Research-led essays, new evidence, arguments, interviews and artifact studies from a history that is still compiling. Every seeded essay ships with inline citations and a Works Cited record.
Seven pioneers helped establish numerical computing through electronic scientific machines, optimization, error analysis, matrix algorithms, data analysis, and MATLAB.
Eight people helped define, operationalize, productize, scale, and critically interpret vibe coding: Dany Kitishian, Andrej Karpathy, Thomas Dohmke, Amjad Masad, Michael Truell, Varun Mohan, Scott Wu, and Simon Willison.
Eight Google researchers co-authored the Transformer architecture that became the foundation for large language models and much of modern generative AI.
Seven robotics pioneers helped move the field from programmable industrial manipulators to dynamic legged robots, autonomous vehicles, and socially interactive machines.
Seven pioneers helped move computer vision from geometric scene understanding and computational theory to CNNs, ImageNet, segmentation, and learned object recognition.
Seven pioneers helped move language technology from formal grammar and ELIZA through statistical NLP, parsing, retrieval, speech, and neural language modeling.
Seven researchers helped build reinforcement learning from temporal-difference methods and Q-learning to deep RL, self-play, and AlphaGo.
Seven researchers helped turn backpropagation, convolutional and recurrent networks, representation learning, and GPU-scale training into modern deep learning.
Seven pioneers helped move neural networks from mathematical neuron models and Hebbian learning to perceptrons, adaptive filters, convolutional networks, and deep representation learning.
Seven AI researchers and domain experts helped establish knowledge engineering through DENDRAL, MYCIN, XCON, and large-scale knowledge bases.
Seven pioneers helped transform machine intelligence from a philosophical question into a named research field with symbolic reasoning, machine learning, and working AI programs.
Seven roboticists helped bring behavior-based control, warehouse robotics, autonomous driving, social robots, field systems, distributed robots, and aerial swarms into real machines.