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2. Symbolic artificial intelligence - Wikipedia

   en.wikipedia.org/wiki/Symbolic_artificial...

   In artificial intelligence, symbolic artificial intelligence (also known as classical artificial intelligence or logic-based artificial intelligence) [1] [2] is the term for the collection of all methods in artificial intelligence research that are based on high-level symbolic (human-readable) representations of problems, logic and search. [3]

3. Discovery system (AI research) - Wikipedia

   en.wikipedia.org/wiki/Discovery_system_(AI_research)

   Subsymbolic methods emphasize prediction over explanation, and yield models which works well but are difficult or impossible to explain which has earned them the name black box AI. A black-box model cannot be considered a scientific hypothesis, and this development has even led some researchers to suggest that the traditional aim of science ...

4. Artificial intelligence systems integration - Wikipedia

   en.wikipedia.org/wiki/Artificial_intelligence...

   The constructionist design methodology (CDM, or 'Constructionist A.I.') is a formal methodology proposed in 2004, for use in the development of cognitive robotics, communicative humanoids and broad AI systems. The creation of such systems requires the integration of a large number of functionalities that must be carefully coordinated to achieve ...

5. AI was everywhere in 2024. Here are the biggest stories of ...

   www.aol.com/news/ai-everywhere-2024-biggest...

   Open AI's advanced reasoning reimagines problem solving. OpenAI debuted AI models in 2024 called o1-preview and o1-mini that can tackle harder problems by working through solutions.

6. Explainable artificial intelligence - Wikipedia

   en.wikipedia.org/wiki/Explainable_artificial...

   The use of explainable artificial intelligence (XAI) in pain research, specifically in understanding the role of electrodermal activity for automated pain recognition: hand-crafted features and deep learning models in pain recognition, highlighting the insights that simple hand-crafted features can yield comparative performances to deep ...

7. List of programming languages for artificial intelligence

   en.wikipedia.org/wiki/List_of_programming...

   Python is a high-level, general-purpose programming language that is popular in artificial intelligence. [1] It has a simple, flexible and easily readable syntax. [ 2 ] Its popularity results in a vast ecosystem of libraries , including for deep learning , such as PyTorch , TensorFlow , Keras , Google JAX .