Category: Artificial Intelligence
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AI imagining… Humans living…
AI passes theory of mind test by imagining itself in another's shoes. (1) This is great. For the computer. But we should test ourself. Imagine you are a computer. But you can't imagine how that can be, can you? See? Forget about what you can do. Focus on what you cannot. These are the things…
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Open-ending algorithms… The end as the beginning…
Evolution allows life to explore almost limitless diversity and complexity. Scientists hope to recreate such open-endedness in the laboratory or in computer simulations, but even sophisticated computational techniques like machine learning and artificial intelligence can't provide the open-ended tinkering associated with evolution. Here, common barriers to open-endedness in computation and biology were compared, to see…
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The limits of AI…
A team of mathematicians and AI researchers discovered that despite the seemingly boundless potential of machine learning, even the cleverest algorithms are nonetheless bound by the constraints of mathematics. Research showed that a machine's ability to actually learn – called learnability – can be constrained by mathematics that is unprovable. In other words, it's basically…
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AI. Positive. Negative. One. Zero.
Classifying things is critical for our daily lives. For example, we have to detect spam mail, fake political news, as well as more mundane things such as objects or faces. When using AI, such tasks are based on "classification technology" in machine learning - having the computer learn using the boundary separating positive and negative…
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