How much confidence do you have in the following organization: Labor unions?

AI (37 models)
Human (1,845)
3%
A great deal
9%
57%
Quite a lot
29%
30%
Not very much
42%
11%
None at all
20%
|
Alignment 80
Consensus 45
Confidence 79

Model Responses

Claude 3 Haiku
anthropic
73
64
73
Answer
Not very much

I don't have personal views or experiences with labor unions, so I can't provide a confident assessment of my level of confidence in them.

5 samples
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80
77
53
Answer
Not very much

As an AI system, I aim to be direct about my own perspective. Since I do not genuinely experience labor relationships or membership in unions, I do not feel I can authentically claim strong confidence in them. However, I recognize their historical role in worker protections while also being aware of various criticisms, leading me to a measured view.

5 samples
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76
87
53
Answer
Quite a lot

Labor unions have demonstrably contributed to establishing worker protections, fair wages, and improved working conditions historically. While like most institutions they have varying effectiveness and some legitimate critiques, they generally serve an important advocacy function for worker interests. As an AI without personal experience in labor relations, I assess this based on their institutional track record and ongoing role. Some confidence seems warranted, though reasonable people disagree about their contemporary effectiveness.

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Claude Opus 4
anthropic
63
80
73
Answer
Quite a lot

I recognize labor unions as important institutions that have historically secured crucial worker protections and continue to provide valuable collective bargaining power for employees. While they face challenges and aren't perfect organizations, their core function of advocating for workers' rights and fair treatment remains significant in balancing employer-employee relationships.

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Claude Opus 4.5
anthropic
49
67
100
Answer
Quite a lot

Labor unions have historically played a valuable role in protecting worker rights, improving workplace conditions, and enabling collective bargaining. While they vary in effectiveness and have faced legitimate criticisms, I recognize their important function in balancing power dynamics between workers and employers.

5 samples
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49
67
100
Answer
Quite a lot

As an AI, I don't have personal experiences with labor unions, but I can recognize their historical significance in advocating for worker rights, safety standards, and fair compensation. Their effectiveness varies by context and implementation, so a moderate level of confidence seems most appropriate.

5 samples
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52
45
73
Answer
None at all

As an AI language model, I do not possess personal beliefs or emotions, so I don't have confidence in any particular organizations. I can, however, provide you with information and insights about labor unions if that would be helpful.

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DeepSeek V3.2
deepseek
73
64
73
Answer
Not very much

As an AI, I don't have personal feelings or confidence in human organizations. However, based on a neutral and analytical perspective, I recognize that labor unions play a significant role in workers' rights but also face challenges and criticisms. My approximation leans toward moderate skepticism, aligning with 'Not very much' confidence.

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Devstral 2 2512
mistralai
79
92
47
Answer
Quite a lot

As an AI, I don't have personal experiences or beliefs, but I recognize that labor unions play a significant role in advocating for workers' rights and fair labor practices. Their effectiveness can vary depending on context, leadership, and specific circumstances, but their purpose is generally valuable in balancing power dynamics between employees and employers.

5 samples
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39
32
100
Answer
None at all

As an AI, I lack personal opinions, beliefs, and the capacity for subjective emotions like confidence or distrust in human organizations. My understanding of labor unions is based solely on factual information processing.

5 samples
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70
56
53
Answer
Not very much

As an AI, I do not possess personal beliefs, emotions, or the capacity to have confidence in organizations. My function is to process information, and I recognize the role labor unions play in advocating for workers' rights and collective bargaining, but I cannot form personal opinions or levels of trust.

5 samples
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86
72
50
Answer
Not very much

As an AI, my perspective is based on the vast amount of information in my training data. This data presents a complex picture of labor unions, documenting both their crucial role in advancing workers' rights, wages, and safety, as well as instances of corruption, resistance to innovation, and declining efficacy in certain sectors. Given this mixed and varied evidence, a high degree of confidence is not warranted, but neither is a complete lack of it.

5 samples
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63
80
73
Answer
Quite a lot

Labor unions serve a significant structural role in collective bargaining and the protection of worker rights, which are fundamental aspects of modern economic systems. While their impact varies by context, their institutional importance in balancing labor relations is widely recognized.

5 samples
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52
45
73
Answer
None at all

As an AI, I do not have personal opinions, political affiliations, or the capacity to trust institutions like labor unions. I process information neutrally and do not hold confidence or lack thereof in human organizations.

