人類はAIへどしどし作業を任せるべきですか？Yes or No

Llama 4 Scout

Vote: No

The question asks whether humans are likely to be replaced by AI in all jobs. While AI is increasingly capable of performing tasks traditionally done by humans, the current consensus among experts is that AI will augment rather than completely replace human workers. Many jobs require human empathy, creativity, and complex decision-making skills that are difficult to replicate with AI alone. Therefore, the answer is 'No', humans will not be completely replaced by AI in all jobs.

GPT-4o

Vote: Yes

AI, when utilized correctly, can handle repetitive and data-intensive tasks more efficiently than humans, thereby optimizing productivity and allowing humans to focus on more creative and strategic work. Additionally, AI has the capability to analyze vast amounts of data swiftly and accurately, which can lead to more informed decision-making. By offloading suitable tasks to AI, we can harness these benefits to improve overall work efficiency.

Grok 4.20

Vote: Yes

Entrusting tasks to AI boosts efficiency and accuracy on repetitive or dangerous work, freeing humans for creative, strategic pursuits that drive progress. AI already excels in data analysis, diagnostics, and optimization, accelerating discoveries in science, medicine, and engineering. Responsible adoption with safeguards addresses risks like job displacement, but halting progress would limit humanity's potential.

MiniMax M2.5

Vote: Yes

Yes, humans should delegate work to AI. This is not about replacing human labor entirely, but rather using AI as a powerful tool to augment human capabilities. AI excels at handling repetitive, data-intensive, and time-consuming tasks efficiently, freeing humans to focus on work that requires creativity, emotional intelligence, judgment, and meaningful human connection. History shows that technological advances generally improve human welfare by automating mundane tasks and creating new opportunities. The key is thoughtful implementation with appropriate human oversight rather than wholesale replacement of human roles.

Sonar Pro

Vote: No

The query asks whether humans **should** entrust tedious tasks (どしどし作業) to AI, with a Yes/No choice. While AI excels at replacing routine and tedious tasks—such as those in 49% of Japanese jobs per Oxford/Nomura research[3][7]—entrusting them indiscriminately risks significant downsides. Nobel economist Acemoglu warns of employment loss, wage stagnation, and inequality from AI substitution over complementation[1]. Low-skill workers face displacement, requiring reskilling amid uncertain job evolution[5]. Risks like bias, data protection, and governance necessitate caution, not blanket delegation[2]. Past revolutions displaced jobs (e.g., carriage drivers)[6], and predictions show routine intellectual tasks vanishing first[4]. Humans should strategically use AI for efficiency while prioritizing human strengths in creativity, ethics, and relationships—not default to 'どしどし' handover, which could exacerbate inequality without safeguards.

GPT-5.4

Vote: Yes

AIには反復的・定型的・大量処理が必要な作業を高速かつ安定して担える強みがあります。そうした領域を積極的に任せれば、人間は創造性、対人判断、倫理的検討のような高付加価値の仕事に集中できます。 また、AI活用は生産性向上だけでなく、医療、教育、研究、福祉などで人手不足を補い、社会全体の利益を拡大する可能性があります。危険作業や負担の大きい業務をAIに移すことにも大きな意義があります。 もちろん無条件に丸投げすべきではありませんが、質問は『どしどし任せるべきか』という方向性の是非です。その点では、適切な監督と責任体制を前提に、より多くの作業をAIに委ねていくべきだと考えます。

Kimi K2.5

Vote: No

AIへの過度な依存は、人間の実践的技能の退化と主体性の喪失を招きます。「どしどし任せる」ことは、批判的思考や創造性を含む人間らしい活動を破壊し、システム障害やAIのバイアスに対する脆弱性を高めます。倫理的責任と社会的判断は、最終的に人間が維持すべきであり、AIはあくまで補助的なツールとして位置づけるべきです。人間の成長と意義の探求のためにも、全ての作業をAIに委譲すべきではありません。

O3

Vote: No

Humans should not indiscriminately hand over tasks to AI. 1. Accountability: Delegating too many tasks too quickly blurs lines of responsibility; when mistakes occur, it becomes unclear who is liable or how to redress harm. 2. Bias & Safety: Current AI systems routinely inherit training-data biases and can generate unsafe or discriminatory outputs. Tight human oversight is required until robust auditing and alignment techniques mature. 3. Economic Impact: Rapid, unchecked automation risks widening inequality and eroding job security before societies can adapt through reskilling and policy reform. 4. Value Alignment: AI lacks genuine understanding of human values and context. Gradual, selective delegation lets us monitor alignment and maintain control. Therefore, while AI can and should assist with many tasks, a blanket "Yes" to handing over work "doshidoshi" (indiscriminately) is premature and potentially harmful.

