UH Responsible AI Governance Key Steps Discussion – Description
Share your thoughts/takeaways from the article attached. Read the article and share your views and opinions. Not simply agree or disagree. AI:
What’s AI? According to ChatGPT:
“AI stands for Artificial Intelligence. It refers to the simulation of human intelligence in machines that are programmed to perform tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and problem-solving. AI systems are designed to learn, adapt, and improve their performance over time without explicit programming.
There are various types of AI, including:
Narrow AI: This type of AI is designed for specific tasks and has a limited scope. It excels in a particular domain, such as voice assistants, image recognition systems, or recommendation algorithms.
General AI: General AI refers to a system that possesses human-level intelligence and can understand, learn, and apply knowledge across various domains. General AI, also known as strong AI or AGI (Artificial General Intelligence), is still largely hypothetical and remains a topic of ongoing research.
Machine Learning: It is a subset of AI that focuses on algorithms and statistical models that enable machines to learn from data and make predictions or decisions without being explicitly programmed. Machine learning algorithms can recognize patterns, extract insights, and improve performance over time.
Deep Learning: Deep learning is a subfield of machine learning that uses neural networks with multiple layers to process and understand complex patterns in data. Deep learning has achieved significant advancements in areas such as image and speech recognition.
Reinforcement Learning: Reinforcement learning involves training AI agents through interactions with an environment. The agents receive feedback in the form of rewards or penalties based on their actions, allowing them to learn optimal strategies and make decisions accordingly.
AI has applications in various fields, including healthcare, finance, transportation, robotics, customer service, and more. Its potential impact on society is vast, with both benefits and ethical considerations that need to be carefully addressed.”
AI has become a hot topic due to recent development in AI; many (including Elon Musk) raised concerns about potential risks associated with AI and requested a pause in Open AI research in certain areas.
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