recently published a report on this topic that examines the ML Operationalization Management market. In this infographic we highlight key findings from the report. Relevant Links: ML Model Management …
The food industry has been embracing AI for many food processing related tasks. AI is now able to help chefs develop new favor profiles and recipes. Computer vision technologies are able to ensure workers are following food safety protocols and can detect violations in real time. Robots are being used to help sort produce and …
Achieving Common Sense with AI is hard however people have been trying to do this for many years. Cyc, the longest running AI project has been addressing common sense for 36 years. In this infographic from Cognilytica we share various ways that researchers and companies are trying to achieve common sense for AI and ways …
Infographic: Where are we with Common Sense and Machine Reasoning? Read More »
Companies of a wide range of sizes and industries are increasingly gaining value from content intelligence. The use cases for content intelligence are broad and span many industries with content intelligence increasingly being leveraged across a range of automation platforms including robotic process automation (RPA) or business process management (BPM). Companies that apply content intelligence …
The pace of worldwide adoption continues to accelerate. Not only are companies and researchers competing with each other for advantage in the world of artificial intelligence and machine learning, so too are entire countries. As such, countries need to figure out what laws and regulations should be put in place to help manage this new …
The race for competitive advantage in artificial intelligence (AI) is not just the domain of companies and organizations. Countries vie with each other for dominance in the space of AI as well. In this infographic we share key findings from Cognilytica’s Worldwide Country AI Strategies and Competitiveness 2020 report. Relevant Links: Worldwide Country AI Strategies …
Infographic: Worldwide Country AI Strategies and Competitiveness 2020 Read More »
One of the challenges that artificial intelligence has been increasingly capable of addressing is machine translation — the process of using an artificial intelligence to translate from one human language to another. In this inforgraphic we share some of the benefits that machine translation can provide. Relevant Links: Top Machine Translation Startups Dispelling the myths …
Artificial intelligence (AI) continues to gain traction worldwide in a range of applications and usage scenarios. However, AI is still in the early part of the “early majority” phase with many organizations sitting on the sidelines waiting for do-or-die reasons to implement AI. In reality, global adoption of AI is strong, especially when looking past …
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Garbage in is garbage out in computing, and it is especially the case with regards to machine learning data. In this infographic from Cognilytica we go over key insights and figures from the recent Data Preparation & Labeling for AI 2020 Report including the fact that data labeling is expensive, humans are still needed for …
INFOGRAPHIC: Data Preparation & Labeling for AI 2020 Read More »
AI technologies have the ability to transform and influence the lives of many people. Because of this, governments around the world are seeing AI as a strategic advantage. From AI enabled chatbots to help citizens with a variety of services, to helping automate repetitive tasks and processes, easing traffic, or helping manage exports AI is …
AI is beginning to be adopted in the medical field for a variety of use cases and one of these use cases is help with medical imaging. In this infographic Cognilytica explores various ways that AI is augmenting medical professionals and medical imaging. Relevant Links: AI in Medical Imaging Artificial intelligence in medical imaging: threat …
INFOGRAPHIC: How AI is being applied to Medical Imaging Read More »
The energy sector is seeing an increase in investment for from both public and private funds to help in a variety of ways. It’s helping to enhance smart grid technology and infrastructure, helping automate various tasks, increase efficiency when it comes to energy usage, and more. In this infographic Cognilytica explores various ways that AI …
Document ID: CGWP109 | Last Updated: January 2, 2020 Artificial intelligence has been around for many decades, and as such, is not a new concept to the government, military, and defense industries. In fact, many of the first early advances in AI came out of military applications and defense funding[1], with funding originating from Defense …
White Paper: Predictive Analytics & Predictive Maintenance with AI Read More »
AI is increasingly finding its way in network operations. Network administrators are applying AI in networking infrastructure to make these complex environments more manageable. From the automation of network management, to help with network monitoring, or spotting anomalies in network traffic, AI is playing a bigger role in network operations. This infographic from Cognilytica explores …
Adding AI for knowledge management solutions can help employees easily find and use relevant information, get instant answers to questions, improve real-time decision-making and accelerate response time to customers. In this infographic Cognilytica explores various ways AI is enhancing knowledge across the organization. Related Links: AI, Navy, and the OODA Loop: Interview with Mark Logic …
AI is impacting the travel and hospitality industries in profound ways. In this infographic, Cognilytica explores how AI, machine learning, and cognitive technologies are changing the overall travel experience, assist with travel disruption, create hyperpersonalized offers, and more. Relevant Links: Luminoso Briefing Note AI in hospitality industry helps smooth travel turbulence Data Science and AI …
INFOGRAPHIC: 4 ways AI is being used in Travel and Hospitality Read More »
AI technologies have the ability to transform and influence the lives of many people. AI transform the way we work, interact with each other and travel between locations. Because of this, governments around the world are seeing AI as a strategic advantage. In this infographic Cognilytica explores various ways that governments are adopting AI from …
Consumer Packaged Goods (CPG) are used in our everyday lives. CPG brands are finding that they need to get more creative in the battle for market share. AI is enabling these companies in a variety of ways. From creating hyperpersonalized offerings with customers, engaging with customers in creative approaches, or optimizing trade promotions, AI is …
Generative Adversarial Networks (GANs) are capable of some amazing AI feats. They can create images that look realistic, even though they aren’t real. The uses for GANs are broad, but what has been getting news has been the ability to create fake images of people or put images of real people in places they shouldn’t …
INFOGRAPHIC: Generative Adversarial Networks (GANs) for Good Read More »
Cognilytica recently published their Voice Assistant Benchmark 2.0 where they evaluated the intelligence and knowledge graph capabilities of four voice assistants: Amazon Alexa, Google Assistant (Home), Apple Siri, and Microsoft Cortana. We want to know — just how intelligent is the AI back-end? This infographic highlights some of the questions we asked the Voice Assistants. …
INFOGRAPHIC: Are You Smarter than your Voice Assistant? Read More »
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