Looking up the thread, you can see the context. Many of us pushed back against vague claims that AlphaChip was "snake oil". Like good engineers, we split apart the problem into clearer concepts. The "snake oil" proponents did not offer compelling replies, did they? Instead, they retreated to irrelevant points that have no bearing on making sense of the "snake oil" claim.
Sometimes technical people forget to bring their "debugging" skills to bear on conversations. There is a metaphorical connection; good debuggers would disambiguate terms, decompose the problem, answer questions, find cruxes, synthesize, find clearer terms, generate alternative explanations, and so on.
Every scientist will tell you that "peer reviewed" is not a mark of quality, correctness, impact, value, accuracy, whatever.
Scientists care about replication. More correctly, they care that your work can be built upon. THAT is evidence of good science.
If a paper / experiment is done with intellectual honesty, great! If it doesn’t make a big splash, fine.