where the transition from the second to the third line reflects the fact that the sum over h∗h^{*} is the same as the sum over hh in the denominator of Bayes’ rule, so the two terms cancel. As a consequence, after entering their hypothesis h∗h^{*} and receiving data d1d_{1}, the probability that an agent selects a particular hypothesis is exactly the same as before they interacted with the chatbot. By induction, the same result holds across subsequent interactions – the hypothesis an agent enters will be drawn from p(h|d0)p(h|d_{0}) and the process will repeat.
This is bass-heavy dance music, full of funky syncopation and skittering drums, often played by Tom Skinner of jazz band Sons Of Kemet.
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For Stilfold, the advantage of doing this with metal is to strengthen that material without requiring lots of brackets, screws or supports – reducing the overall volume of material required, and therefore also the cost and embodied carbon emissions of any product made with the technique. "We can achieve about 20-30% material reduction just by adding stiffness," says Nyvang.
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