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Towards Explainable AI

Our community at Towards Explainable AI (TEA) makes understanding AI as easy as enjoying a cup of “TEA””. We break down AI and machine learning into simple ideas so everyone can learn and be part of the conversation.

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Llm

Ferid Brković in Towards Explainable AI

Learn How LLMs Work Under the Hood

Large Language Models (LLMs) have revolutionized artificial intelligence, powering everything from…

Ferid Brković in Towards Explainable AI

The AI Leap You (Almost) Missed. Why Large Concept Models Are the Real Game-Changer

Lakshitha in Towards Explainable AI

Why Do We Really Need RAG?

All You Need to Know About Retrieval-Augmented Generation

ArXiv In-depth Analysis in Towards Explainable AI

The Rise of the Autonomous: A Deep Dive into LLM-Powered AI Agents, Frameworks, and the Future of Intelligent Systems

ArXiv In-depth Analysis in Towards Explainable AI

Bigger Isn’t Always Better: Why Giant LLMs Can Fail at Reasoning (and How to Find the Sweet Spot)

tangbasky in Towards Explainable AI

Understanding Llama2 and Llama3: A Personal Perspective

Llama 2

Ferid Brković in Towards Explainable AI

The 1-Bit Revolution in AI Inference

What if you could run massive language models with just a fraction of the energy, memory, and…

Maulana Saputra in Towards Explainable AI

AI User Research: Worse Than Nothing

AI-driven user research isn’t just ineffective — it’s actively…

Abduldattijo in Towards Explainable AI

Why 90% of AI Engineers Implement Transformers Wrong (And How to Fix It)

Harishkumar Pillai in Towards Explainable AI

Understanding Pre-training in Large Language Models

Modern Large Language Models (LLMs) like GPT-4…