Your Home’s Zestimate Is a Guess Dressed Up in a Fancy Algorithm

Your Home’s Zestimate Is a Guess Dressed Up in a Fancy Algorithm

The blue light of the iPad hummed at 11:35 PM, casting a stark, digital glow across my face. I toggled, again, between the two numbers. Mine, a dispiriting $475,555. Theirs, my neighbor’s, a baffling $485,555. Just last week, mine had ticked down $2,555, a silent, algorithmic judgment against the new roof I’d painstakingly installed just 45 months ago. Theirs, the house with the tired chain-link fence and the perpetually overgrown hydrangeas, had somehow climbed $5,555. The screen shimmered, a portal to a valuation logic that felt increasingly alien, even insulting.

I remember arguing this exact point, exasperated, with a friend who swore by AVMs, convinced their data was infallible. I lost that argument, not because I was wrong, but because the sheer weight of perceived data often trumps inconvenient truths. It’s like telling Nora S.-J., the sand sculptor, that her magnificent, ephemeral castle, built with 5,555 grains of carefully chosen sand, is worth the same as a child’s crude bucket mound. She understands texture, wind, the fleeting beauty of a perfect tide, the unseen forces that shape value. The algorithm, however, sees only ‘sand structure’ – a crude approximation.

Ephemeral Castle

Intricate detail, understood by artist.

🏰

Crude Mound

Basic form, seen by algorithm.

There was a time, I’ll admit, when I first bought into the digital oracle. The early days of these Automated Valuation Models (AVMs) felt revolutionary, a promise of instant, objective truth, free from

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Beyond the Scroll: The Unassailable Truth of a Single Nail’s Journey

Beyond the Scroll: The Unassailable Truth of a Single Nail’s Journey

The thumb scrolled, an almost unconscious habit born of countless hours navigating the internet’s endless stream of promises. Stock photos of smiling, unnaturally perfect feet flashed past, generic images curated for aspiration, not reality. You know the feeling, that slight, almost imperceptible tension in your jaw as another glossy, interchangeable advertisement tries to sell you on a miracle. It’s a familiar dance: the glossy veneer of ‘before’ shots that look just a bit too terrible, paired with ‘after’ shots that seem suspiciously untouched by real-world friction. My internal critic, honed over years of sifting through digital fluff, was already prepared to dismiss this page, too.

Then, a sudden, almost jarring halt. Not a single image, but a gallery. Not generic, but specific. Clinical, almost stark in its unfiltered honesty. A series of photographs, each meticulously dated and labeled, chronicling the slow, arduous, yet undeniably real transformation of a single human nail. From a thick, discolored, crumbling expanse of fungus-ravaged keratin to a smooth, clear, healthy plate over the course of 12 months. The visceral reaction was instant, physical: a release of that unconscious tension. It wasn’t just a picture; it was data. It was evidence. And it hit me, not in the intellectual abstract, but in the gut, that this was something fundamentally different.

🤢

Month 1

🤔

Month 6

Month 12

The Age of Skepticism and the Power of Proof

We live in an age of skepticism,

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Your Open Office: A Cognitive Minefield, Not a Collaboration Hub

Your Open Office: A Cognitive Minefield, Not a Collaboration Hub

The illusion of collaboration in open-plan spaces often leads to distraction, anxiety, and a hidden cost to cognitive performance.

The sales team erupted, a cheer echoing off the exposed concrete and glass, celebrating a deal that must have been significant. To your right, a colleague, oblivious, was deep into what sounded like a highly personal, very loud phone call, her voice rising and falling with dramatic inflection. Your noise-canceling headphones, usually a fortress, felt more like a flimsy barrier, muffling the sound but doing nothing for the relentless visual assault. Another email notification blinked, pulling your gaze from the complex report on the screen, a report that required sustained, undisturbed thought – a luxury you hadn’t afforded yourself in days.

