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The Singularity

The event horizon of intelligence.

The Origins
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Ada Lovelace

Charles Babbage

Analytical Engine

Alan Turing

Turing Machine

Enigma

Logic Theorist

Dartmouth 1956

Symbolic AI

LISP

Expert Systems

ELIZA

John McCarthy

Marvin Minsky

GOFAI

Chess Engines

Deep Blue

Neural Revolution
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Perceptron

Frank Rosenblatt

XOR Problem

AI Winter

Backpropagation

Geoffrey Hinton

Yann LeCun

CNNs

MNIST

ImageNet

AlexNet

GPU Computing

DeepMind

AlphaGo

Reinforcement Learning

TensorFlow

PyTorch

Generative Era
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Attention Mechanism

Transformers

BERT

GPT-1

GPT-3

OpenAI

Large Language Models

Diffusion Models

DALL-E

Midjourney

Stable Diffusion

Prompt Engineering

Chain of Thought

Multimodal AI

Copilot

Agents

RAG