Earlier quoted context omitted.
I think "What comes next?" is an incomplete question, without any context. "What comes next in the sequence of (blah)?" is a complete question with full context. But that question wouldn't make anybody feel superior. "Identify as many sequences as you can which fit this set of numbers, and tell me the next number in each sequence" is the non-trick actually being asked.
I think the only sane approach is to apply a Kolmogorov-shaded Occam's Razor, and select, from the set of possible sequences which fit the pattern, the one which has the simplest generating function.
Someone recently pointed out to me that if you were designing hardware to (e.g.) refresh all memory locations in a system, or otherwise visit a set of 2^n sequential locations in no particular order, then using a maximal-length shift register of the appropriate width is actually simpler than a 'simple' adder or subtractor. That could be seen as a literal interpretation of Kolmogorov complexity.