This isn’t just a bad day at the office. This is the office, day after day, for millions of us trapped in the grand experiment of the open-plan workspace. We were promised collaboration, serendipitous innovation, a buzzing hive of shared ideas. What we got was often a constant, low-level hum of anxiety, a struggle for basic concentration, and the quiet desperation of needing to book a separate meeting room just to get any real work done. The irony is stark: we flee the very space designed for work to find sanctuary elsewhere.

The Illusion of Cost Savings

I recently deleted three years of photos accidentally, a frustrating, irreversible mistake that left a peculiar ache, a sense of loss for something

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The $50,001 Offsite That Changed Absolutely Nothing

The $50,001 Offsite That Changed Absolutely Nothing

The aroma of oak barrels and expensive Pinot Noir was thick in the air, a cloying sweetness that promised revelation. Beside me, Sarah was vigorously peeling a neon orange sticky note off a pad, ready to plaster ‘Synergy Ecosystems’ onto the pristine white board. Across the room, the CEO was already framing a photo on his phone – a classic ‘look at us being innovative!’ LinkedIn moment. The digital memory would outlast the actual impact, a truth I’ve seen play out about 21 times in various corporate settings.

We were here, a team of 11 ambitious, slightly jaded individuals, gathered in a picturesque winery. The agenda, meticulously crafted by a consultant who charged $1,501 a day, promised “Blue Sky Thinking” and “Strategic Re-alignment.” Our primary task: to envision the future, unburdened by “legacy constraints.” The room buzzed with the forced energy of people trying to look engaged, while secretly checking email on silent mode. We filled flip charts with buzzwords – “disruptive innovation,” “customer-centricity 2.0,” “holistic growth pathways.” Each concept felt profoundly important in the moment, echoing with the potential of a fresh start. The invoice for the entire two-day excursion, including the five-star catering and the artisanal coffee breaks, probably hovered around $50,001. A hefty sum, considering that by the following Tuesday, we would be tangled in the exact same arguments, dissecting the same unresolved issues, and pretending those vibrant sticky notes never existed.

Synergy Ecosystems

Customer Centricity

Disruptive

Blue Sky

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The AI Co-Pilot Who Flew Us Into the Digital Fog

The AI Co-Pilot Who Flew Us Into the Digital Fog

When industry buzzwords lead to “solutions” in search of problems, genuine value gets lost.

The stale air in Conference Room Delta-3 always seems to amplify absurdity, but this morning, it was doing overtime. “We need to optimize the contact form,” Brenda announced, tapping her sleek new tablet, “with a generative AI model.” Three VPs nodded vigorously, their collective gaze fixed somewhere between Brenda’s polished fingernails and the projected slide that featured a vaguely futuristic chatbot icon. Optimize, she said. For a contact form.

I just sat there, mouth probably hanging open a third of an inch, replaying the last 233 client interactions in my head. Not once, in all those conversations about actual pain points – the clunky CRM, the fragmented data, the sheer lack of time to innovate – had anyone, not a single person, whispered a lament about the inefficiency of our contact form. It was a perfectly functional form. It collected names and emails. It sent them to the right inbox. It was as elegant in its simplicity as a well-made wooden chair, serving its purpose without fanfare or unnecessary embellishment. But now, it needed an AI co-pilot.

The Fog of Solutionism

This is the precise, suffocating fog that descends when leaders, enamored by the latest industry buzzword plucked from an in-flight magazine, decide that every problem, real or imagined, must be retrofitted to fit a trendy solution. They don’t start with a question like, “What are

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The Open Door: A Mirror, Not a Passage

The Open Door: A Mirror, Not a Passage

The faint hum of the server racks was a constant companion, a white noise attempting to drown out the growing unease. I watched the door, that varnished maple expanse, always ajar by a precise, almost clinical 43 degrees. It beckoned, promised. A sign, literally nailed above the frame, proclaimed, “My Door Is Always Open.” A testament to transparency, or so I once believed.

It’s a peculiar thing, this corporate ritual. You gather your courage, prepare your data – the irrefutable evidence of a looming problem, perhaps a process breakdown threatening a significant project, or a subtle but pervasive morale drain. You step through that inviting gap, past the potted fern, into the realm of the leader. You lay out your findings, your concerns, your well-researched solutions. The manager nods, often leans back, fingers steepled, eyes unwavering. They thank you for the feedback, sometimes even praise your initiative. They promise to “look into it.” And then, just like the precise 43-degree angle of the door, nothing ever moves. It’s an almost perfect, static tableau.

