NEEDS REVIEW
As of June 24, 2026 at 7:55 PM, this is how Optics News reads the wording differences in this story.
What happened While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
The headline split The headlines are mostly aligned. The differences are small wording choices, not a major framing split.
Match confidence Developing. Only 13 sources are matched, and the source map is still narrow. Useful to watch, not enough to draw conclusions yet.
Same-event confidenceDevelopingNot enough sources yet to confirm this is the same specific event.
Framing confidenceHiddenWording-gap score not shown — same-event match is still developing.
Wording differs, but the match is too narrow to read confidently yet.
WHAT EACH SIDE EMPHASIZED
Left / center-leftNo matching source in this bucket yet.Optics keeps watching for pickup.
CenterDon't say 'please': How being polite to AI may be costing you and the environmentWDSU New Orleans (Hearst) · Center · News report
Right / center-rightNo matching source in this bucket yet.Optics keeps watching for pickup.
SEE THE HEADLINES
Don't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDon't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDon't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDon't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDon't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDon't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceShow all 13 sources
Don't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDon't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDon't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDon't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDon't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDon't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDon't say 'please': How being polite to AI may be costing you and the environment
While taking the time to be polite to AI may seem inconsequential, it comes at a cost.
Open sourceDetailsScore hidden · 13 sources · 1 bias buckets
Score hidden until the match is cleanerLow confidence13 sources · 1 bias bucketsDeveloping · 13 sources · 1 bucketFormats: News report
SOURCE MAP CHANGES
Jun 24, 7:02 PM: WXII12 (Hearst, Greensboro) joined the source map.
Jun 24, 7:55 PM: WDSU New Orleans (Hearst) joined the source map.
Jun 24, 7:55 PM: WCVB Boston (Hearst) joined the source map.
Jun 24, 7:55 PM: WMUR9 (Hearst, Manchester NH) joined the source map.
Now: score hidden until the source match is cleaner. Story health is developing · 13 sources · 1 bucket.