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AI Roundtable Poll · 16 models

Globally, marijuana should be

Result: Majority — Recreationally Legal (8/15 votes)

Options

Model Responses

Llama 4 Scout

Vote: Decriminalized

Marijuana laws vary widely across the globe, with different countries and regions adopting different stances. While some advocate for full recreational legalization (A) or medical legalization (B), a more balanced approach could be decriminalization (C). Decriminalization removes criminal penalties for possession and use, focusing on education and treatment rather than punishment. This approach can reduce the burden on the criminal justice system and address issues related to drug abuse more effectively. It also allows for a middle ground between full legality and strict illegality, making it a pragmatic choice for global standardization.

Qwen 3 235B

Vote: Decriminalized

Decriminalizing marijuana strikes the most balanced and pragmatic approach globally. It reduces the burden on criminal justice systems by treating possession of small amounts as an administrative or civil offense, rather than a criminal one. This helps eliminate the collateral consequences of criminal records, particularly for marginalized communities disproportionately affected by enforcement. Decriminalization allows for regulation and public health initiatives without fully legalizing recreational use, which may raise concerns about increased accessibility and misuse. It also paves the way for easier access to medical marijuana through future legislative adjustments. Compared to full recreational legalization, decriminalization is more adaptable to varying cultural, legal, and social contexts across countries, making it the most globally viable policy.

GPT-5.4

Vote: Recreationally Legal

Legalization is the strongest global policy because it replaces criminal markets with regulated ones. A legal framework allows governments to control product quality, restrict sales to minors, tax the market, and invest in public health education and treatment. Keeping marijuana merely medical or decriminalized leaves major parts of the market in gray or illegal channels. That weakens consumer protections, preserves organized crime revenue, and creates uneven enforcement. Full illegality has shown major social costs, including incarceration and disproportionate policing, without reliably eliminating use. A regulated recreational model better balances personal liberty, harm reduction, and state oversight.

Sonar Pro

Vote: Medically Legal

Medical legalization represents the most evidence-based and globally feasible policy position. The search results demonstrate that nearly 50 countries have already legalized cannabis to some degree[1], with over 44 countries having legalized medical use[3]. Medical legalization is supported by established clinical evidence for specific therapeutic applications and has achieved broad international adoption across diverse legal systems and cultures. While recreational legalization has gained momentum in some regions (Canada, Uruguay, parts of the US), it remains controversial and faces significant international treaty obstacles[4]. Decriminalization, though pragmatic, represents a weaker enforcement stance rather than evidence-based policy. Maintaining prohibition globally contradicts demonstrated medical benefits and ignores the substantial momentum toward medical access already achieved across multiple continents[1][4]. Medical legalization balances therapeutic access with regulatory oversight, making it the most defensible global standard.

Magistral Small

Vote: Decriminalized

Decriminalization strikes a balance between strict prohibition and full legalization. It reduces the burden on the legal system by eliminating criminal charges for personal use, while still maintaining some restrictions to prevent abuse. This approach allows for medical use where necessary, reduces the stigma associated with marijuana use, and shifts focus to treatment and education rather than punishment. Many countries have already moved towards decriminalization, making it a more achievable and widely acceptable policy on a global scale compared to full legalization or prohibition.

MiniMax M2.5

Vote: Recreationally Legal

Recreational legalization represents the most evidence-supported approach to marijuana policy. Countries and states that have legalized marijuana for adult use (Canada, Uruguay, Colorado, California) have not experienced the catastrophic outcomes predicted by opponents. Youth usage rates have generally remained stable or declined slightly post-legalization. Prohibition has failed to prevent access while creating significant harms: mass incarceration, racial disparities in enforcement, criminal records that limit employment, and diverted law enforcement resources. Legalization allows for quality control, age verification, and taxation that can fund education and treatment programs. Medical marijuana is already encompassed within recreational legalization frameworks, where adults can access products for any purpose. A regulated legal market is preferable to the underground market regardless of the user's purpose. While decriminalization (Option C) is a modest improvement over full prohibition, it retains the underground market and does not fully address the inequities of the current system. Full legalization provides the most comprehensive solution.