This isn’t merely annoying; it’s a profound erosion of trust. A truly closed door, with a clearly defined appointment system, at least conveys boundaries. It says, “I am busy, but I value your time and input, so let’s schedule it.” The ‘open door’ in its perverted form, however, offers the illusion of access without the burden of accountability. It’s a mechanism designed to absorb concerns, not to address them.

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$2.2 Million Software, Secret $22 Spreadsheets

$2.2 Million Software, Secret $22 Spreadsheets

The illusion of digital transformation and the enduring power of simplicity.

Sarah’s mouse hand twitched, her eyes locked on the mesmerizing, infuriating spin of a loading wheel. Four tabs gleamed, each a monument to a different ‘integrated’ platform, all conspiring to prevent her from approving a single $52 expense report. The simple task, once a two-minute flick through a paper folder, had ballooned into a 22-step digital odyssey. She felt a familiar, metallic taste of frustration, a feeling that settled deep in her throat, almost like realizing you’ve sent a crucial email without the attachment, *again*.

The $2.2 Million “Solution”

The irony wasn’t lost on Sarah, or on people like Zoe N.S., an elder care advocate I met who battles these very digital specters daily. Zoe, a woman whose entire mission revolved around simplifying the complex lives of the elderly, found herself navigating a labyrinth of systems designed, ostensibly, to simplify *her* work. “We bought this incredible $2.2 million care management software,” she told me, her voice a weary sigh. “Marketed as the ‘future of elder care,’ promising seamless data flow and predictive analytics, but honestly, we’re still running half our client intake on a Google Sheet. It’s just… faster.”

We bought this incredible $2.2 million care management software. Marketed as the ‘future of elder care,’ promising seamless data flow and predictive analytics, but honestly, we’re still running half our client intake on a Google Sheet. It’s just… faster.

This wasn’t an

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The Silent Architects of Chaos: When Knowledge is Buried Under Command

The Silent Architects of Chaos: When Knowledge is Buried Under Command

The coffee was lukewarm, the kind that had been sitting in the communal pot since a few minutes past 7:00 AM, but Elena barely noticed. Her gaze was fixed on the screen, the cursor hovering over PO #2344. Global Source Solutions, again. A wave of exhaustion, heavy and familiar, washed over her shoulders, a physical sensation that mirrored the dull ache in her temples. The automated system, in its infinite, unfeeling wisdom, had just approved an order for another 44,000 components from them. And the data it used? Pristine. Flawless. Green lights all the way back to the last four quarters.

But Elena knew better. She knew the last five shipments had been late. Not just a little late, but 4, 14, 24, 34, and 44 days late respectively, pushing production schedules back, costing the company untold amounts in rush fees and lost sales opportunities. The system, she understood, only pulled from finalized delivery reports. It didn’t factor in the frantic emails, the panicked calls to reschedule assembly lines, the very real, very human scramble that happened *between* the scheduled delivery date and the *actual* delivery date. Those critical four weeks of chaotic adjustments, those invisible costs, were nowhere in the official record. They were in her head. In her inbox. In the exasperated sighs of her colleagues.

She drafted an email, concise, professional, laying out the discrepancies. Attached screenshots of internal communications, supplier notes, even a few of

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The Echo Chamber of ‘Strategic’: When Feedback Betrays

The Echo Chamber of ‘Strategic’: When Feedback Betrays

The air conditioner hummed a low, persistent note, a stark contrast to the quiet tension in the room. My manager, eyes fixed on a page, tapped a pen. “You need to demonstrate more leadership.” The words hung, flat and unadorned, in the sterile space. I felt a familiar clench in my stomach, the one that signals an intellectual scramble, not a challenge, but a puzzle with missing pieces. I pushed back, as I always do. “Can you give me a specific example? A situation where I missed an opportunity?” He looked up then, a slight, almost imperceptible shift in his posture, a defensive tightening around the mouth. “You’ll know it when you see it, Mark.”

