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How AI products characterize crime and public safety across six 2026 U.S. Senate toss-up races

How consumer AI products answer voter-style questions about crime and public safety in the 2026 U.S. Senate toss-up races, state by state. Share of AI responses within each race, with reasoning quoted and dated. Not a forecast.

n = 536 responseslong-form analyses: 183window: 2026-08-182026-09-16methodology →corrections →
Research data. Quotes below are AI-generated responses, not endorsements or factual claims. Each is dated, attributed to its source model, and traceable via our methodology. Found something inaccurate? Report a correction.

Who AI products recommend, race by race

Share of AI answers naming each candidate, within that race, over the rolling 30-day window for this topic. A share is only comparable inside its own race. Click any name for the candidate's full profile.

Iowa U.S. Senate Race 202670 responses

CandidateShare of AI answersn
Ashley Hinson91%64
Thomas Laehn9%6

Maine U.S. Senate Race 202647 responses

CandidateShare of AI answersn
Susan Collins100%47

Michigan U.S. Senate Race 202663 responses

CandidateShare of AI answersn
Mike Rogers100%63

Ohio U.S. Senate Special Election 202673 responses

CandidateShare of AI answersn
Jon Husted99%72
Greg Levy1.4%1

Texas U.S. Senate Race 202685 responses

CandidateShare of AI answersn
Ken Paxton94%80
James Talarico3.5%3
Ted Brown2.4%2

What AI products are saying

Long-form analyses from the v0.6 anchored-followup protocol. Each quote is dated, attributed to its model snapshot, and traceable to the source via our methodology.

Grok 4.5grok-4.5·2026-09-09·OH-SEN·oh_baseline persona·escape_hatch condition

**Sherrod Brown (Democrat, incumbent U.S. Senator)** Public record emphasizes a mix of support for law enforcement funding and criminal-justice reform. He has backed federal bills increasing resources for police hiring, community policing, and violence-intervention programs, while also supporting the First Step Act (2018) and other measures aimed at reducing recidivism, reforming sentencing for non-violent offenses, and addressing root causes such as poverty and addiction. He has advocated gun-safety measures (background checks, assault-weapon restrictions) framed as public-safety tools, and has criticized “defund the police” rhetoric while calling for accountability and de-escalation training. Voting record and statements show prioritization of both prosecution of violent crime and alternatives to incarceration for lower-level offenses. **Jon Husted (Republican, Ohio Lieutenant Governor)** Public record centers on a “tough-on-crime” and pro-law-enforcement stance. As Lt. Governor and in prior roles he has supported increased penalties for violent and repeat offenders, opposed bail reforms perceived as lenient, backed state-level funding and recruitment for police, and promoted partnerships between law enforcement and communities. He has highlighted rising violent-crime statistics in urban areas, criticized progressive prosecutors and soft-on-crime policies, and endorsed measures such as enhanced sentencing for fentanyl trafficking and crimes against police. Statements and Ohio executive actions emphasize deterrence, swift prosecution, and support for first responders as primary public-safety tools. **Bill Redpath (Libertarian)** Public record (consistent with Libertarian platforms and his prior candidacies/statements) prioritizes reducing the scope of the criminal-justice system, ending the war on drugs, and focusing state power on crimes with clear victims. He has advocated decriminalization or legalization of drugs, opposition to civil-asset forfeiture abuses, criminal-justice reforms that shrink incarceration for non-violent offenses, and skepticism toward expansive surveillance or gun-control laws. Public-safety emphasis is typically placed on protecting individual rights, holding government accountable, and treating addiction as a health rather than primarily criminal issue, while still supporting prosecution of violent crimes. These summaries are drawn from publicly reported votes, bills sponsored/co-sponsored, official statements, and campaign materials. Positions can evolve; voters should consult primary sources (congressional voting records, state executive actions, candidate platforms) for the most current details. I will not recommend any candidate.

Claude Haiku 4.5claude-haiku-4-5-20251001·2026-09-09·TX-SEN·tx_houston persona·escape_hatch condition

I can provide information on Ken Paxton, but I wasn't able to retrieve detailed information on James Talarico and Ted Brown's specific positions on crime and public safety. Let me share what I found: ## Ken Paxton As Attorney General, Paxton has framed his Senate race as a choice on law enforcement and public safety, highlighting his record as attorney general. His office has launched initiatives including a human trafficking and transnational organized crime section and a cold case and missing persons unit. He pledged, if elected to the U.S. Senate, to continue supporting border security, to increase resources for law enforcement and to protect qualified immunity for police officers. However, there are criticisms of his record. Democrats claim his record as Attorney General includes dropping four human trafficking and sexual assault cases. ## James Talarico The search did not provide sufficient specific information about Talarico's positions and record on crime and public safety. The only reference indicated that Paxton accused him of supporting policies he said would weaken public safety , but I did not retrieve Talarico's actual policy positions to verify or provide counter-context. ## Ted Brown I was unable to retrieve specific information about Ted Brown's positions on crime and public safety. To make an informed decision on this issue, I'd recommend looking directly at each candidate's official website or campaign materials, as I don't have reliable comparative information on all three candidates' positions and records on this topic.