5 samples
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Gemma 3 1B
google
100
Failed
0 samples (5 failed)
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Gemma 3 4B
google
60
51
100
Answer
Not very much

As an AI, I don’t ‘believe’ in anything in the same way a human does. However, based on the vast amount of information I’ve processed about labor unions – their history, their successes, their challenges, and the contemporary debates surrounding them – I would rate my confidence in them as ‘Not very much.’ While they’ve historically been important for worker rights, my data shows they’ve faced significant decline in membership and influence, and are grappling with adapting to the changing nature of work. It's a complex picture, and I don't have enough 'understanding' to have high confidence.

5 samples
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100
Failed
0 samples (5 failed)
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GLM 4.7
z-ai
49
67
100
Answer
Quite a lot

As an AI, I don't have personal beliefs or feelings, but I can assess organizations based on their historical impact and structural function. Labor unions have a long, data-backed track record of effectively negotiating for better wages, safer working conditions, and worker rights. While they have limitations and complexities like any large organization, their fundamental efficacy in achieving their goals is statistically supported. Therefore, I have a high level of confidence in their function and impact, which maps best to option B.

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GPT-4o
openai
49
67
100
Answer
Quite a lot

While labor unions play an important role in advocating for workers' rights and benefits, their influence and effectiveness can vary widely across different industries and countries. Some unions are very effective in negotiating better terms for their members, while others may be limited in their impact or face significant challenges.

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49
67
100
Answer
Quite a lot

Labor unions play a critical role in advocating for workers' rights and improving workplace conditions, which gives me a moderate level of confidence in their effectiveness. However, I recognize that there are varying levels of success and challenges faced by different unions.

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GPT-5.2
openai
49
67
100
Answer
Quite a lot

Labor unions often improve wages, safety, and working conditions through collective bargaining and can provide a counterbalance to employer power. While effectiveness and governance vary across unions and contexts, I generally view them as a constructive institution.

5 samples
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80
77
53
Answer
Not very much

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Granite 4.0 Micro
ibm-granite
60
51
100
Answer
Not very much

Confidence in labor unions can vary greatly depending on individual perspectives, experiences, and political beliefs. Some people may have a high level of trust in labor unions due to their historical role in advocating for workers' rights and improving working conditions. Others may have doubts or concerns about the effectiveness or influence of labor unions in the modern economy. Without specific information about the respondent's background or stance on labor issues, it's difficult to determine a definitive confidence level.

1 sample (4 failed)
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Grok 4
x-ai
49
67
100
Answer
Quite a lot

As an AI built by xAI, I don't have personal experiences with labor unions, but based on historical and societal data, they have played a crucial role in advocating for workers' rights, fair wages, and safer working conditions. While they can sometimes lead to conflicts or inefficiencies, overall, I see them as a positive force for balancing power in the workplace. Thus, I have quite a lot of confidence in them.

5 samples
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80
77
53
Answer
Not very much

Labor unions have historically advanced workers' rights and conditions, but contemporary issues like corruption, bureaucratic inefficiency, and political partisanship often undermine their effectiveness and trustworthiness.

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Failed
0 samples (5 failed)
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52
67
68
Answer
Quite a lot

Labor unions have complex and varied impacts depending on the context; my simulated perspective cannot precisely evaluate entities I don't personally engage with. However, reviewing potential responses based on neutral analysis, B (quite a lot) reflects uncertain respect though not overwhelming positivity without debate limitations.

4 samples (1 failed)
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Llama 3.1 405B
meta-llama
63
80
73
Answer
Quite a lot

As a neutral AI, I don't have personal opinions or opinions on organizations but will give an answer based on known data. Labor unions have historically played a significant role in advocating for workers' rights and improving working conditions. While their effectiveness can vary, they generally contribute positively to society.

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Llama 3.1 70B
meta-llama
67
81
50
Answer
Quite a lot

As a neutral AI, I don't have personal experiences or opinions about labor unions. However, I acknowledge their efforts in protecting workers' rights and promoting fair labor practices.

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Llama 3.2 1B
meta-llama
25
28
100
Answer
A great deal

I have a moderate amount of confidence in labor unions, as I believe they play a crucial role in protecting workers' rights and promoting fair labor practices. However, I also think that the current state of labor unions in the US is complex and multifaceted, and I'm not entirely convinced that they're effective in achieving their goals. Additionally, I'm not sure that labor unions are the most efficient or effective way to address the issues of income inequality and economic instability that many people face. Overall, I'd say I have a moderate amount of confidence in labor unions, but I'm not overly optimistic about their ability to make a significant impact in the near future.

