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
- k-fold cross-validation
- Single holdout only
- Manual guessing
- No validation
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- Data poisoning
- Tokenization
- Pooling
- Padding
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- AI-text detection/classifiers
- Image sharpening
- Disk cloning
- Path planning
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- They map data into dense numeric vectors capturing meaning
- They delete data
- They are image filters
- They are encryption keys
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- ANPR using computer vision + OCR
- Text summarization
- NLP sentiment analysis
- Audio clustering
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- AGI is already deployed widely
- AGI requires no research
- AGI means narrow AI
- True AGI has not yet been achieved
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- No retrieval
- Grounded generation with citations (RAG)
- Higher temperature
- Random sampling
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- Weather forecasting
- 3D game rendering
- Music generation
- Automated extraction, entity linking, and timeline reconstruction
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- Latency
- Accuracy
- Throughput
- F1-score
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- File zipping
- Audio mixing
- Graph/network analysis
- Image rotation
