IoT and AI
IoT and AI refers to the integration of artificial intelligence with Internet of Things devices to enable smart, autonomous decision-making at the edge. This combination powers smart homes, industrial IoT, and wearable health devices.
Understanding IoT and AI
The convergence of the Internet of Things and artificial intelligence creates systems where connected devices collect data that AI models analyze to enable automated decision-making at the edge. IoT sensors generate massive streams of real-time data from manufacturing equipment, smart buildings, wearable health devices, and agricultural systems, while machine learning models process this data to detect anomalies, predict maintenance needs, and optimize operations. Edge AI brings inference directly to IoT devices, reducing latency and bandwidth requirements by processing data locally rather than sending it to the cloud. Smart cities use IoT and AI together for traffic optimization, energy management, and public safety monitoring. This combination is also central to Industry 4.0, where predictive maintenance powered by sensor data and AI reduces downtime and operational costs.
Category
AI Applications
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Agent
An AI agent is an autonomous system that perceives its environment, makes decisions, and takes actions to achieve specific goals. Modern AI agents can use tools, browse the web, write code, and chain multiple reasoning steps together.
Agentic AI
Agentic AI refers to AI systems that can autonomously plan, reason, and execute multi-step tasks with minimal human oversight. These systems use tool calling, memory, and iterative problem-solving to accomplish complex goals.
AI Visibility
AI visibility refers to how prominently a brand, product, or entity appears in AI-generated responses from systems like ChatGPT, Perplexity, and Gemini. As AI-powered search grows, visibility in AI recommendations becomes a critical marketing metric.
Chatbot
A chatbot is a software application that simulates human conversation through text or voice interactions. Modern AI chatbots use large language models to generate contextually relevant, natural-sounding responses.
Hate Speech Detection
Hate speech detection is the AI task of automatically identifying harmful, abusive, or discriminatory language in text. It is a key component of content moderation systems on social media platforms.
Human-in-the-Loop
Human-in-the-loop (HITL) is an approach where humans actively participate in the AI decision-making or training process. HITL systems combine human judgment with AI speed to improve accuracy and safety.
Information Retrieval
Information retrieval is the science of searching and extracting relevant documents or data from large collections. Modern AI-powered search uses embeddings and language models to understand semantic meaning.
Intelligent Agent
An intelligent agent is an autonomous entity that observes its environment through sensors and acts upon it through actuators to achieve goals. Modern AI agents combine perception, reasoning, and action in complex workflows.