Algorithms vs Processes. Subtle but important differences about bias and people in the loop
Algorithms vs Processes. In both an input is transformed to an output – there is a difference in HOW. Algorithm = a set of mathematical instructions or rules that, especially when coded enable a computer to calculate an answer. Typically, specific instructions that can be followed or learnt, that can be mechanised and reduces human involvement to zero. It is a tool it is driven with an idea about better or the most efficient resource allocation. An algorithm is a WHAT and HOW Process = a series or method of tasks/ steps/ actions that are taken in order to achieve a result. Typically, instructions that can be followed or learnt, that enable human and compute/ machine involvement to achieve a set goal, objective or result. A procedure is the prescribed way of undertaking a process. A process is a therefore a WHAT and a procedure is HOW Why important, we debate a lot about the dependence on algorithms in the computer age and how these algorithms will talk over the world and put