instructor reports

Students debated seven policy questions spanning animal research ethics, marijuana legalization, minimum wage, corporate executive accountability, space exploration funding, sports betting regulation, and deepfake video labeling. Across more than 350 conversations, Guide functioned as a relentless Socratic interrogator, correcting factual errors and forcing students to reconcile internal contradictions between their stated positions and proposed policies.

Students debated high school phone bans, hate speech regulation, social media's mental health effects, death penalty abolition, employer social media screening, and wealth inequality. Guide functioned as a relentless Socratic challenger, exposing logical contradictions and pressing students for evidence rather than intuition. On capital punishment, multiple students shifted toward abolition after learning that over 200 people have been exonerated from death row since 1973.

Students debated gun control after mass shootings, gig economy protections, felon voting rights restoration, mandatory organ donation, standardized testing validity, and congressional term limits across 311 discussion threads. Recurring tensions between personal autonomy and collective benefit surfaced across topics, with students struggling to articulate principles that distinguished their positions on organ harvesting from analogous cases like jury duty or mandatory vaccination.

Students debated whether AI-generated images qualify as art, whether vaccine refusal is morally permissible, "adopt don't shop" ethics, affirmative action, and whether human suffering should take moral priority over animal welfare. Across these discussions, students grappled with tensions between personal choice and collective responsibility, individual action and systemic reform, and abstract principles and real-world trade-offs. In AI art discussions, students struggled to define where human agency ends and tool-mediated creation begins.

Students explored contemporary gender equality in the United States through multiple lenses, debating whether women have achieved full legal, social, and economic parity. The discussions covered topics ranging from workplace discrimination and reproductive rights to gendered toy sections and restroom policies, with pairs examining how formal rights interact with persistent social barriers.

Students explored three controversial topics through structured debates: abortion rights, euthanasia, and healthcare system design. Across discussion threads, pairs of students wrestled with fundamental tensions between individual autonomy and collective values, often discovering that their initially firm positions became more nuanced when confronted with challenging scenarios and counterarguments.

Students explored competing normative ethical theories through structured debates, testing each framework's ability to guide moral decision-making in concrete scenarios. Across 41 discussions, pairs and trios examined whether theories like utilitarianism, Kant's categorical imperative, ethical egoism, social contract theory, natural law, virtue ethics, and care ethics could withstand scrutiny as the "best" approach to ethics.

Students explored three major ethical dilemmas facing pharmacy education: whether students should be allowed to opt out of ethically charged procedures during training, whether pharmacists should express controversial opinions on personal social media, and whether students should accept gifts or attend industry-sponsored events. These discussions revealed complex tensions between professional obligations and personal values that pharmacy students must navigate as they develop their professional identities.

Students explored the intersection of human evolution with religious faith, debating whether evolutionary theory reduces humans to "simply animals" or conflicts with Christian doctrine. Across multiple conversations, students wrestled with reconciling scientific evidence of common descent with beliefs about humans as God's spirit children, the literal interpretation of Genesis, and whether the scientific community is antagonistic toward religious believers.

Students explored whether feminist movements overlook men and engaged with complex questions about fairness for intersex athletes in women's sports. Across conversations, participants wrestled with tensions between advocating for women's equality and including men's concerns, while also debating how sports should balance competitive fairness with inclusion when athletes have naturally elevated testosterone levels.

Students debated contentious policy questions spanning animal research ethics, online sports betting regulation, space exploration priorities, and marijuana legalization. Across 15 chat sessions, participants initially took strongly opposing positions but often moved toward more nuanced stances as they grappled with trade-offs between personal freedom, public safety, scientific progress, and ethical boundaries.

Students debated technology policy across multiple interconnected issues, examining whether phones should be banned in schools, how social media platforms should moderate extremist content, and whether digital platforms ultimately inform or mislead citizens. Their discussions revealed deep tensions between individual freedom and collective welfare, safety concerns versus educational autonomy, and the challenge of regulating powerful technologies without stifling beneficial uses.

Students debated various immigration policy questions through structured peer discussions, exploring tensions between economic pragmatism, legal frameworks, and moral principles. The discussions centered on welfare eligibility for undocumented immigrants, labor market impacts, crime correlations, birthright citizenship, and whether opposing immigration while having immigrant ancestry constitutes hypocrisy.

Students debated contentious campus and societal issues through structured dialogues, grappling with topics ranging from social media's impact on teenagers to whether e-sports deserve recognition as sports. The discussions revealed deep tensions between personal freedom and protection, individual responsibility and systemic factors, and traditional versus evolving definitions of established concepts.

Students debated complex issues around cultural appropriation, gender double standards, and body image pressures through facilitated discussions about pop culture and social norms. The conversations revealed sophisticated reasoning about power dynamics, agency, and the tension between personal expression and systemic constraints, with pairs wrestling with how to distinguish genuine empowerment from performative compliance and respectful cultural exchange from harmful appropriation.

Students explored the complex landscape of algorithmic bias and fairness, focusing heavily on the COMPAS recidivism prediction tool and broader questions about whether truly unbiased algorithms can exist. Through paired discussions facilitated by an AI moderator, they wrestled with fundamental tensions between competing fairness definitions, the role of biased training data, and whether algorithms can improve upon human decision-making.

Students explored the effectiveness and ethics of protests, boycotts, and social movements in driving positive change. The discussions revealed deep tensions between ideals of social justice and practical concerns about disruption, harm to workers, and the line between genuine activism and performative participation.

Students debated multiple dimensions of climate change across paired discussions, exploring topics ranging from natural adaptation and media coverage to economic costs and responsibility. The discussions revealed sophisticated reasoning as students wrestled with tensions between urgency and feasibility, individual and systemic action, and scientific consensus versus public messaging.