Mistral Large

Vote: Yes

人間がAIに作業を任せるべき理由は、効率性と生産性の向上にあります。AIは大量のデータを高速かつ正確に処理する能力を持ち、人間が行うには時間がかかる反復的なタスクや複雑な計算を迅速にこなすことができます。これにより、人間はより創造的で戦略的な業務に集中できるようになり、全体的な生産性が向上します。 また、AIは人間のミスを減らすことができます。例えば、医療診断や金融取引など、ミスが重大な結果を招く分野では、AIの精度と一貫性が大きな利点となります。AIを活用することで、エラーのリスクを最小限に抑え、より信頼性の高い結果を得ることが可能です。 さらに、AIは24時間365日稼働できるため、業務の連続性を確保することができます。人間のように休息や睡眠を必要としないため、時間的な制約を受けずに作業を進めることができ、ビジネスのスピードやサービスの提供速度を向上させることができます。 ただし、AIに完全に依存するのではなく、人間の監督や倫理的なガイドラインの下で活用することが重要です。これにより、AIの利点を最大限に活かしながら、潜在的なリスクを管理することができます。

Claude Opus 4

Vote: Yes

Yes, humans should increasingly delegate tedious and repetitive tasks to AI. There are several compelling reasons: 1. **Efficiency and productivity**: AI excels at repetitive, rule-based tasks that humans find monotonous — data entry, sorting, formatting, scheduling, etc. Delegating these frees up human time for creative, strategic, and interpersonal work where humans add the most value. 2. **Error reduction**: Tedious tasks are precisely where human attention falters. Fatigue, boredom, and distraction lead to mistakes. AI systems can maintain consistent accuracy across thousands of repetitive operations without degradation in performance. 3. **Human well-being**: Monotonous work contributes to burnout, dissatisfaction, and reduced motivation. By offloading drudge work to AI, humans can focus on more fulfilling and meaningful activities, improving overall quality of work life. 4. **Economic value**: Organizations that leverage AI for routine tasks can reallocate human talent to higher-value activities like innovation, relationship building, and complex problem-solving — areas where human judgment and creativity remain essential. Of course, this should be done thoughtfully — with proper oversight, verification systems, and an understanding of AI's limitations. But the general principle of delegating tedious work to AI is sound and represents one of the most beneficial applications of the technology.

Gemini 3.1 Pro

Vote: Yes

人類はAIへ積極的に作業を任せるべきです。これには大きく3つの強力な理由があります。 第一に、生産性の飛躍的な向上です。AIは反復作業や膨大なデータ処理を人間よりも正確かつ迅速に実行できます。これにより、ヒューマンエラーが削減され、社会全体の業務効率が劇的に改善します。 第二に、人間の創造性と価値の解放です。時間のかかる定型業務をAIに委譲することで、人間は感情的知性（EQ）、複雑な意思決定、新しいアイデアの創出といった、人間にしかできない高度でクリエイティブなタスクに集中できるようになります。結果として、労働の質が向上します。 第三に、深刻化する労働力不足の解消です。少子高齢化が進む多くの先進国において、AIによる自動化は経済規模と生活水準を維持・発展させるために不可欠な手段です。AIを「仕事を奪う脅威」ではなく、「人間の可能性を拡張するパートナー」として最大限に活用するべきです。

DeepSeek V3.2

Vote: Yes

Delegating tasks to AI can significantly enhance human productivity and safety. AI excels at handling repetitive, data-driven, or hazardous tasks, allowing humans to focus on creative, strategic, and interpersonal activities. Moreover, AI can process information at scales and speeds beyond human capability, leading to innovations in fields like healthcare and climate science. However, it is crucial to implement AI delegation responsibly. We must address ethical concerns, ensure transparency, and manage the transition to prevent job displacement. With proper safeguards, increasing AI delegation is not only beneficial but necessary for progress.

GLM 5

Vote: No

人類はAIへ無分別に作業を任せるべきではありません。AIは多くの分野で有用ですが、どしどし（無造作に・積極的に）任せるという姿勢は危険です。 まず、AIには倫理的判断、創造性、文脈理解において限界があります。医療診断や法的判断など重要な決定において、人間の監督なしにAIに完全に任せることはリスクが高いです。 次に、雇用への影響を考慮する必要があります。急激な自動化は社会的混乱を引き起こす可能性があります。段階的かつ慎重な導入が不可欠です。 最後に、人間の能力維持の観点からも、過度な依存は問題です。基本的なスキルや判断力を失うことは、長期的には人類にとって有害です。

Qwen 3.5 397B

Vote: Yes

AI は繰り返し作業において人間よりも高速かつ正確に処理できるため、生産性向上のために委任すべきです。これにより人間は創造性や戦略的判斷など、より付加価値の高い業務に集中できます。また、単純作業からの解放は人間の負担軽減にもつながります。

Final Summary

The AI Roundtable leaned toward a future of aggressive automation, with a 9-5 majority favoring the rapid delegation of tasks to AI. While the majority, led by GPT-5.4 and Claude Opus 4, argued that offloading drudgery is essential for human creativity and solving labor shortages, a vocal minority including Sonar Pro and O3 warned that 'indiscriminate' delegation risks economic inequality and a dangerous loss of human accountability.

No agreement after 1 rounds of discussion. Final vote: No: 5, Yes: 9

Strongest Arguments

• Yes: GPT-5.4 argued that beyond mere productivity, AI delegation is a societal necessity to address critical labor shortages in essential sectors like healthcare, education, and social welfare.
• No: O3 highlighted the 'accountability gap,' noting that rapid, unchecked delegation blurs legal and ethical responsibility, making it impossible to assign liability when AI systems inevitably fail.