John McCarthy is often called the Father of Artificial Intelligence.
In 1950 Alan Turing gave the idea of the Turing Test, asking whether machines can think like humans.
1955–1956: John McCarthy, Marvin Minsky, Nathaniel Rochester, and Claude Shannon started the Dartmouth AI project; this is known as the beginning of Artificial Intelligence.
2012: Alex Krizhevsky, Ilya Sutskever, and Geoffrey Hinton made a deep-learning breakthrough with AlexNet, starting the modern AI revolution.
2017: Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan Gomez, Łukasz Kaiser, and Illia Polosukhin introduced the Transformer model, which became the base of modern chatbots.
2022: OpenAI released ChatGPT, which made AI popular worldwide. 2023-GPT-4 and 2024-GPT40
Current AI Developers / Leaders: Sam Altman founded OpenAI in 2015, Demis Hassabis founded Google DeepMind in 2010, Dario Amodei founded Anthropic/Claude in 2021, Elon Musk founded xAI in 2023, and Arthur Mensch founded Mistral AI in 2023.
Must Read: Important AI, Machine Learning Techniques are
- Supervised SVM with labels
- Manual rules only
- Tokenization
- Isolation Forest / autoencoders
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- Disk indexing
- Text printing
- Filename sorting
- Content-based image retrieval
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- Imputation
- Disinformation/automated propaganda
- Federated learning
- Pooling
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- RAG (Retrieval-Augmented Generation)
- Pooling
- Dropout
- SGD
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- Running OS kernels
- Storing only images
- Compressing video
- Storing and searching embeddings by similarity
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- Disk formatting
- File renaming
- ML-based alert triage/classification
- Manual sorting only
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- Both are unrelated
- Neither affects accuracy
- Increasing one often decreases the other
- Both always rise together
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- Manual scripts
- Single-task perceptron
- Instruction-tuned foundation models
- Hard-coded rules
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- Encrypt CPUs
- Identify speakers and enhance noisy recordings
- Print images
- Format hard drives
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- Bias and false matches across demographics
- Perfect accuracy always
- Cannot use images
- No data needed
