  We present a synthesis of a number of developments which have been made
around the celebrated Tsirelson's equation (1975), conveniently modified in the
framework of a Markov chain taking values in a compact group $ G $, and indexed
by negative time. To illustrate, we discuss in detail the case of the
one-dimensional torus $ G=\bT $.
