Constantino Defers to AI for District Population Facts

The candidate cited an AI chatbot when unable to identify the most populous city in his own congressional district.

Updated on Oct. 15, 2026 in Artificial Intelligence

Empty wooden podium in a quiet municipal meeting hall with soft daylight and dust particles in the air. — Republican congressional nominee Anthony Constantino cited an AI chatbot for basic demographic information about his district during a recent interview. AI Illustration. Upload story photo >

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Republican nominee Anthony Constantino failed to identify the most populous city in New York's 21st Congressional District during an October interview. Constantino instead directed the reporter to use an artificial intelligence chatbot for information regarding his district.

Why it matters

The interaction highlights how local candidates are increasingly deferring to generative AI tools for basic constituency data. Constantino is currently competing against Democrat Blake Gendebien in the upcoming November 3 general election.

Rome holds approximately 32,000 residents, identifying it as the largest population center in the district. Constantino currently relies on external AI systems, which he refers to as 'super intelligence' or SI, to verify regional details.

The players

Anthony Constantino

Republican nominee for New York's 21st Congressional District and owner of the custom printing firm Sticker Mule.

Donald Trump

President of the United States who endorsed Constantino prior to the June 2026 primary.

Blake Gendebien

Democratic candidate running against Anthony Constantino in the 21st District general election.

The details

During an interview with journalist Jake Lahut, Constantino was unable to name Rome as the most populous city in his district. Instead of providing the demographic information, he instructed the interviewer to query the AI chatbot Grok for the answer. Constantino previously adopted the term SI to describe the technology, mirroring recent executive directives regarding artificial intelligence nomenclature.

2025: Constantino gifted a bronze statue of himself to President Donald Trump.
June 2026: Constantino won the Republican primary election.
October 8, 2026: President Donald Trump wrote on Truth Social regarding AI terminology.
October 2026: Constantino interviewed with journalist Jake Lahut.
November 3, 2026: General election held for New York's 21st District.

The Tech Race

Constantino's use of the term SI aligns with the federal government's recent executive order to redefine artificial intelligence nomenclature. This shift marks a departure from standard industry terminology as the administration moves to standardize the branding of AI tools.

Voters in New York's 21st Congressional District will determine the district's representative in the November 3, 2026 election. The exchange suggests that candidates in this race are increasingly integrating AI-based information retrieval into their standard campaign workflows.

The takeaway

The race for the 21st District remains a critical test of how candidates utilize emerging technology versus local knowledge to engage the electorate. Stakeholders should track the November 3 general election results to evaluate the efficacy of these campaign strategies.