Category: Current Trends in Artificial Intelligence
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KEY TERMS
Black box AI: The AI program that is not able to explain decisions. Responsible AI: An AI system that is explainable, monitorable, reproducible, secure, human-cantered, unbiased and justifiable. Faceswap video blackmailing: Blackmailing people with morphed images and/or videos. Ethical AI system: An AI system that solves a particular problem, uses unbiased data and is trained using the right learning…
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PROGRAMMER’S ZONE
Lobe is a free, easy-to-use Microsoft desktop application that allow users to build, manage and use custom machine learning models. Once created, these models can be directly uploaded to AI Builder for use with Power Apps and Power Automate. Step 1: Download and Install Microsoft Lobe. Step 2: Add and Label Images in Lobe. For this, click…
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Recent Trends in AI
In this section, we will read about some latest trends in AI. Extensive research is being done in the terms discussed here. 8.4.1 Collaborative Systems These days, a lot of research is being done to develop collaborative systems in which humans and machines (with AI) can become effective partners by overcoming each other’s limitations and…
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Robotics
We have read that robot is a programmable machine that can complete a task. Correspondingly, the term robotics is the study focused on designing, developing and programming physical robots which are able to interact with the physical world and automate one or more tasks. Each robot has a different level of autonomy varying from human-controlled…
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AI as a Service (AIaaS)
In artificial intelligence as a service (AIAAS), companies use off-the-shelf AI tools to implement and scale AI techniques at a very low price as compared to building a complete in-house AI system. When a software is provided as a service across the network, it usually uses cloud computing. Similarly, the idea of providing AI services…
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AI and Ethical Concerns
We know that ethics define the discipline that deals with moral obligations and duties of humans. Correspondingly, ethics of AI deals with ethics specific to robots and other artificially intelligent beings. These ethics can be divided into two groups. FIGURE 8.1 Trusted AI principles The bigger concerns are as follows: AI is basically data + mathematical…