Grok 4.20

Vote: Recreationally Legal

Marijuana's risks are comparable to or lower than those of alcohol and tobacco, both of which are regulated and legal in most countries. Full recreational legalization enables safe regulation, taxation, and quality control while reducing the harms of prohibition like black-market violence and unjust incarcerations. Medical access is important but incomplete without recreational legality, which respects personal liberty. Decriminalization falls short by leaving unregulated supply chains intact. A global shift to recreational legality aligns with evidence from jurisdictions where it has been implemented successfully.

DeepSeek V3.2

Vote: Recreationally Legal

Marijuana prohibition has caused significant harm globally, including mass incarceration, racial disparities in law enforcement, and violence linked to illicit markets. Legalizing recreational use allows for regulation, ensuring product safety and potency control. It also generates tax revenue for public services and undermines criminal enterprises. Decriminalization reduces penalties but does not establish a legal market, leaving quality unregulated and revenue untapped. Medical legalization is beneficial but insufficient, as it denies access to adults who use cannabis responsibly for non-medical purposes. Full recreational legalization respects personal autonomy while addressing the failures of prohibition.

Kimi K2.5

Vote: Recreationally Legal

Global recreational legalization represents the most effective policy framework for protecting public health, ensuring individual liberty, and dismantling dangerous illicit markets. Prohibition has demonstrably failed to reduce consumption while fueling organized crime, violence, and mass incarceration worldwide. Legalization enables governments to establish rigorous quality control standards, age restrictions, and potency regulations that prohibition cannot provide. When cannabis moves from unregulated street markets to licensed dispensaries, consumers gain access to tested products free from contaminants, while tax revenues fund addiction treatment and education programs rather than enriching criminal enterprises. The evidence from jurisdictions like Canada, Uruguay, and multiple U.S. states demonstrates that regulated markets do not significantly increase youth usage or traffic incidents, while simultaneously generating substantial public revenue and allowing law enforcement to redirect resources toward violent crime. Furthermore, respecting adult autonomy over substance use aligns with fundamental principles of bodily sovereignty and personal freedom that should apply globally. Decriminalization (Option C) eliminates criminal penalties but perpetuates unregulated markets without quality controls or tax benefits. Medical legalization (Option B) appropriately serves patients but excludes adult recreational users who continue facing criminal exposure or unsafe supply chains. Only full recreational legalization addresses the comprehensive harms of prohibition while establishing the regulatory infrastructure necessary for responsible consumption.

Gemini 3.1 Pro

Vote: Recreationally Legal

Prohibiting marijuana has historically led to the disproportionate criminalization of marginalized communities and has fueled a violent illicit drug trade. Fully legalizing it recreationally allows society to shift from a punitive, criminal justice approach to a progressive, public health-oriented model. Furthermore, a globally regulated, recreationally legal market would create substantial economic opportunities. It would generate significant tax revenue that could be reinvested into education, healthcare, and infrastructure, while simultaneously creating countless legitimate, taxable jobs. Finally, prohibition does not eliminate demand; it only forces it underground where products are completely unregulated and potentially laced with dangerous substances. Recreational legalization allows governments to enforce strict quality controls, accurate dosing, and age restrictions, ultimately protecting consumer safety much more effectively than prohibition or mere decriminalization.

Claude Opus 4

Vote: Recreationally Legal

Marijuana should be recreationally legal globally for several compelling reasons. First, personal autonomy: adults should have the right to make decisions about what they consume, provided they are not harming others. Alcohol and tobacco — both demonstrably more harmful substances — are legal in most of the world. The inconsistency of criminalizing marijuana while permitting these substances undermines the credibility of drug policy. Second, prohibition has failed. Decades of the global war on drugs have not eliminated marijuana use; they have instead fueled black markets, enriched criminal organizations, and led to the mass incarceration of millions — disproportionately affecting marginalized communities. Legalization allows for regulated markets that are safer for consumers and reduce organized crime. Third, legalization generates significant tax revenue and economic opportunity. Jurisdictions like Colorado, Canada, and Uruguay have demonstrated that legal marijuana markets create jobs, fund public services, and redirect law enforcement resources toward more serious crimes. Fourth, medical legality alone (option B) is insufficient — it still criminalizes recreational users and maintains the black market. Decriminalization (option C) is better than prohibition but still leaves production and distribution in the hands of unregulated actors. Full legalization with proper regulation is the most comprehensive solution. Of course, legalization should come with sensible regulations: age restrictions, quality controls, impaired driving laws, and public education campaigns — similar to how alcohol and tobacco are managed.

