The era of Americans being undercut by cheap foreign labor is over.
The era of Americans being undercut by cheap foreign labor is over. Optional Practical Training (OPT) was never meant to be a back door into the American workforce. Crafting financial incentives to hire foreigners over Americans is contrary to the competition that makes our nation great.
Posted on X 2026-10-08 by @DHSgov · View on X →
What the model flagged
Analyzed 2026-10-08 15:50 UTC.
Findings may include language that is quoted rather than the speaker's own, and the model over-reads ceremonial language (tributes, anniversaries) as persuasion. Check each finding against the original.
Loaded Language 85%
The phrase 'undercut by cheap foreign labor' uses emotionally charged language to frame foreign workers as a threat to Americans — for example: 'undercut by cheap foreign labor'
“undercut by cheap foreign labor”
Scapegoating 85%
Foreign workers are blamed as the cause of American economic hardship, oversimplifying a complex issue — for example: 'Americans being undercut by cheap foreign labor'
“Americans being undercut by cheap foreign labor”
Appeal to Prejudice 80%
The sentence draws a sharp in-group/out-group distinction between 'foreigners' and 'Americans,' implying hiring foreigners is inherently anti-American — for example: 'hire foreigners over Americans'
“hire foreigners over Americans”
Glittering Generalities 75%
The appeal to 'competition that makes our nation great' uses vague, emotionally positive language without substantive meaning — for example: 'the competition that makes our nation great'
“the competition that makes our nation great”
Full analysis, paragraph by paragraph
The complete text as analyzed. Highlighted paragraphs are where the model found a technique.
The era of Americans being undercut by cheap foreign labor is over. Optional Practical Training (OPT) was never meant to be a back door into the American workforce. Crafting financial incentives to hire foreigners over Americans is contrary to the competition that makes our nation great.
Loaded Language The phrase 'undercut by cheap foreign labor' uses emotionally charged language to frame foreign workers as a threat to Americans — for example: undercut by cheap foreign labor and back door into the American workforce.
Scapegoating Foreign workers are blamed as the cause of American economic hardship, oversimplifying a complex issue — for example: 'Americans being undercut by cheap foreign labor'
Appeal to Prejudice The sentence draws a sharp in-group/out-group distinction between 'foreigners' and 'Americans,' implying hiring foreigners is inherently anti-American — for example: 'hire foreigners over Americans'
Glittering Generalities The appeal to 'competition that makes our nation great' uses vague, emotionally positive language without substantive meaning — for example: 'the competition that makes our nation great'
Analyzed automatically with Semblen's fine-tuned model. These are manipulation techniques, not political tilt — finding one is not a claim that the statement is false. How items are chosen →