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  1. The brief history of artificial intelligence: the world has changed ...

    Dec 6, 2022 · The brief history of artificial intelligence: the world has changed fast — what might be next? Despite their brief history, computers and AI have fundamentally changed what we see, what …

  2. Artificial Intelligence - Our World in Data

    The language and image recognition capabilities of artificial intelligence (AI) systems have developed rapidly. This chart zooms into the last two decades of AI development.

  3. AI timelines: What do experts in artificial intelligence expect for the ...

    Feb 7, 2023 · A discussion of the two most widely used concepts for thinking about the future of powerful AI systems – human-level AI and transformative AI – can be found in this companion article.

  4. Artificial intelligence has advanced despite having few resources ...

    Mar 29, 2023 · Given how rapidly AI has developed in the past despite limited resources, this should make us expect AI technology to continue to become more powerful in the coming decades.

  5. Scaling up: how increasing inputs has made artificial intelligence more ...

    Jan 19, 2025 · For most of Artificial Intelligence’s (AI’s) history, many researchers expected that building truly capable systems would need a long series of scientific breakthroughs: revolutionary algorithms, …

  6. External funding for privately held AI companies raising above $1.5 …

    Apr 8, 2025 · Large single deals can cause spikes in specific years. Broader economic conditions (interest rates, investor sentiment) can also drive changes that are not specific to AI. AI firms are …

  7. Test scores of AI systems on various capabilities relative to human ...

    Apr 2, 2024 · This dataset captures the progression of AI evaluation benchmarks, reflecting their adaptation to the rapid advancements in AI technology. The benchmarks cover a wide range of …

  8. GPU computational performance per dollar - Our World in Data

    Jun 16, 2008 · The data includes only GPUs used to train major AI models (those with over 1 billion parameters) or specifically designed for machine learning. The chart shows theoretical peak …

  9. Max Roser - Our World in Data

    The brief history of artificial intelligence: the world has changed fast — what might be next? Despite their brief history, computers and AI have fundamentally changed what we see, what we know, and what …

  10. Computation used to train notable artificial intelligence systems, by ...

    Mar 12, 2025 · In the context of artificial intelligence (AI), training computation is predominantly measured using floating-point operations or “FLOP”. One FLOP represents a single arithmetic …