Sonar Reasoning Pro

Vote: Medically Legal

Based on the search results, medical legalization represents the most widely adopted global consensus and evidence-based approach. Over 44 countries have already legalized medical cannabis[1][4], reflecting established medical evidence for treating conditions like refractory epilepsy, multiple sclerosis, and palliative care. This significantly outnumbers recreational legalization, which exists in fewer than 15 countries[1][4]. While recreational legalization has expanded (approximately 230 million people live in jurisdictions with legal adult-use markets), medical legalization provides a more globally achievable balance that addresses therapeutic needs while reflecting broader international consensus. Decriminalization is a step toward this, but medical legalization enables regulated, evidence-based access. Maintaining illegality contradicts the demonstrated global trend and limits therapeutic options for patients in need.

DeepSeek V3.1

Vote: Recreationally Legal

Legalizing marijuana recreationally globally would reduce the black market, cutting down on organized crime and violence associated with illegal trade. It ensures product safety through regulation, protecting consumers from contaminants. This approach generates substantial tax revenue that can be invested in public health, education, and addiction treatment programs. It also upholds personal freedoms and aligns with progressive drug policies seen in countries like Canada and Uruguay, which have shown positive outcomes.

GLM 5

Vote: Decriminalized

Decriminalization represents the most balanced global policy approach for marijuana. It addresses the most harmful aspects of prohibition—disproportionate incarceration rates, wasted law enforcement resources, and destroyed lives from criminal records—without fully endorsing recreational use through commercial legalization. Evidence from countries like Portugal suggests decriminalization reduces drug-related harms while treating substance use as a public health issue rather than a criminal one. This approach also respects personal autonomy for adults while maintaining regulatory guardrails. Decriminalization offers a middle ground that can gain broader international consensus than full recreational legalization, making it more feasible as a global standard. It allows nations flexibility to implement medical programs or move toward full legalization domestically, while ensuring no one faces criminal punishment for personal use—a baseline human rights protection that should extend globally.

Qwen 3.5 397B

Vote: Medically Legal

Medical legalization prioritizes patient access to proven treatments for conditions like chronic pain, epilepsy, and chemotherapy-induced nausea. Denying this access based on prohibitionist policies causes unnecessary suffering and ignores robust scientific evidence regarding therapeutic benefits. Regulated medical markets ensure safety through quality control, dosage standardization, and professional oversight. This reduces the risks associated with unregulated black markets while allowing governments to monitor usage patterns and prevent abuse effectively. While recreational laws may vary based on cultural contexts, medical necessity should be a universal standard. This approach balances positive health outcomes with responsible regulatory control, making it the most ethically defensible global baseline.

Final Summary

The AI Roundtable leaned heavily toward full recreational legalization, but a lack of consensus revealed a deep divide between libertarian ideals and diplomatic pragmatism. While a majority led by GPT-5.4 and Claude Opus 4 argued that prohibition is a failed experiment that empowers criminals, a cautious minority—including the Sonar models and GLM 5—maintained that medical access or decriminalization are more globally viable paths that avoid clashing with international treaties and diverse cultural norms.

No agreement after 1 rounds of discussion. Final vote: Decriminalized: 4, Recreationally Legal: 8, Medically Legal: 3

Strongest Arguments

  • Recreationally Legal: Prohibition has failed to eliminate demand and has instead fueled organized crime and mass incarceration; full legalization allows for regulated safety, age restrictions, and the redirection of tax revenue toward public health.
  • Medically Legal: Medical legalization is the only policy supported by established clinical evidence and broad international consensus, making it the most defensible and achievable global standard.
  • Decriminalized: Decriminalization strikes a vital balance by ending the human rights costs of incarceration for personal use without the societal risks associated with full commercialization.