This isn’t just frustrating; it’s a systemic failure. It’s an abdication of responsibility cloaked in corporate jargon. For 1, maybe 2 decades now, we’ve been hearing these phrases: ‘be more proactive,’ ‘think outside the box,’ ‘be strategic.’ But what does ‘strategic’ even mean to them? Is it a chess game, anticipating 41 moves ahead? Or is it a philosophy, a way of seeing the world through a lens of long-term impact, considering 101 potential outcomes? The ambiguity isn’t a test of our intelligence; it’s a mirror reflecting a deeper problem within the managerial class, a class often tasked with leading without having been properly equipped to articulate direction.

31

Tactics Tried

Yuki experimented extensively to achieve “dynamic” chat engagement.

I saw this play out vividly with

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The Click-Through Charade: When ‘Responsible’ Became a Cop-Out

The Click-Through Charade: When ‘Responsible’ Became a Cop-Out

Your finger hovered, then descended. Click. Another digital barrier dissolved, another ‘I agree’ checkbox ticked without the faintest ripple of genuine consent. You’d just signed away your thoughtful engagement for the 239th time this week, probably, a mere formality blocking the entertainment you’d specifically sought out. It was a reflex now, this perfunctory nod to the disembodied voice of ‘responsible gaming’ – a voice that often felt less like a caring guide and more like a carefully worded legal disclaimer, shifting every ounce of accountability onto your shoulders.

It felt… infantilizing. Like being handed a loaded rulebook before you even knew the game, and then being told if you tripped, it was all on you. This isn’t what freedom felt like, not when it came with a nine-point checklist you instantly ignored, because who actually reads those tiny paragraphs?

“Who reads the fine print when all you want is the experience?”

I’ve been there. We all have. We race through the necessary hoops, dismissing the genuine intent (if there even is any) behind these warnings, precisely because the warnings themselves feel so disingenuous. It’s a corporate aikido move: ‘We warned them, therefore we are absolved.’ But what if the premise itself is flawed? What if responsibility, true responsibility, isn’t about erecting a series of obstacles but about designing a path that’s inherently safer, more transparent, and respectful of the human tendency to, well, be human?

Integrity of the Setup

My old neighbor,

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The Unspoken Burden: When Your Accent Becomes Your Judge

The Unspoken Burden: When Your Accent Becomes Your Judge

Exploring the subtle, pervasive impact of linguistic discrimination and the silent friction of speaking with an accent.

The pixelated faces on the screen blur slightly as my turn approaches, my rehearsed lines dissolving into a vague anxiety. I take a sip of water, the chill a welcome distraction from the rising heat in my chest. Nine eyes are on me, not all of them, but enough to feel the weight of scrutiny. I’ve gone over this point 49 times, each articulation polished, each data point verified. Yet, the moment the first syllable leaves my lips, I see it. The subtle shift. A fractional tilt of the head, a flicker in the gaze, a momentary tightening around the eyes.

It’s not aggression, not even overt judgment. It’s a cognitive hiccup. A processing delay. My accent, a silent editor, is working faster than my words, re-framing my perceived intelligence before I’ve even finished my sentence. I notice the slight furrow in a brow, the almost imperceptible hesitation before a nod, the way a colleague’s eyes briefly dart away then back, as if confirming an unspoken assumption. It’s the constant, exhausting friction of speaking in a world that praises diversity but, often unconsciously, practices linguistic discrimination.

“We talk about visual bias, about gender bias, about ageism. We celebrate the surface-level kaleidoscope of different faces in our Zoom galleries. But what about the soundscape? What about the auditory bias that whispers, unbidden, into the listener’s

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Why Your End-of-Month Panic Is a Choice, Not a Cost

Why Your End-of-Month Panic Is a Choice, Not a Cost

My eye is twitching again. It’s the 28th, the sun a pale, unwelcome glow through my office window. The coffee, usually a comfort, feels like a caustic chemical on a raw nerve. Seven times I sneezed this morning, a violent, involuntary eruption that left me feeling wrung out before the day even truly began. This isn’t a new sensation, this low hum of dread that pulses through the last 4 days of every month. It’s a familiar, self-imposed ritual, isn’t it? The one where you block out your calendar for ‘Financial Closing,’ your family knows to give you a wide berth, and you stare at bank portals, chasing figures that should already be aligned. We’ve collectively normalized this, almost fetishizing the frantic dash, as if the struggle itself is a badge of honor, proof of our commitment.