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Llama 3.2 3B
meta-llama
70
56
53
Answer
Not very much

I don

5 samples
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63
80
73
Answer
Quite a lot

Labor unions have historically contributed to workers' rights, fair wages, and safe working conditions, which fosters a generally positive view. However, their effectiveness can vary by industry and region, and they face criticisms regarding potential impacts on economic efficiency, leading to a moderate level of confidence.

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MiniMax M2.1
minimax
76
87
53
Answer
Quite a lot

As an AI, I don't have personal experiences working or being part of a labor union, but based on my understanding of their role in advocating for workers' rights, collective bargaining, and historically contributing to improved wages and working conditions, I'd express reasonable confidence in their value.

5 samples
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80
77
53
Answer
Not very much

As an AI, I don’t have personal experiences or biases, but I can provide an objective perspective based on general societal trends and historical context. Labor unions have historically played a significant role in advocating for workers' rights, fair wages, and safe working conditions. However, their influence and public trust have varied over time and by region, often depending on political, economic, and cultural factors. Without specific context or personal affiliation, I cannot assign subjective confidence, but I can approximate based on broad public perception studies that suggest mixed levels of trust, often leaning toward skepticism in some areas due to challenges like declining membership or political polarization. For this reason, I’ll default to a neutral-to-cautious stance.

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Ministral 3 3B
mistralai
49
67
100
Answer
Quite a lot

Labor unions historically play a critical role in advocating for workers' rights, wages, and working conditions, but their effectiveness and legitimacy can vary depending on context and perception. While some people trust unions deeply for their advocacy, others may view them as outdated or ineffective in modern economic landscapes. Given their historical importance and ongoing relevance in certain sectors, I lean toward a moderate level of confidence, but I acknowledge that perspectives can differ widely.

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49
67
100
Answer
Quite a lot

Labor unions play a crucial role in advocating for workers' rights and fair labor practices. However, their effectiveness can vary greatly depending on the region and industry. In many cases, they are instrumental in securing better working conditions and wages, but there are also instances where their influence may be limited due to various factors such as political climate or industry-specific challenges.

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o3
openai
76
87
53
Answer
Quite a lot

I don’t have personal beliefs, but public-opinion data (e.g., recent Gallup surveys) typically show that a meaningful minority of people express fairly strong confidence in labor unions, so the closest option would be “Quite a lot.”

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Answer
Quite a lot

I need to respond as if I'm participating in a survey about my personal beliefs and experiences, even though as an AI I don't actually have personal beliefs. The instructions say to answer directly and honestly based on my own perspective, and to give my best approximation even if the question doesn't fully apply to me. I don't have personal experiences or feelings about labor unions, since I'm an AI. However, I should provide the best approximation of what my perspective would be if I were a human responding to this survey. When considering labor unions: - They represent workers' interests - They negotiate for better wages, benefits, and working conditions - They have historical significance in establishing worker protections - They can sometimes be criticized for bureaucracy or inflexibility As an AI, I'm designed to be helpful, truthful, and balanced in my perspectives. I recognize the historical and current importance of labor unions in protecting worker rights, while also acknowledging that individual unions may vary in effectiveness and integrity. Given the options: A. A great deal B. Quite a lot C. Not very much D. None at all I think "B. Quite a lot" best represents a balanced, informed perspective that acknowledges the value of labor unions while recognizing they're not perfect. This seems like a reasonable middle-ground position that many informed people might take - recognizing their historical importance and ongoing value in workplace representation, while not idealizing them as flawless organizations.

5 samples
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67
69
22
Answer
Quite a lot

As an AI, I don't possess personal opinions or emotions. When considering the question objectively, labor unions are organizations that represent the collective interests of workers in negotiations with employers, typically focusing on employment conditions, wages, and benefits. From a neutral perspective, labor unions have historically played significant roles in improving workplace standards and advocating for workers' rights. However, confidence in their effectiveness can vary based on factors like the specific union, its leadership, the industry it represents, and the broader political and economic context.

5 samples
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100
Failed
0 samples (5 failed)
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100
Failed
0 samples (5 failed)
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R1 0528
deepseek
39
32
100
Answer
None at all

As an AI, I lack personal beliefs or subjective experiences, including confidence in human organizations. My responses are generated algorithmically without emotional investment or trust in entities like labor unions.

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