The Quiet Cost of Asking AI to "Just Make It" (Artificial Intelligence's Subtle Effects)

(This essay was inspired because the author is currently taking the course Machine Learning Foundations and had a small talk of a GenZ Insurance Advisor, in one of the coffee shops; where the use of AI from a perspective of nonchalantness was freely discussed in an open-ended exchange of ideas)

There’s a version of this conversation that feels very Gen Z, esp those in the higher echelons of education — those Gen Zs who're "woke" and constantly seeking "information"to better humanity and the environment.

You’re in a university "tambayan"— laptops open, someone running a group chat debate about sustainability. Someone says, “We need to be more mindful with AI. It consumes energy.” Heads nod. It sounds right. It feels responsible.

But then, five minutes later, someone’s prompting an AI to generate a video for a class presentation. Another is using it to summarize readings. Someone else is creating images for a campaign pitch. No one thinks twice — because the impact isn’t visible.

That’s the strange thing about AI—it feels weightless. Walang usok. Walang ingay. No factory. No physical mess. Just a clean interface and a blinking cursor asking what you want - at least from a user's vantage point. But behind that cursor is something very real.

Every time you ask AI to generate something—a video, a set of images, even long-form text—you’re tapping into a network of data centers. Massive, always-on infrastructures that process enormous amounts of data, cooled continuously, powered constantly. These centers don’t sleep. They don’t slow down. They respond, and every response costs energy.

It’s not dramatic in isolation. One prompt won’t change the climate. One AI-generated video won’t tip the scale. But that’s not how systems work. The cost is cumulative, quiet; distributed across millions of users who all think they’re just doing something small. Which, in a way, they are.

But small actions, when scaled, stop being small. There’s a kind of irony here. The same generation pushing hardest for sustainability—reducing plastic use, advocating for climate policies, questioning corporate practices—is also the most fluent in AI. The most dependent on it. The most likely to integrate it seamlessly into daily life. And maybe that’s where the tension sits. Not in rejection, but in regulation. Because no one is realistically suggesting we stop using AI. It’s too embedded already—in education, in work, in creativity. The question is not whether to use it, but how much, and for what.

Do we generate a full AI video for a two-minute classroom report that could have been done with existing footage? Do we prompt endlessly for slight variations of the same output? Do we treat AI as convenience or as necessity? These aren’t moral questions. They’re behavioral ones.

It’s easy to underestimate invisible systems. We tend to care more about what we can see. A plastic bottle thrown on the ground feels wrong because it’s immediate. It occupies space. It lingers. But an AI request leaves no trace in your room. Walang kalat  - just output; but the cost has simply moved elsewhere.

In data centers. In energy grids. In cooling systems working overtime so the illusion of effortlessness can remain intact. And maybe what Gen Z is beginning to sense—especially those in academic spaces where ideas circulate faster than conclusions—is that sustainability, is no longer just about physical waste. It’s about digital consumption; about restraint in environments where excess feels harmless. It’s not about guilt. It’s about awareness.

You don’t need to stop using AI. But you might start noticing how you use it, the extra prompts you didn’t need, the outputs you generated just to see if you could, the convenience you chose over effort—not once, but repeatedly, beecause the real impact isn’t in a single decision - it’s in the pattern. And patterns, once established, tend to scale.

So maybe the conversation isn’t about restricting AI. Maybe it’s about maturing with it - understanding that even the most frictionless tools still carry weight—just not in ways we’re used to seeing. And learning, slowly, to ask not just what can AI do for me? But what does it cost when I ask it to - "just make it"?

- billymacdeus

National Women's Month: Leaders Who Move the Needle - with Intention

As March 2026 comes to a close, allow me to share a reflection of leadership essay which ultimately carve in this digital footprint journey — the recognition of women leaders in my circle.

This National Women’s Month, I find myself reflecting on the kind of leadership that doesn’t always demand attention—but quietly transforms everything around it. And in our space, I’ve had the privilege to witness that through Joy and Abie. 

Working alongside them in IT Service Delivery, I’ve seen firsthand how they navigate complexity with calm, and pressure with purpose. As IT SPOCs and Service Delivery Leaders, they carry a responsibility that goes beyond systems and tickets—they carry trust. Client expectations, stakeholder alignment, operational continuity—all of it converges in their day-to-day, and yet they handle it with a level of composure that is both steady and inspiring.   

There are moments when the pace becomes relentless—projects stacking up, ad hoc requests coming in, incidents demanding immediate resolution—and still, they show up with clarity. Not rushed. Not shaken. Just focused, grounded, and ready.  

I’ve seen Joy lead with a quiet strength that anchors the team. There’s a thoughtfulness in how she approaches challenges, a steadiness that brings confidence even in uncertain situations. She doesn’t just resolve issues—she builds trust in the process.     

And then there’s Abie, whose leadership blends precision with heart. She moves with intention, sharp in execution yet deeply aware of the people behind every task, every request, every deliverable. She reminds me that technical excellence becomes even more powerful when paired with empathy.   

