Most advice about reading critically focuses on arguments you're inclined to reject - scrutinize the other side's reasoning, check their sources, watch for bias. Far less attention goes to a more common failure mode: reading an argument you already agree with and accepting it uncritically simply because the conclusion matches what you already believed.
Why agreement lowers scrutiny
An argument that confirms an existing view doesn't trigger the same skeptical instinct that a challenging one does. This is a well-documented cognitive pattern, and it applies just as strongly to AI commentary as to any other domain - a piece arguing that AI adoption will disappoint, read by someone already skeptical of AI hype, gets less scrutiny than the same argument would from a true believer.
Why this matters more on a genuinely uncertain topic
AI's business and social trajectory remains legitimately unsettled, which means confident-sounding arguments on either side are more likely than usual to be overstating their own certainty. A reader who only applies scrutiny to the side they disagree with ends up more confident than the evidence actually supports, just pointed in whichever direction they started from.
A practical habit worth building
When an opinion piece confirms what you already think, it's worth deliberately asking the same questions you'd ask of a piece you disagreed with: what's the strongest counterargument this doesn't address, and how confident is the underlying evidence really? This is uncomfortable in a way that scrutinizing an opponent's argument isn't, which is exactly why it's underused.
What this means for how we'd like this section read
We'd rather readers apply this scrutiny to pieces here that they agree with than treat agreement as a substitute for evaluation. A publication's opinion section is more useful to readers who hold it to the same standard regardless of which conclusion a given piece reaches.