The Hidden Cost of Crisis Mode

But what does that frantic scramble actually cost you? Not just in immediate stress, or in the 4 extra hours you spend hunched over a keyboard, but in something far more insidious: your capacity for strategic thought. When you’re constantly reacting to a self-inflicted crisis, when your entire mental bandwidth is consumed by reconciling 44 different transactions, there’s no room for innovation. No space to look 4 months ahead, let alone 4 years. It’s like trying to navigate a dense fog with a map you can barely see, while simultaneously trying to put out 4 small fires

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Eight Meetings Deep: When Collaboration Devours Your Craft

Eight Meetings Deep: When Collaboration Devours Your Craft

The systemic affliction of excessive collaboration and the erosion of individual craft.

The email blinked. “Sync on the Pre-Sync.” My stomach, already a tight knot of undone tasks, clenched another notch. Thirty minutes to prepare for sixty minutes. The sheer, audacious redundancy of it. I felt my soul, or at least the part that cared about productive output, quietly pack its bags and slip out the back door. It was 8:08 AM, and the day was already lost to the bureaucratic ballet of what we now lovingly call ‘collaboration.’

This isn’t just about my personal grievance; it’s a systemic affliction. We’ve, as a collective, managed to fetishize collaboration to a point where it’s no longer a means to an end but the end itself. It’s lauded as a universal good, a panacea for all organizational ills. But what if it’s become a crutch, masking a fundamental lack of clear ownership and individual accountability? What if the constant need for collective input stifles the very deep work it purports to enhance? What if, in our eagerness to be seen as team players, we’ve inadvertently designed a system that rewards presence over progress, and discussion over delivery?

The Meeting Vortex

Endless discussion, consuming time and energy, leaving little room for actual output.

I remember a conversation with Ian S.-J., an industrial hygienist I met years ago during a particularly drawn-out compliance review. Ian was meticulous, almost painstakingly so, about every detail of air quality

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Beyond the Lesson Plan: The Invisible Atlas of the International Teacher

Beyond the Lesson Plan: The Invisible Atlas of the International Teacher

The blue light of the laptop screen painted her face in cool tones, a stark contrast to the warmth she usually exuded in the classroom. Ms. Anya scrolled, clicked, and read. ‘South Korea – grieving customs – immediate family.’ Her brow furrowed slightly as she absorbed descriptions of funeral rites, traditional mourning periods, and expressions of sympathy. A new student, just arrived from Seoul, had received the news of a grandparent’s passing mere hours ago. This was 11:49 PM on a Tuesday, far beyond the official end of her workday, and this particular ‘lesson’ would never appear on a syllabus or be assessed on any performance review.

❤️

Compassion

Empathy in action

Dedication

Beyond the clock

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Cultural Fluency

Bridging worlds

The Unwritten Truth

This image, sharp and precise, is the unwritten truth of teaching in an international school. We tend to believe teaching is a transferable skill, a universal craft of imparting knowledge. I certainly did, back when I thought my own experience explaining complex jargon to a room of confused adults was akin to teaching. I assumed, rather naively, that the core responsibilities were constant: manage a classroom, deliver content, assess understanding. That’s maybe 40% of the job description for an international school educator at a place like USCA Academy. The other 60%, the part that truly defines the role, is an intricate, high-level emotional and cultural brokerage that exists in a dimension most traditional schools

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Tomorrow’s Obsolete Fire Drill: The True Cost of Manufactured Urgency

