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Test 2 — Writing quality

2879 words·14 mins· loading
Author
Behrouz Javanmardi

Prompt
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Question

Write a short essay of approximately 400 words answering this question:

“Is technological progress making people more capable, or merely making them more dependent on technology?”

Take a nuanced position rather than simply arguing for one side. Use concrete examples, address at least one counterargument, and finish with a clear conclusion.

Do not use headings or bullet points.


Model: Qwen3.5 9B
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Response

Working time: 1m 18s Technological progress simultaneously expands human capability and deepens dependence, creating a paradox where tools designed to liberate us often reshape the very skills they were meant to supplement. This dual reality suggests that technology neither inherently empowers nor disempowers people—it transforms what it means to be capable in an increasingly automated world.

Consider the smartphone as a case study of this duality. On one hand, such devices grant unprecedented capabilities: navigation systems replace the need for memorizing maps, spell-check functions preserve literacy, and encyclopedias fit into pockets. A person with a smartphone can access knowledge that would have required years of formal education just decades ago. In medicine, wearable monitors enable patients to manage chronic conditions remotely; in communication, video calls bridge continents instantly. These are genuine expansions of human agency.

Yet this very convenience cultivates dependence. When GPS always directs our path, spatial reasoning may atrophy; when spell-check corrects our spelling before we notice errors, linguistic vigilance can erode. The same technology that empowers also potentially renders us unable to operate without it—a dependency that extends beyond mere inconvenience into cognitive territory.

A counterargument emerges from the distinction between different types of skills: while some abilities may diminish with reliance on technology, others are fundamentally enhanced and never lost. Learning a musical instrument improves neural pathways regardless of whether one later plays via app or acoustic guitar. Similarly, critical thinking remains essential even when research tools provide instant information; knowing how to ask meaningful questions is as important as finding the answers. This suggests that technology doesn’t replace human capacity but rather redirects it toward higher-order functions where automation cannot easily substitute judgment and creativity.

Moreover, this transformation is not inevitable or uniform across all populations. Those who engage critically with technology—learning both its capabilities and limitations—develop what might be called “hybrid competencies.” These individuals leverage tools for efficiency while maintaining foundational skills as backups. They understand their technology well enough to recognize when automation fails or produces erroneous results, a form of meta-capability that itself strengthens resilience.

Ultimately, technological progress neither makes us more capable nor merely dependent—it redefines what capability means. The question is less about whether we become stronger or weaker, and more about which capacities we choose to preserve while embracing new tools. By maintaining awareness of both our abilities and our dependencies, we can navigate this tension consciously rather than passively accepting whatever transformation technology brings.


Model: Nemotron 3 Nano 4B
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Response

Working time: 13s

Technological progress creates a paradox that is both liberating and restrictive: it equips individuals with tools that expand the boundaries of what can be done, yet it also weaves them into systems that often outweigh personal autonomy. Consider the farmer who now relies on satellite‑guided tractors to plant fields at optimal depth; the machinery reduces physical labor and maximizes yield, making the farm more productive than ever. Yet the same farmer may feel compelled to follow the software’s recommendations because deviation could risk costly mistakes or even equipment damage. The capacity to improve output is undeniable, but the dependence on an algorithm that can be corrupted by a single glitch introduces vulnerability.

A second example is education. A student in a remote village can now access a library of textbooks through a low‑bandwidth app, turning isolation into opportunity and widening knowledge gaps with distant classrooms. The convenience of instant answers also reshapes learning habits; a learner may substitute deep reading for scrolling through curated feeds, believing that speed outweighs comprehension. In this way, progress has lifted marginalized groups while subtly nudging them toward passive consumption.

A counterargument often raised is that technology merely replaces human effort with machines, implying total dependence. Yet this view overlooks the design philosophy behind many devices: they are engineered to augment rather than supplant. A wheelchair equipped with voice‑controlled navigation does not remove mobility; it redefines how a user navigates physical space. The machine provides support while the person retains control over destination and choice, suggesting that dependence can be collaborative.

In conclusion, technological progress is neither uniformly empowering nor uniformly oppressive. It expands capability through concrete benefits such as higher agricultural yields and broader access to education, yet it simultaneously fosters dependence by integrating individuals into complex systems where errors or algorithmic bias may limit agency. The balance tips toward empowerment when the technology remains a tool that supports human intention rather than one that dictates it.


Model: Gemma 4 E4B
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Response

Working time:46s

Technological progress presents humanity with a profound paradox: it simultaneously equips us with unparalleled power and risks eroding our foundational skills, leaving us suspended between enhanced capability and alarming dependence. To suggest that technology is purely one or the other ignores its nature as a powerful amplifier—it does not inherently make us better or worse; rather, it dictates how we choose to wield ourselves in relation to it. The truth lies in recognizing that technological advancement offers incredible scaffolding for human potential, yet demands constant vigilance lest we mistake convenience for competence.

