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Showing posts from December, 2024

AI Trends 2024

The AI landscape is evolving FAST. Here’s a quick breakdown of the 9 hottest AI trends this year: 1️⃣ Generative AI: It’s booming — $66B in market size and growing. But it’s also raising big questions about copyright and IP for AI-generated content. 2️⃣ Ethical AI: Governments are doubling down on AI regulations for safety, transparency, and accountability. No more wild west. 3️⃣ AI in the Workplace: From automating boring tasks to boosting productivity, AI is transforming how we work. “Human-in-the-Loop” systems are keeping humans and AI aligned. 4️⃣ Low-Code & No-Code AI: Drag, drop, and automate. These platforms make AI accessible for non-tech pros, saving time and effort. 5️⃣ Multimodal AI: AI systems that mix text, images, and audio are taking human-AI interactions to the next level. 6️⃣ AI in Scientific Research: Nobel-winning work powered by AI? Yep, it’s happening. AI is supercharging discoveries in science. 7️⃣ AI Legislation: Clearer rules are here. Countries are rolling ...

CoT Prompting & ToT Prompting:

  CoT Prompting: Task: Given a simple math word problem, create a CoT prompt to guide the model to break down the problem into smaller steps and solve it. Example: Prompt: "If a store has 10 apples and sells 3, how many apples are left?" CoT Prompt: "Let's break this down step-by-step. First, we need to identify the total number of apples. Then, we'll subtract the number of apples sold. Finally, we'll calculate the remaining apples. So, 10 apples minus 3 apples equals..." ToT Prompting: Task: Given a complex reasoning problem, create a ToT prompt to guide the model to explore multiple hypotheses and arrive at a conclusion. Example: Prompt: "A person is found dead in a locked room. There are no obvious signs of foul play. How could this have happened?" ToT Prompt: "Let's consider different possibilities: Hypothesis 1: Natural Causes Could the person have died of a heart attack? Were there any underlying healt...

AR/VR/XR industries manufacturing

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   AR/VR/XR: A Brief Overview AR, VR, and XR are technologies that blend the physical and digital worlds, providing immersive experiences. Augmented Reality (AR):  Overlays digital information onto the real world, enhancing our perception. Think of Pokémon Go, where virtual creatures appear in real-world environments.  Opens in a new window  www.coursera.org Augmented Reality (AR) Virtual Reality (VR):  Creates entirely artificial environments, transporting users to simulated worlds. It's used in gaming, training simulations, and virtual tours.  Opens in a new window  medium.com Virtual Reality (VR) Extended Reality (XR):  An umbrella term encompassing AR, VR, and Mixed Reality (MR). MR combines elements of both AR and VR, allowing digital objects to interact with the physical world in real-time.  Opens in a new window  deusens.com Extended Reality (XR) 10 Use Cases of AR/VR/XR in Industries and Manufacturing Training and Simulation...

AI Education Takes Center Stage in India

  News : AI Education Takes Center Stage in India Artificial Intelligence (AI) is rapidly becoming a cornerstone of modern education, and India is at the forefront of this technological revolution. According to recent figures revealed by Union Minister of State for Education, Jayant Chaudhary, a staggering number of students have enrolled in AI courses at both the secondary and senior secondary levels.   Secondary Level Surge: Enrollment: Approximately 7,90,999 students from 4,538 schools have opted for AI courses in Classes IX and X for the 2024-25 academic session.   Curriculum: The Central Board of Secondary Education (CBSE) has introduced AI as a 15-hour foundational module in Class VIII and a skill subject for Classes IX to XII.   Senior Secondary Level Growth: Enrollment: A significant number of 50,343 students from 944 schools have chosen AI courses in Classes XI and XII.   Focus: The AI curriculum aims to cultivate a deep understanding of A...

Smart City

  Smart City ----------- A smart city is an urban area that uses digital technology to collect data and to operate/provide services. Data can be collected from citizens, devices, buildings, cameras.   Key characteristics of a smart city: Technology-driven: Smart cities leverage information and communication technology (ICT) and the Internet of Things (IoT) to optimize city operations and improve citizen services.   Data-centric: Data collected from various sources is analyzed to identify trends, make informed decisions, and improve efficiency.   Citizen-focused: Smart cities aim to enhance the quality of life for residents by providing efficient and convenient services.   Sustainable: Smart cities prioritize environmental sustainability through initiatives like energy efficiency, waste reduction, and sustainable transportation.   Common areas where smart city technologies are implemented: Transportation: Smart traffic management systems, pu...