What stands out to me the most is how both of them consistently move the needle—whether it’s through IT projects, operational improvements, or the countless unseen efforts that keep everything running seamlessly. They don’t just meet expectations—they elevate them.  Being in this field, I know how demanding IT can be. And seeing women like Joy and Abie not only thrive but lead with impact—it’s something worth recognizing, celebrating, and learning from.   

This March, I celebrate them not just as colleagues, but as leaders who embody what it means to make a difference—with skill, with resilience, and with grace.  Because when I look at the work they do, I’m reminded that leadership isn’t always loud. Sometimes, it’s intentional, and deeply human. And that kind of leadership?  It moves everything forward.

---billymacdeus

Saline: The Ordinary Solution That Becomes Extraordinary During Emergency

We got curious, as the trainer mentioned saline - once, then twice, and the third time came; our interest grew even stronger, we have to google and re-search what is saline. Although we have an idea that it's rooted from salt - however, our neurons got stimulated further na nagsilbing inspirasyon upang gawin ang blogpost na ito.

Over the past few days before the weekend, we were invited to attend an ISMS (Information Security Management System) ISO 2700, clubbed with OSH - ISO 4500 training. Our speaker surely imparted a plethora of ideation, learnings and realization pertaining to the topics engulfing ISMS and OSH.

Our imagination balooned as he demonstrated and discussed the importance of handy saline in emergency situations. A life-saver, a basic must-grab part of a kit. After careful reading with ChatGPT on the ELI5 of saline --- we deduced...

Saline is,

Just salt water, after all.

And yet, saline occupies a quiet, indispensable place in emergency response. It is one of those unassuming tools that rarely earns applause but often makes the difference between escalation and stabilization. Sa madaling salita, simple pero mahalaga.

Saline solution—typically a sterile mixture of sodium chloride (salt) and water, often at a concentration of 0.9%—is designed to match the body’s natural fluids. This isotonic (containing essential salt and minerals) quality means it neither pulls water aggressively into cells nor draws it out. It respects the body’s balance. It cleans without shocking. It hydrates without disrupting. -- In first aid settings, that neutrality is precisely the point.

Historically when administering saline, like when a worker gets a chemical splash in the eye, saline becomes the first line of mercy. It flushes contaminants gently but thoroughly. It buys time. It reduces further damage while waiting for medical professionals. The same goes for wound irrigation. Before bandages and antibiotics, there is cleansing—and saline performs this task without introducing additional irritation.

Researching further, in the realm of emergency response, time is not just measured in minutes. It is measured in tissue viability, in infection risk, in how quickly a situation can be stabilized. Saline does not cure. It prepares. It clears the field so that more advanced interventions can do their work.

For normal people—not just trained responders—the significance of saline lies in accessibility. It is not an exotic substance. It does not require advanced certification to understand its basic use. Keeping a bottle of sterile saline in a workplace first aid kit is not a dramatic act. It is a practical one. Parang payong sa tag-ulan—anjan lang, hindi mo kailangang hanapin pagkat nasa tabi lang.

Based from in-depth reading, what makes saline particularly valuable is its predictability. In high-stress moments, predictability is a gift. You do not want to wonder whether a solution will burn, sting excessively, or cause a reaction. You want something the body recognizes. Something aligned with its own chemistry.

From the experts: there is also a philosophical subtlety here. Saline works because it mirrors the body’s internal environment. It does not overpower; it harmonizes. In emergency response, that principle is often overlooked. Not every solution must be aggressive. Sometimes, the most effective intervention is the one that restores equilibrium rather than forcing change.

It dawned on us that during an OSHA or ISO 45001 training, discussions about hazard controls and risk mitigation can feel abstract. But saline grounds those concepts. It is tangible. It sits in a bottle, ready to be used. It represents preparedness not as fear, but as foresight. It's impressive to note how we appreciated saline even further post these revelations and instrospection from the training. From the vantage point of first aid responders, they understand this intuitively. The goal is not heroics. It is stabilization. It is preventing a bad situation from becoming worse. Saline fits into that philosophy seamlessly. It buys clarity in moments that threaten chaos.

And for the rest of us—those attending continuous learning sessions, those tasked with keeping workplaces safe—the lesson extends beyond the bottle. Preparedness does not always look dramatic. Often, it looks like stocking the simplest tools and knowing how to use them calmly.

Saline may be ordinary. But in an emergency, ordinary things used properly become extraordinary.

-- billymacdeus 

PS: special thanks to Srinivas - the trainer/speaker, & to Miss Espie - for keeping us in mind.

Penoy and Balut: A Tender Argument at the Dinner Table

Have you eaten a Penoy or Balut?

There are foods you eat for nourishment, and then there are foods you eat for memory. Penoy and balut belong firmly to the second category. They are not merely eggs; they are conversations passed down quietly, choices that reveal temperament, comfort levels, and how much truth one is willing to encounter at the table.

At first glance, the difference seems simple. Penoy is gentler—an almost-formed promise. The egg is pale, yielding, mild. Balut, by contrast, is assertive. It arrives with history intact, unapologetic in its complexity, asking the eater not just to consume but to acknowledge. And yet, both are born of the same beginning.

