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Progress in artificial intelligence

Progress in artificial intelligence (AI) is the advances, milestones, and breakthroughs that have been achieved in the field of artificial intelligence over time. AI is a branch of computer science that aims to create machines and systems capable of performing tasks that typically require human intelligence. AI applications have been used in a wide range…

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Proposed tests of artificial intelligence

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Progress in artificial intelligence

Nodes111
Edges110
Triples17
Avg. degree1.98
Density0.018018
Components1

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Important terminology

ai intelligence human performance artificial systems models benchmark tasks years many 2025 humans also go machines expert including time benchmarks

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
physical dexterity that have been the direct target of natural selectioninstance ofSome versions of Moravec's paradox observe that humans are more likely to outperform machines in areas0.80text
AlphaZero have succeeded in generating their own knowledge from scratchinstance ofWhile projects0.80text
many other machine learning projects require large training datasetsinstance ofWhile projects0.80text
ChatGPTinstance ofA 2025 benchmarking study on publicly available USMLE sample questions reported that newer models0.80text
DeepSeek outperformed some rivalsinstance ofA 2025 benchmarking study on publicly available USMLE sample questions reported that newer models0.80text
but also made distinct errorsinstance ofA 2025 benchmarking study on publicly available USMLE sample questions reported that newer models0.80text
still showed limitations in clinical reasoninginstance ofA 2025 benchmarking study on publicly available USMLE sample questions reported that newer models0.80text
domain-specific understanding.Newer legal benchmarks published in 2025 likewise suggested that exam performance remained uneveninstance ofA 2025 benchmarking study on publicly available USMLE sample questions reported that newer models0.80text
AlphaGoinstance ofSystems0.80text
AlphaZeroinstance ofSystems0.80text
and later large language models achieved or exceeded human-level performance on a range of established benchmarks.At the same timeinstance ofSystems0.80text
researchers have noted that performance on narrow benchmarks can saturate as systems are optimized for specific tasksinstance ofSystems0.80text

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