Sensitivity / ablation studies plus datasets opensourcing should be made mandatory for every computational proposition and research asap, so that results can be

Sensitivity / ablation studies plus datasets opensourcing should be made mandatory for every computational proposition and research asap, so that results can be checked by peers and by the community at large. With publish-or-perish pressure, democratisation of tools, rogue parties and hyperspecialisation, is it getting to the point almost nothing would sustain any stringent scrutiny? Science cannot afford opacity any more, more than that in these blurred times.