A stablecoin refers to a type of cryptocurrency that has a stable value. Unlike other types of cryptocurrencies — which can be volatile — the price of stablecoins usually doesn't change over time. That's because their value is tied to another asset, like the U.S. dollar.Learn about ...
Stablecoins in cryptocurrency seem to hold the key to bridge the gap between the benefits of cryptocurrencies and the somewhat more stable nature that fiat currencies offer. The security of a non-volatile digital tender which is both backed up by a national currency and by blockchain sounds like...
In the early training stages, the model’s predictions aren’t very good. But each time the model predicts a token, it checks for correctness against the training data. Whether it’s right or wrong, a “backpropagation” algorithm adjusts the parameters—that is, the formulas’ coefficients—...
It could be a hundred, a few hundred, or even a thousand steps. Then, we make the algorithm undo this process, giving it noise and asking it to recover the image. The unique thing is that we don’t go from t=T (final step) to t=0 (first step) in one go, as we’d do ...
Entanglement is required for any quantum computation and it cannot be efficiently performed on a classical computer. Applications include factoring large numbers (Shor's algorithm) and solving search problems (Grover's algorithm).The future of qubits As quantum technologies advance, we get closer to...
example, a generative AI-produced summary of a complex topic is easier to read than an explanation filled with various sources and citations that support key points. The readability of the GenAI summary, however, comes at the expense of a user being able to vet where the information comes ...
The choice of kernel function for an SVM algorithm is a tradeoff between accuracy and complexity. The more powerful kernel functions, such as the RBF kernel, can achieve higher accuracy than the simpler kernel functions, but they also require more data and computation time to train the SVM algo...
Generative AI is a powerful tool for streamlining the workflow of creatives, engineers, researchers, scientists, and more. The use cases and possibilities span all industries and individuals. Generative AI models can take inputs such as text, image, audio, video, and code and generate new conten...
For example, Netflix's recommendation algorithm easily clears the bar. What is artificial general intelligence (AGI)? An artificial general intelligence (AGI), or strong AI, is an AI that exhibits human-like intelligence (or is "generally smarter than humans"). What this really means is up ...
recall plotting a scatterplot in statistics and finding the line of best fit, which required calculating the error between the actual output and the predicted output (y-hat) using the mean squared error formula. The gradient descent algorithm behaves similarly, but it is based on a convex ...