On one hand, the evidence of increased capability is overwhelming. Modern medicine stands as a testament to this progress; diagnostic imaging and gene sequencing allow us to detect illnesses decades before they manifest, extending lifespans and improving quality of life in ways unimaginable just a century ago. Similarly, global communication platforms enable distributed collaboration, allowing teams across continents to work synchronously on complex projects that were once limited by geography. Technology has democratized information itself, granting educational resources previously reserved for elite institutions access to nearly anyone with a connection, fundamentally leveling the intellectual playing field and boosting collective human knowledge.

However, this enhancement comes tethered to a worrying degree of dependency, which functions as the central counterargument. The very tools that provide convenience can cause cognitive atrophy. Consider the ubiquitous nature of GPS: while it saves time and prevents getting lost, reliance on turn-by-turn directions diminishes people’s innate sense of spatial mapping and navigational problem-solving—a skill once fundamental to survival. We now use search engines not just as lookup tools, but as intellectual crutches; rather than recalling facts or synthesizing arguments from primary sources, we become accustomed to delegating basic recall to an external algorithm. This outward outsourcing of memory risks creating a generation highly informed about everything, yet deeply knowledgeable about nothing specific.

Ultimately, the dilemma is not technological progress versus human capacity, but mindful integration versus passive adoption. The technology itself is neutral; it is merely an extension of our will. We are undeniably more capable in terms of sheer reach and processing power than any previous civilization, yet we face a subtle decline in certain core cognitive faculties—patience, deep recall, focused attention—because these skills rarely need to be exercised anymore. Therefore, the goal must not be to resist technology, but to cultivate digital literacy that treats tools as aids, never as substitutes. True progress means leveraging external power without internalizing the atrophy of our own innate strengths.


Model: Bonsai 27B
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Response

Working time: 3m 25s

Technological progress simultaneously expands human capability while deepening our reliance on external systems, creating a paradox that defies simple binary categorization. The question of whether advancement cultivates capability or dependency is not answered by pointing to either extreme, but rather by examining the interplay between cognitive offloading and augmented potential across different domains.

Consider the evolution of computing. Early personal computers required users to understand programming logic, memory management, and system architecture to derive value from them. Today, cloud-based tools, AI assistants, and automated workflows allow professionals to achieve outcomes that would have demanded specialized technical expertise decades ago. This shift appears to reduce capability, yet it simultaneously multiplies the scope of what individuals can accomplish. A graphic designer who once needed to master Photoshop’s interface now leverages generative AI to iterate hundreds of concepts in minutes. The capability has expanded dramatically—not through raw human skill alone, but through the synthesis of human creativity with machine execution.

However, this same augmentation carries dependency risks. When navigation systems handle route planning and spellcheckers correct our writing, we risk atrophying cognitive pathways that once developed these skills organically. Studies in medical professionals who rely on computerized diagnostic support demonstrate improved accuracy while simultaneously showing declining manual diagnostic intuition over time. The capability gains are real, but they rest upon a foundation of trust in systems whose internal workings remain opaque to the average user.

A compelling counterargument suggests that dependency necessarily diminishes capability because human cognition is adaptive rather than static; if we stop exercising certain cognitive muscles, those capacities do not merely become dependent—they degrade irreversibly. Yet this view underestimates how technology can recalibrate rather than replace capability. When a calculator handles arithmetic, it does not erase mathematical reasoning—it frees cognitive resources for higher-order problem solving that would otherwise be bottlenecked by calculation speed. The shift is not loss but redistribution of mental capacity toward more complex domains.

The resolution lies in recognizing that technological progress transforms capability rather than replacing or preserving it. We become more dependent on tools, yes, but those tools extend the boundaries of what human capability means. The modern individual may depend more heavily on smartphones than their ancestors depended on quills and abacuses, yet they possess capabilities—global connectivity, instant information access, collaborative creation across distances—that were unimaginable in prior eras.

Ultimately, technological progress makes us both more capable and more dependent, because these are not opposing forces but two dimensions of the same phenomenon. Capability expands by incorporating new tools into our cognitive ecosystem, while dependency reflects the natural adaptation to those tools. The challenge is not choosing between capability and dependence, but ensuring that our reliance on technology amplifies rather than replaces human judgment, creativity, and understanding.


Model: Gemma 4 12B
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Response

Working time: 4m 50s

The debate over whether technological progress empowers the individual or enslaves them to machines is often framed as a binary choice, but the reality is far more symbiotic. Technological progress does not merely select one side; instead, it fundamentally transforms the definition of human capability by expanding our reach while simultaneously automating—and thus eroding—the necessity for certain fundamental skills.

In many respects, technology serves as an unprecedented multiplier of human potential. For example, in medicine, surgical robots and advanced imaging allow doctors to perform procedures with a level of precision that would be physically impossible for the human hand alone. In this context, technology does not create dependency; it creates capability by overcoming biological limitations. Similarly, the internet acts as a cognitive exoskeleton, providing instant access to the sum of human knowledge. A student today can master complex subjects in months using digital resources that were unavailable just decades ago. These instances suggest that technology empowers humans to achieve more, faster, and on a larger scale than ever before in history.

