Tag

how-ai-works

15 articles tagged “how-ai-works”.

What is Deep Learning? A Look Inside the AI Brain

Deep learning is a subfield of machine learning based on artificial neural networks with many layers (hence "deep"). Unlike traditional machine learning, which requires human guidance to identify

ai-interpretabilityblack-box-aideep-learning
Why Do AIs Make Things Up? Understanding the 'Hallucination' Phenomenon Further

You ask an AI chatbot for a summary of a historical event, and it confidently tells you about the "Great Molasses Flood of 1919 in Chicago." There's just one problem: while the Great Molasses Flood

ai-accuracyai-hallucinationsai-limitations
Emergent Abilities in LLMs: True Intelligence or Clever Tricks?

Something strange happens when language models grow large enough. They suddenly demonstrate abilities nobody explicitly taught them - solving math problems, writing code, exhibiting what looks like

ai-capabilitiesemergent-abilitieshow-ai-works
What Are AI Hallucinations and Why Do They Matter?

You ask an AI for a simple fact, and it responds with complete confidence - except what it tells you never happened. Welcome to the strange world of AI hallucinations, where sophisticated language

ai-accuracyai-hallucinationsai-limitations
Memory in AI Agents: How Digital Assistants Remember and Forget

Imagine trying to help someone plan a vacation, but every few minutes you forget everything about their preferences, budget, and what you've already searched. This is the fundamental challenge AI

ai-agentsai-memorycontext-windows
The Agentic Loop: How AI Thinks, Plans, and Acts

When you ask an AI agent to book a restaurant, something remarkable happens. Unlike a simple chatbot that just responds with words, the agent begins a cycle of thinking and acting that mirrors human

agentic-loopai-agentsautonomous-ai
Positional Encoding: How AI Keeps Track of Word Order

"Time flies like an arrow; fruit flies like a banana." This classic joke works because word order completely changes meaning. But here's a puzzling fact: modern AI systems process all words

deep-learninghow-ai-worksnatural-language-processing
What is an API? The Bridge Between AI and the Real World

When AI agents book your flights or check the weather, they're not magically accessing hidden databases. They're using APIs - Application Programming Interfaces - the same tools that power almost

ai-agentsapisautomation
The Scaling Laws: Why Bigger AI Models Keep Getting Smarter

There's a surprising pattern in AI development that sounds almost too simple to be true: make the model bigger, feed it more data, and it gets predictably smarter. Not just a little smarter -

deep-learningemergent-abilitieshow-ai-works
In-Context Learning: How AI Learns Without Being Retrained

Here's something that might blow your mind: modern AI can learn new tasks without changing a single parameter in its neural network. No retraining, no updates, no modifications. Just by reading a few

few-shot-learninghow-ai-worksin-context-learning
What Are Large Language Models?

Large Language Models, or LLMs, have become the talk of the tech world. But strip away the hype and jargon, and what exactly are these systems that seem to write, chat, and create with almost

ai-basicshow-ai-workslarge-language-models
Pre-training vs Fine-tuning: How AI Really Learns

When you interact with a modern AI chatbot, you're talking to something that learned in two distinct phases - like a student who first gets a broad education, then specializes in their chosen field.

ai-trainingfine-tuninghow-ai-works
Attention Is All You Need: The AI Mechanism That Changed Everything

In 2017, a group of researchers published a paper with an audacious title: "Attention Is All You Need." They weren't talking about human attention spans or social media. They were describing a

attention-mechanismdeep-learninghow-ai-works
What Are Tokens? The Building Blocks of AI Language

When you type a message to an AI chatbot, something fascinating happens before it even starts thinking about your question. Your words get broken down into smaller pieces called tokens - the

context-windowshow-ai-worksnatural-language-processing
The Ultimate Translator: How AI Learned to Read Everything at Once

Most people think AI reads like we do - word by word, left to right. But Transformers, the technology behind modern AI chatbots, work completely differently. They learned to see entire conversations

attention-mechanismdeep-learninghow-ai-works