Tomorrow’s Obsolete Fire Drill: The True Cost of Manufactured Urgency

The blue light from the monitor etched lines on my face, mirroring the fatigue in my bones. Another 2 AM, the coffee long since turned to acid in my stomach, the hum of the server racks the only lullaby. Around me, the soft click of keyboards from colleagues, a shared, silent resentment hanging heavy in the air. We were chasing a ghost, again. A “critical, must-have-by-morning” slide deck, requested by a director who, we all knew, would likely never open the file. The last time, it was a spreadsheet. Before that, a market analysis report. Each time, the same frantic scramble, the same burning of personal hours, the same hollow victory as the sun began to peek over the horizon, only for the entire exercise to evaporate into the ether of forgotten tasks. This relentless cycle, this urgent task that becomes obsolete by tomorrow morning, isn’t just inefficient; it’s soul-crushing. It fosters a deep, almost existential dread about the next email, the next “urgent” request that will inevitably consume another slice of life that could have been spent elsewhere – with family, on a hobby, or simply in restful quiet.

The Scent of Panic

Eva C.-P., a fragrance evaluator I once met at a bizarre industry mixer – the kind where people sniff blotters with intense concentration, as if decoding the very secrets of the universe, their noses twitching like highly tuned instruments – often spoke about “olfactory memory.” How

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The Forced Smile: When Corporate ‘Fun’ Kills the Soul

The Forced Smile: When Corporate ‘Fun’ Kills the Soul

My left eye began its familiar twitch, a tiny, involuntary signal of encroaching dread. Another calendar notification pulsed on my screen: “Team Synergy & Joy Session – Mandatory Attendance (Cameras ON!)” It was 3:47 PM on a Friday. My heart, a veteran of countless such assaults, sank a full 177 feet, plunging into the all-too-familiar abyss of corporate-mandated merriment. This would be the seventh one this quarter, a consistent, predictable assault on the sanctity of my dwindling personal time.

“Fun,” they call it. As if joy were a toggle switch on a user interface, or a measurable KPI to be diligently tracked and reported. We’re told these sessions foster connection, build rapport, and somehow, magically, translate into a 7% boost in productivity.

But the reality is far more insidious. These aren’t team-building exercises; they’re performative acts, thinly veiled attempts to extract more unpaid emotional labor from an already fatigued workforce. They are a profound misunderstanding of human nature, mistaking adults for schoolchildren who need structured playtime, rather than autonomous professionals who need respect, fair compensation, and the simple freedom to choose how they recharge.

An Analogy in Stained Glass

I remember Flora F.T., a stained glass conservator I knew years ago. She worked with ancient light, piecing together shattered narratives, each shard holding the whispered stories of 707 years. Flora understood that forcing beauty was a betrayal of its essence. You couldn’t command a medieval rose window to glow brighter than

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Your Corporate Wellness App: Just Another Digital Boss

Your Corporate Wellness App: Just Another Digital Boss

The screen glowed, a cold accusation in the pre-dawn quiet. You’re 1,997 steps behind your team’s average this week! The vibration, a barely-there tremor against my palm, still managed to deliver a jolt that felt like static electricity zapping my morning ambition. It wasn’t my manager, not HR, but an algorithm, dutifully tracking my physiological compliance. My company’s ‘wellness’ app, a benevolent digital shepherd, reminding me of my quantifiable failures before I’d even had my first sip of coffee. I’d started a diet just yesterday at 4 PM, a personal attempt at reclaiming some control, and here was my workplace, already telling me I wasn’t trying hard enough, even in my off-hours. It’s a familiar sting, isn’t it? That feeling that even your personal well-being has become another performance metric, another Key Performance Indicator etched onto the digital dashboard of your corporate life.

This isn’t wellness; it’s another form of work.

We’ve been sold a bill of goods, a slick, data-driven fantasy where companies invest in your ‘health’ out of the goodness of their corporate heart. But let’s be brutally honest for a moment: your corporate wellness app isn’t designed to make you feel better. It’s designed to collect data, reduce liability, and, perhaps most insidiously, gamify your well-being into yet another set of metrics you can either excel at or, more likely, fail. It’s a digital panopticon, encouraging you to monitor yourself, to self-optimize for the benefit of the very system

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