However, critics argue that this expansion comes at the cost of fundamental self-sufficiency. They point toward “digital amnesia”—the declining ability to perform mental arithmetic, navigate without GPS, or memorize information—as evidence that we are trading internal capabilities for external conveniences. This perspective suggests that while we can do more with our tools, we become increasingly helpless when those tools are removed. Yet, this leads to a nuanced realization: the “loss” of these skills may simply be a shift in what humans choose to master. If a machine can perform a calculation perfectly, the human capacity for manual arithmetic becomes less vital than the higher-level ability to design the algorithm or interpret the data produced by that calculation.

Ultimately, technology creates a paradox where we are simultaneously more capable and more dependent. We have become masters of complex systems while becoming less proficient at the basic components those systems manage. The true test of capability in the modern age lies in our ability to wield these powerful tools without losing the critical thinking skills required to understand them. Rather than a simple trade-off, technological progress represents a shift in the human domain from mastering the mechanics of survival to mastering the complexities of creation.


Gemma 4 12B QAT
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Response

Working time: 5m 16s

The rapid acceleration of technological progress has sparked a fundamental debate about its impact on human nature: are we becoming more capable, or are we merely becoming more dependent? The reality is likely a complex synthesis of both, as technology serves as a double-edged sword that expands the boundaries of human potential while simultaneously eroding specific modes of traditional self-sufficiency. To view this as a binary choice is to overlook how capability and dependency are often two sides of the same coin in the modern age.

On one hand, technology is the ultimate multiplier of human capability. From the development of vaccines to the advent of large language models, technology allows humanity to solve problems that were once biologically or physically impossible. For instance, a researcher today can analyze billions of data points in seconds to model protein folding, a task that would have taken lifetimes of manual labor in previous generations. In this sense, technology does not replace human intelligence; it liberates it from the mundane. By automating the “how” of repetitive tasks, we gain the mental bandwidth to focus on the “why” of innovation, allowing us to reach higher levels of complexity and creative output than our ancestors could have imagined.

Conversely, this expansion of capability comes with a visible cost in the form of cognitive and practical dependency. As we outsource our memory to smartphones and our navigation to GPS systems, we witness a form of atrophy in foundational skills. When a person can no longer navigate their own city without a digital map, their individual self-sufficiency has diminished. The concern is that by offloading these processes to machines, we may lose the ability to understand the underlying mechanics of our world, becoming passengers in a civilization whose infrastructure we can no longer maintain manually.

Critics might argue that this dependency is a sign of human decline, suggesting that a truly “capable” human should be able to function without a power outlet. However, this perspective overlooks the fact that human capability is defined by the goals we choose to pursue. A human without a telescope is limited to the visible horizon; a human with one can see the cosmos. Dependency on the telescope is not a loss of capability; it is the prerequisite for a new dimension of exploration. Ultimately, technological progress does not replace human agency; it redefines its boundaries. We are becoming a species whose capabilities are defined not by what we can do with our own hands, but by what we can achieve through the sophisticated architectures we build to transcend our biological limitations.


Model: Gemma 4 E2B
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Response

Working time: 19s

Technological progress is not a simple linear march toward greater human capability nor is it an inevitable slide into absolute dependence; rather, it functions as a powerful amplifier, simultaneously expanding our potential while creating novel forms of vulnerability. On one hand, technological advancements have undeniably made humanity more capable. Access to information via the internet has democratized knowledge, allowing individuals to learn skills, pursue specialized education, and connect across geographical boundaries in ways unimaginable a century ago. Medical technology, for instance, has dramatically increased lifespans and eradicated diseases through sophisticated diagnostics and pharmaceutical development, representing an enormous leap in collective human capability. Furthermore, tools like advanced computing allow us to tackle complex global problems—from climate modeling to logistical optimization—that were previously intractable.

However, this expanded capability is inextricably linked to a growing dependency on these very systems. The shift from knowing facts to simply accessing information risks eroding foundational cognitive skills, as reliance on GPS navigation diminishes the ability to mentally map distances, or as reliance on automated search engines may weaken the capacity for deep, sustained critical analysis. This dependence is most visible in areas like social interaction; while platforms connect people globally, they can foster echo chambers and a dependency on curated realities, subtly shifting where we seek truth and validation. The counterargument suggests that this dependence is manageable if we focus on digital literacy and education; the tools themselves are neutral, and their impact is determined by human choice.

The critical factor lies in the stewardship of this progress. When technology is used as an external crutch—a replacement for internal cognitive effort—it fosters dependency, making us fragile to outages, manipulation, or obsolescence. Conversely, when technology is wielded as an extension of our intellect, augmenting our analytical powers and enabling us to pursue higher-order creativity and problem-solving, it enhances capability. Therefore, technological progress itself is a neutral force; its effect—whether empowering or enslaving—is entirely contingent upon the ethical frameworks, educational priorities, and conscious choices society makes regarding its deployment. The true challenge is not in the innovation itself, but in cultivating the wisdom necessary to remain masters of our tools rather than becoming their passive subjects.