happy to answer any questions!
Lots of people who have relatively stable currencies (EUR, USD..) do not want to use bitcoin. What if bitcoin price goes down? How many extra steps is it to convert my USD to bitcoin and then back to USD? Do I only convert the 19.99 USD for my current purchase into bitcoin or do I put in more?
Do you solve these issues for customers? Or are you only targeting people who already are happy bitcoin wallet users? Are stablecoins part of your strategy?
Given how Visa,Mastercard,Paypal are seen as bad actors. Do you think you can capitalize on that, possibly partnering with Valve or something of that sort?
To my knowledge they’re a negligible portion of the total compute during training or inference and work well to provide non-linearity.
Very open to learning more.
"The dot product itself is a geometrically impoverished measure, primarily capturing alignment while conflating magnitude with direction and often obscuring more complex structural and spatial relationships [10, 11, 4, 61, 17]. Furthermore, the way current activation functions achieve non-linearity can exacerbate this issue. For instance, ReLU (f (x) = max(0, x)) maps all negative pre-activations, which can signify a spectrum of relationships from weak dissimilarity to strong anti-alignment, to a single zero output. This thresholding, while promoting sparsity, means the network treats diverse inputs as uniformly orthogonal or linearly independent for onward signal propagation. Such a coarse-graining of geometric relationships leads to a tangible loss of information regarding the degree and nature of anti-alignment or other neg- ative linear dependencies. This information loss, coupled with the inherent limitations of the dot product, highlights a fundamental challenge."