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AI · आर्टिफ़िशियल इंटेलिजेंस

Artificial intelligence, explained simply

24+ free explainersVisual lessons on requestLanguage and level options

Artificial intelligence has gone from research labs to your phone in a few years, but how it works is rarely explained plainly. A large language model doesn't look answers up; it predicts the next word based on patterns learned from huge amounts of text. A neural network isn't a digital brain; it's layers of simple maths whose numbers are nudged, millions of times, until the outputs get better. Know.it's AI lessons animate those ideas step by step, so you understand what these systems can and can't do.

This page collects our free AI explainers: the difference between AI, machine learning and deep learning; how neural networks train; how LLMs such as ChatGPT generate text; computer vision and speech recognition; prompt engineering and AI agents; and the bigger questions around artificial general intelligence. Comparisons untangle the terms people use interchangeably.

Know.it also offers visual lessons on request using available credits or plan allowance; saved and public lessons can be reused. Ask anything about AI and learn it in English, Hindi, Marathi, Tamil, Telugu, Hinglish and Minglish, depending on your plan and selected lesson options.

Ask anything about AI

New visual lessons use your available allowance or credits. Written guides and Public Library replays are free.

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What is…? AI explainers

Free written definitions, key facts and FAQs

What is artificial intelligence?

Artificial Intelligence · Free written explainer

What is machine learning?

Artificial Intelligence · Free written explainer

What is a large language model?

Technology · Free written explainer

What is a neural network?

Technology · Free written explainer

What is deep learning?

Technology · Free written explainer

What is prompt engineering?

Technology · Free written explainer

What is an AI agent?

Technology · Free written explainer

What is computer vision?

Artificial Intelligence · Free written explainer

What is natural language processing (NLP)?

Artificial Intelligence · Free written explainer

What is artificial general intelligence (AGI)?

Artificial Intelligence · Free written explainer

What is a chatbot?

Technology · Free written explainer

How does it work? AI step by step

The mechanism, one step at a time

How do large language models work?

Artificial Intelligence · Free written explainer

How does machine learning work?

Technology · Free written explainer

How does a neural network learn?

Technology · Free written explainer

How does a chatbot work?

Technology · Free written explainer

How does a recommendation algorithm work?

Technology · Free written explainer

How does machine translation work?

Artificial Intelligence · Free written explainer

How do AI image generators work?

Technology · Free written explainer

How is an AI model trained?

Technology · Free written explainer

Why do AI chatbots make things up?

Technology · Free written explainer

AI comparisons

Commonly confused ideas, side by side

AI vs. Machine Learning: What's the Difference?

Artificial Intelligence vs Machine Learning · Side by side

Deep Learning vs. Machine Learning: What's the Difference?

Deep Learning vs Machine Learning · Side by side

Neural Network vs. Deep Learning: What's the Difference?

Neural Network vs Deep Learning · Side by side

Machine Learning vs. Deep Learning: What's the Difference?

Machine Learning vs Deep Learning · Side by side

Key areas of AI

Where to start, and what each area covers.

AI: frequently asked questions

Do I need coding or maths knowledge to learn about AI here?
No. The lessons explain AI concepts with visuals and everyday analogies. If you want the maths, choose the advanced level.
How does ChatGPT work, in one sentence?
It's a large language model trained on vast amounts of text to predict the most likely next word, then fine-tuned with human feedback to follow instructions and be helpful.
What's the difference between AI, machine learning and deep learning?
AI is the broad goal of intelligent machines. Machine learning is one way to get there — learning from data. Deep learning is a kind of machine learning that uses many-layered neural networks.
Can I learn about AI in Hindi or Hinglish?
Yes. Every lesson can be narrated in Hindi, Marathi, Tamil, Telugu, English, Hinglish or Minglish, with technical terms kept in English.
Are the AI lessons free?
Explainers are free to read, and Public Library lessons are free to watch. Try one new lesson without an account, then sign in for 3 free credits daily and 5 one-time starter credits. Daily credits refresh at midnight IST without rollover. Further new lessons use 1–3 credits or an active Plus or Premium pass, subject to daily limits.