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Once the AI bubble pops, we'll all suffer. Could that be better than letting it grow unabated?

The Guardian

If AI takes over many jobs, how will people make a living? If AI takes over many jobs, how will people make a living? Once the AI bubble pops, we'll all suffer. Could that be better than letting it grow unabated? The Guardian's journalism is independent.


Planning with affordances: Integrating learned affordance models and symbolic planning

Mangannavar, Rajesh

arXiv.org Artificial Intelligence

Intelligent agents working in real-world environments must be able to learn about the environment and its capabilities which enable them to take actions to change to the state of the world to complete a complex multi-step task in a photorealistic environment. Learning about the environment is especially important to perform various multiple-step tasks without having to redefine an agent's action set for different tasks or environment settings. In our work, we augment an existing task and motion planning framework with learned affordance models of objects in the world to enable planning and executing multi-step tasks using learned models. Each task can be seen as changing the current state of the world to a given goal state. The affordance models provide us with what actions are possible and how to perform those actions in any given state. A symbolic planning algorithm uses this information and the starting and goal state to create a feasible plan to reach the desired goal state to complete a given task. We demonstrate our approach in a virtual 3D photorealistic environment, AI2-Thor, and evaluate it on real-world tasks. Our results show that our agent quickly learns how to interact with the environment and is well prepared to perform tasks such as "Moving an object out of the way to reach the desired location." In real-world environments, the ability to come up with multi-step plans for a particular task is an important skill for an intelligent agent. Moreover, it is equally important that the agent be able to interact with the environment to execute this plan. For example, for efficient navigation of an environment, the agent must generate multi-step plans, including navigating through different rooms while clearing out any objects blocking the path. However, the agent must also be able to interact with the environment correctly for actions such as opening the door or picking up an object that is blocking the way.


The three types of Artificial Intelligence: a glimpse into the future

#artificialintelligence

Whether in process automation, healthcare, consumer assistance, autonomous driving, or many other applications, AI is already transforming many areas of our daily lives. However, to maximize the benefits and minimize the risks of AI, it is important to understand its main types and future prospects. Artificial Intelligence (AI) is the term used to describe the ability of a machine to perform cognitive processes. Currently, AI encompasses a wide range of computer programs capable of performing tasks similar to human cognition, such as learning, vision, logical reasoning, and more. Today, AI is widely used by companies and consumers due to its many advantages.


Understanding Artificial Intelligence: A Beginner's Guide

#artificialintelligence

Artificial Intelligence (AI) is a rapidly growing field that has already begun to transform the world we live in. From healthcare to finance, manufacturing to transportation, AI is making its presence felt in almost every aspect of our lives. However, many people are still unsure of what AI is, how it works, and what its potential impact on society may be. In this blog, we will provide a comprehensive guide to understanding AI for beginners. AI is the simulation of human intelligence in machines that are programmed to learn from data and perform tasks that typically require human cognition, such as visual perception, speech recognition, decision-making, and language translation.


7 advanced humanoid robots in the world

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Humanoid robots are advanced robots that are designed to look and move like humans. They are often equipped with sensors and cameras that allow them to recognize human faces and emotions, respond to voice commands and carry out conversations. Humanoid robots can be programmed to perform a wide range of tasks, such as assisting humans in daily activities, working in manufacturing plants, providing healthcare services, and performing search and rescue operations in hazardous environments. Compared to conventional robots, humanoid robots provide a number of benefits. One of their main advantages is that they can communicate with people in a more intuitive and natural way.


Let the AI Coding Wars Begin!

WIRED

The big news this week was a call from tech luminaries to pause development and deployment of AI models more advanced than OpenAI's GTP-4--the stunningly capable language algorithm behind ChatGPT--until risks including job displacement and misinformation can be better understood. Even if OpenAI, Google, Microsoft, and other tech heavyweights were to stop what they're doing--and they're not going to stop what they're doing--the AI models that have already been developed are likely to have profound impacts, especially in software development. It might not look like a regular business deal, but Alphabet's agreement to supply AI to Replit, a web-based coding tool with over 20 million users, is something of a seismic shift. Replit will use Google's AI models, along with others, in Ghostwriter, a tool that recommends code and answers code-related questions in a manner similar to ChatGPT. Amjad Masad, Replit's CEO, tells me that Google has "super cool technology" and that his company can get it into the hands of developers.


Artificial Intelligence vs Natural Intelligence - Twitcherr

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Artificial intelligence (AI) and natural intelligence (NI) are two types of intelligence that exist in the world. NI is the intelligence that humans possess, while AI is the intelligence that machines possess. These two types of intelligence are often compared, and there is much debate about which one is better. In this article, we will explore the differences between AI and NI and their respective advantages and disadvantages. AI is a branch of computer science that focuses on creating machines that can perform tasks that would typically require human intelligence.


Look at the greatest expansion of Artificial Intelligence - MindStick

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Artificial Intelligence (AI) is a field of computer science that focuses on creating intelligent machines that can perform tasks that typically require human intelligence, such as understanding natural language, recognizing objects and patterns, and making decisions. In recent years, AI has experienced its greatest expansion, with advances in machine learning, deep learning, natural language processing, and computer vision leading to unprecedented capabilities in AI-powered systems. In this blog post, we'll take a look at the greatest expansion of AI and the key developments that have made it possible. Machine learning is a subfield of AI that enables computers to learn from data without being explicitly programmed. Instead, machine learning algorithms can analyze large amounts of data and identify patterns and relationships that can be used to make predictions or decisions.


Smart Systems, Inc.

#artificialintelligence

Artificial intelligence (AI) is a rapidly growing field that has captured the attention of scientists, engineers, business leaders, and policymakers worldwide. It refers to the development of computer systems that can perform tasks that typically require human intelligence, such as learning, problem-solving, perception, and decision-making. AI has the potential to transform various industries and sectors, including healthcare, transportation, education, manufacturing, and finance, among others. In this article, we will explore the importance of artificial intelligence in the future and its potential benefits and challenges. One of the most significant advantages of artificial intelligence is its ability to automate routine and repetitive tasks, allowing humans to focus on more complex and creative work.


Smart Systems, Inc.

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Drones have rapidly emerged as a disruptive technology in various fields, including agriculture, construction, and delivery services, among others. With the integration of Artificial Intelligence (AI), drones have become even more versatile, efficient, and accurate in performing complex tasks. AI algorithms enable drones to perform tasks such as object recognition, navigation, and data analysis with greater speed and accuracy. This technology has opened up new possibilities for drone applications, leading to its increasing adoption across various industries. We will delve into the various AI algorithms used in drone technology and examine how they enable drones to perform tasks such as autonomous flight, object detection, and obstacle avoidance.