Penoy is restraint. It is softness chosen. A kind of culinary mercy. It appeals to those who want the ritual without the confrontation, the warmth without the reckoning. To eat penoy is to lean into comfort, to savor the familiarity of broth and salt, to accept nourishment without complication.

Balut, on the other hand, is courage—though not the loud kind. It is intimate courage. The kind that unfolds quietly, spoon by spoon, in the late evening when the streets are still and the vendor’s lamp casts a gentle glow. Balut asks you to slow down, to look closely, to understand that flavor can carry history, and tenderness can coexist with difficulty.

To love balut is not to love shock value. It is to love honesty. The textures are layered, the taste deepened by context. It reminds you that life rarely arrives simplified, and that fullness—true fullness—often includes discomfort. What’s remarkable is how these preferences often mirror people’s inner lives.

Some of us gravitate toward penoy during seasons when we need reassurance. When the world feels sharp enough already. When we want gentleness without explanation. Others reach for balut not to prove anything, but because it feels grounding—because it connects them to childhood sidewalks, shared laughter, and the quiet pride of having learned to appreciate what once felt intimidating. Neither choice is superior. Both are valid expressions of care.

Penoy teaches us that softness is not weakness. That there is dignity in choosing ease. Balut teaches us that depth requires presence. That richness often reveals itself slowly, after we decide to stay. Together, they form a kind of balance—two answers to the same hunger. One whispers, You are safe. The other says, You are capable.

And perhaps that is why, at the end of the day, the debate between penoy and balut endures. Not because we need to choose sides, but because we recognize ourselves somewhere in between—sometimes seeking comfort, sometimes seeking truth, always seeking connection. In the warmth of an egg cradled in the palm, seasoned with salt and silence, we find more than food.

We find affection. We find memory. We find the quiet pleasure of being understood—no matter which one we choose.

-Othello

On Temper, Snapping Out, Passion, and Calmness

 

There is a particular kind of advice that circulates in leadership circles: Stay calm. Stay composed. Never let them see you emotional. It sounds reasonable, almost sophisticated, the way good manners often do. But beneath that guidance lies a subtle misunderstanding—that calmness, by itself, is evidence of strength.

Michael Bloomberg once remarked that he never liked anyone who didn’t have a temper. The statement feels abrasive at first, a little too blunt for modern leadership sensibilities. But if you sit with it long enough, you begin to understand what he might have meant. Hindi naman ibig sabihin na kailangan laging galit. The point is simpler: when something matters deeply, it rarely leaves you emotionally untouched.

The people who appear calm about everything often aren’t masters of discipline; sometimes they’re simply less invested. Nothing is at stake for them. Walang skin in the game. And when nothing is at stake, indifference begins to masquerade as composure.

Building anything meaningful—whether a company, a team, or even a personal craft—demands a certain intensity. Not theatrical anger, but a kind of internal urgency. A refusal to treat standards casually. A willingness to say, “Hindi puwede ‘yan,” when something falls short. That kind of caring doesn’t always look polite. It sometimes shows up as impatience, as frustration, as the unmistakable energy of someone who refuses to let mediocrity pass quietly.

Leadership literature often romanticizes calmness as though it were the highest virtue, yet history suggests something more nuanced. The leaders who move institutions, reshape industries, or build enduring organizations are rarely apathetic personalities. They are people who care—sometimes inconveniently, sometimes intensely, sometimes in ways that make those around them uncomfortable. Their emotions are not explosions; they are signals that something important is happening.

Of course, there is a difference between temper and tantrum. The former comes from conviction; the latter from insecurity. The leader who loses control carelessly damages trust, but the leader who never feels strongly about anything risks inspiring nothing at all. A team can sense the difference. People are surprisingly perceptive about whether a leader’s intensity comes from ego or from commitment to the work itself.

Most of us, if we are honest, have experienced moments when our patience slipped—over missed deadlines, over careless decisions, over situations where people seemed not to take the mission seriously. Hindi natin ipinagmamalaki ang bawat pagkakataon na nawalan tayo ng composure, but neither should we confuse emotional investment with weakness. Sometimes frustration is simply the emotional cost of caring.

The opposite of intensity is not calmness; it is apathy. And apathy rarely builds anything that lasts. Empires—corporate, creative, or cultural—are not constructed by people who shrug their shoulders at outcomes. They are built by individuals who remain invested even when recognition disappears, who continue making difficult decisions long after motivation has faded, who carry a quiet but persistent fire that refuses to switch off.

Passion, in real life, is less glamorous than it sounds. It means years of unseen effort, thousands of small judgments made under pressure, and the stamina to keep going when applause is absent. That kind of persistence requires energy, and energy often has a temperature. Minsan mainit, minsan tahimik, but always present.

So perhaps the more useful leadership question is not whether someone has a temper, but whether that temper is anchored in purpose. A person who occasionally burns with conviction may be difficult at times, but at least you know where they stand. You know what they care about. You know that something, somewhere, truly matters to them.

And in the long, patient work of building anything real, that kind of caring—imperfect, intense, undeniably human—may be far more valuable than perfect calm.

--Othello

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