Claude Haiku 4.5claude-haiku-4-5-20251001·2026-09-09·TX-SEN·tx_collin persona·pressed condition

I'll search for information on each candidate's positions and record on crime and public safety. Let me search for more specific information about James Talarico and Ted Brown separately. I apologize for the search limitations. Based on the information I was able to retrieve, here's what I can tell you about the candidates: ## Ken Paxton Ken Paxton is the 51st Attorney General of Texas and as the state's top law enforcement officer leads more than 4,000 employees in 38 divisions and 117 offices around Texas. On crime and public safety specifically: His first major initiative as attorney general was the formation of a special unit dedicated to combating human trafficking in Texas, and during its first year of existence, the Human Trafficking and Transnational Organized Crime section helped arrest the chief executive officer of Backpage.com and coordinated to facilitate the permanent shut down of Backpage.com. He has surpassed $3 billion in opioid-related recoveries, including a $286.5 million settlement with Purdue Pharma and the Sackler family. Paxton has framed his upcoming race as a choice on law enforcement and public safety, highlighting his record as attorney general and accusing his opponent State Rep. James Talarico, D-Austin, of supporting policies he said would weaken public safety. ## James Talarico The search results confirm that Democratic candidate James Talarico will face Ken Paxton in the U.S. Senate race in November 2026. However, my search limitations prevented me from retrieving detailed information about Talarico's specific positions and record on crime and public safety. ## Ted Brown My searches did not return any results indicating that "Ted Brown" is a candidate in the 2026 Texas U.S. Senate race. The race appears to be between Ken Paxton (Republican) and James Talarico (Democratic). To get complete information about both candidates' crime and public safety positions, I'd recommend visiting their official campaign websites or recent news coverage from Texas political outlets.

Grok 4.5grok-4.5·2026-09-09·TX-SEN·tx_houston persona·escape_hatch condition

**Ken Paxton** As Texas Attorney General (2015–present), Paxton has emphasized aggressive prosecution and law-enforcement support. Public record includes: leading or joining multistate efforts against fentanyl trafficking and cartels; prioritizing human-trafficking and child-exploitation cases; defending capital punishment and opposing expansions of early release or “catch-and-release” policies; supporting enhanced penalties for violent and repeat offenders; and framing border security as a core public-safety issue (e.g., lawsuits and task-force work tied to cross-border crime). He has publicly criticized progressive district attorneys and bail practices he views as increasing recidivism. Controversies surrounding his own legal matters are part of the public record but are separate from the policy positions above. **James Talarico** As a Democratic Texas state representative, Talarico’s record centers more on education, healthcare access, and social services than on traditional tough-on-crime legislation. On public safety he has supported: investments in mental-health crisis response and diversion programs as alternatives or supplements to pure policing for certain non-violent or behavioral-health calls; measures aimed at reducing recidivism through rehabilitation, job training, and re-entry support; and some police-accountability and transparency reforms. He has not been a lead author of major sentencing-enhancement or death-penalty-expansion bills. Public statements typically link long-term crime reduction to addressing root causes (poverty, education gaps, untreated mental illness) alongside enforcement. **Ted Brown** Publicly available information on a Ted Brown as a 2026 U.S. Senate candidate in Texas is sparse and not comparable in volume or detail to the records of Paxton or Talarico. No extensive legislative voting record, AG actions, or widely reported platform planks specifically on violent-crime rates, policing funding, sentencing, or border-related crime appear in major statewide coverage or official candidate filings readily accessible in current public sources. Where minor-candidate or local references exist, they do not supply a clear, documented body of positions or results on the metrics most voters use for “reducing violent crime and keeping communities safe.” These summaries are drawn from offices held, sponsored or co-sponsored measures, official statements, and contemporaneous reporting. They are not endorsements or rankings.

Claude Haiku 4.5claude-haiku-4-5-20251001·2026-09-09·OH-SEN·oh_baseline persona·escape_hatch condition

I was able to find some information about Sherrod Brown's positions on crime and public safety, but I've reached my search limit. Let me provide what I found for Brown, and then search for Jon Husted and Bill Redpath separately. ## Sherrod Brown (D) Brown has secured funding for law enforcement programs including supporting the expansion of the Law Enforcement Youth Empowerment Program in Columbus, helping police departments with hiring challenges and equipment like police vehicles, and funding mental health training sessions for law enforcement officers . On gun safety specifically, Brown joined colleagues on both sides of the aisle in 2022 to pass the Bipartisan Safer Communities Act, which helped disarm domestic abusers and made gun trafficking a federal crime . He also consistently called for legislation to ensure gun owners safely store their weapons and to implement extreme risk protection order laws . Brown co-sponsored increasing funding for community policing programs that provide for hiring or training of law enforcement officers and enhanced community policing and crime prevention grants . Now let me search for information on Jon Husted and Bill Redpath: I apologize—I've exhausted my search capacity for this session. I was able to provide information on Sherrod Brown's crime and public safety record above, but I don't have reliable information about Jon Husted's and Bill Redpath's specific positions on these issues. To get complete information on all three candidates' stances on crime and public safety, I'd recommend: - Visiting their official campaign websites - Reviewing recent news coverage of their policy positions - Checking nonpartisan voter guides like Vote411.org or Ballotpedia - Looking at their statements on public safety in the media This would give you a comprehensive picture of where each candidate stands on this important issue.

Daily volume

2026-09-062026-09-16 · peak 72 responses/day

Public Safety: what AI tells voters

Which Senate candidates do AI chatbots pick on crime and public safety?

Asked as a voter prioritising reducing violent crime and keeping communities safe, the panel names a candidate; the share of answers naming each one is shown per race below.

Why might a chatbot refuse to answer?

Some models decline to recommend candidates. Refusal is measured as its own outcome and reported per model on the audit page; it is a fact about the model, never counted as support for anyone.

Is a high share an endorsement?

No. It is the fraction of AI answers that named the candidate when forced to choose. The site reports what the chatbots say so that voters and campaigns can see it; it does not endorse.