Reading Financial News Critically
Financial headlines are written to grab attention fast, which means the headline and the substance underneath it don't always match. A dramatic headline can sit atop a fairly routine story, and a modest-sounding one can bury the most important detail several paragraphs down. Reading past the headline is the first habit worth building.
It's also worth noticing who published a story and why. A press release from the company itself is naturally going to frame things favorably; a report citing anonymous "sources say" carries less certainty than one citing a named, on-the-record spokesperson or an official filing. Neither type of source is automatically wrong, but each deserves a different level of trust.
A related distinction is between reported numbers and commentary. A company's actual revenue or profit figure, taken from an official filing, is a fact. A writer's interpretation of what that figure "means" for the stock going forward is an opinion, however confidently it's stated. Both can appear in the very same article, and conflating the two is an easy mistake to make.
The single most useful habit to build is asking, for any story that seems to support a conclusion you've already reached: what would make this story wrong? If you can't think of anything, that's worth noticing — it usually means you haven't actually examined the story critically yet.
In the daily game
Apply this habit directly to a matchup's pairing rationale and research notes — ask what would make the stated reasoning wrong before you lock in a pick.