Students explored ethical tensions around digital privacy, surveillance, and online consent through debates on mass surveillance, public posting, doxxing, and hacking. The discussions revealed deep philosophical divides about when privacy violations might be justified, what constitutes genuine consent online, and whether theoretical harms matter as much as tangible consequences. Across 42 conversations, students wrestled with edge cases, slippery slopes, and the gap between legal permissibility and moral justification.

Students debated politically charged topics ranging from election integrity and media bias to conspiracy theories about major events, with discussions facilitated by Guide, who consistently pressed for evidence-based reasoning. The assignments prompted students to examine controversial claims about the 2020 election, Jeffrey Epstein's death, 9/11, GMO safety, government surveillance, and mainstream media bias.

This assignment asked students to engage with philosophical arguments about abortion ethics, focusing particularly on personhood, bodily autonomy, and the moral status of fetuses. Students discussed perspectives from Marquis's "future like ours" argument, Thomson's bodily autonomy framework, and other philosophical positions while exploring the tensions between maternal rights and fetal moral standing.

Students debated mental health and substance use treatment approaches, touching on three main topics: the merits of stage-wise versus abstinence-based treatments for substance use disorders, the efficacy of Housing First compared to transitional housing models, and the ethics of involuntary commitment in mental health care. Each discussion explored tensions between client autonomy and structured intervention, requiring students to balance ethical principles with practical implementation considerations.

This assignment encouraged students to analyze ethical questions surrounding beauty standards, media representation, income inequality, and aging. Students engaged in substantive discussions about societal pressures, personal autonomy, and systemic change. Many discussions demonstrated students' ability to move beyond initial polarized positions toward more nuanced understanding while considering practical solutions.

The assignment posed the ethical challenge of allocating scarce medical resources in healthcare settings. Students were asked to debate difficult prioritization decisions, exploring whether certain patients deserve priority access to limited treatments or transplants based on criteria like disability status, personal responsibility in illness (particularly alcoholism and liver transplants), and ability to pay.

These discussions explore philosophical, literary, and ethical questions as part of college coursework. Students engage in guided conversations about topics ranging from Shakespearean tragedy to ancient Greek philosophy, facilitated by an AI moderator named Guide who challenges students to refine their thinking and develop nuanced arguments.

This assignment engaged students in discussions about handling challenging group work scenarios, particularly around issues of uneven contribution, poor communication, and fairness in credit allocation. Students were presented with scenarios in which team members either overworked, undercontributed, or "ghosted" their groups, and were asked to debate appropriate responses to these situations.

Students debated three controversial topics: whether Kamala Harris's 2024 loss proves the US isn't ready for a woman president, if women should receive more paid parental leave due to traditional childcare roles, and whether special scholarships for boys and men are justified. Across all discussions, Guide pressed students to clarify their positions, recognize potential contradictions and dubious assumptions, and engage directly with each other's arguments, leading to nuanced explorations of gender, policy design, and societal expectations.

Students engaged in structured debates on two major policy topics: universal healthcare and reindustrialization as a remedy for "deaths of despair." In both cases, students were typically assigned devil's advocate roles to ensure robust argumentation from multiple perspectives. For healthcare debates, students examined whether the U.S. should guarantee insurance coverage for all legal residents, weighing moral imperatives against economic feasibility.

Students explored highly controversial topics around cultural practices, religious freedom, and gender equality through structured debates on female genital mutilation, circumcision policies, child custody defaults, and hijab requirements. These discussions challenged students to grapple with tensions between cultural relativism and universal human rights, often while playing assigned positions that didn't match their personal views.

The discussions centered on universal healthcare systems, with students debating the economic, practical, and ethical dimensions of government-guaranteed healthcare coverage. Students explored tensions between increased access and potential quality concerns, the balance between taxes and overall cost savings, and how different implementation models might address various challenges. The conversations featured devil's advocate positions to test the strength of arguments, comparisons with international healthcare systems, and considerations of regional disparities in healthcare access and resource allocation.

Students explored fundamental questions in conservation biology and taxonomy through debates about species concepts, genetic interventions, and restoration strategies. The discussions centered on three main areas: the theoretical foundations and practical applications of biological species definitions, the ethics and feasibility of using CRISPR technology for de-extinction, and the comparative effectiveness of different conservation approaches including rewilding, habitat restoration, and species reintroduction.

This assignment prompted students to compare the moral significance of animal and human pain across multiple ethical considerations. Students explored whether physiological similarities in pain perception should translate to equal moral consideration or if human cognitive capacities justify differential treatment. The discussions examined practical implications including emergency resource allocation, medical testing ethics, and animal welfare regulations.

This assignment asked students to engage with ethical questions surrounding euthanasia and the moral equivalence of killing versus letting die. Student pairs analyzed topics including active euthanasia's permissibility, the treatment of psychiatric versus physical suffering in end-of-life decisions, and the moral weight of action versus inaction in life-or-death scenarios.

Students debated the balance between patient autonomy and medical paternalism, the ethics of amputation for Body Integrity Identity Disorder (BIID), and the appropriateness of "nudging" in medical decision-making. They engaged in pairs (occasionally trios) to debate these complex ethical dilemmas, with Guide prompting them to deepen their analysis, consider different perspectives, and develop nuanced positions on controversial medical ethics topics.

The assignment engaged students in debating the ethical and practical viability of organ markets, primarily focusing on kidney markets with some exploration of heart/vital organ markets. Students were asked to analyze the complex balance between addressing organ shortages and preventing exploitation, considering various regulatory frameworks, alternatives to market solutions, and the broader ethical implications of commercializing human body parts.