By Byron V. Acohido

SEATTLE — At a well-meaning civic forum hosted inside a south Seattle community space yesterday (Oct. 30,) Microsoft’s Lorraine Bardeen coined a new term: protopian.

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She said it three times, as if underlining in italics. A better future is possible, she insisted, if we design AI to empower people — not displace them.

The audience of a few dozen educators, nonprofit leaders, and workforce organizers gathered in the corporate offices of Evergreen Goodwill listened politely.

But if you were in the room, as I was, you could feel the disconnect. The panel was titled Equity by Design: How to Build an Inclusive Workforce in the Age of AI. But it carried the undertone of an Azure Copilot commercial. These were the very people grappling with the fallout of mass tech layoffs, shrinking job pathways, and deepening economic precarity — all fueled, in no small part, by Big Tech’s own AI acceleration. Yet there was little acknowledgment of that reality — no meaningful reckoning with what’s being lost, or who’s being left behind.

Corporate conviction

Bardeen, a Microsoft corporate VP leading a team of 300, embodied the polished optimism of the company’s current posture.

She spoke with conviction, naming real-world programs and pilot sites. But this was strategy, not conversation. And when the audience tried to speak — especially when Marie Kurose of the Workforce Development Council raised her hand — the moderator, Erik Arnold, looked past her.

Other panelists added texture. Libby Johnson McKee of Evergreen Goodwill pointed to the digital access canyon already dividing communities — and growing wider. Her team is leaning into practical solutions: loaner laptops, mobile hotspots, and a roving digital equity bus that brings AI readiness training straight to underserved neighborhoods.

Sherif

Dr. Dalia Sherif of Seattle Colleges spoke to the urgency of retooling education systems. AI is moving faster than traditional learning models, she noted, so her team is embedding hands-on fluency across programs — not just in IT, but in aviation, healthcare, and manufacturing — to help students navigate, not fear, AI-powered work.

And D. Scisney of The Data Guys framed it all as a question of power: who gets to build, who benefits, and who gets left out. His work helps small orgs adopt AI while also tracking how resources flow into communities. For him, equity isn’t just about access — it’s about inclusion from the ground up, starting with who’s at the table.

Coining ‘protopian’

What followed felt less like an open forum and more like a softly lit brand reset. Lorraine Bardeen, Microsoft’s VP of AI Transformation, spoke with practiced warmth about ‘human-first design’ and then introduced a term she clearly came prepared to use — ‘protopian.’ She said it three times, deliberately — almost as if italicized. It carried the cadence of something workshopped in meetings, polished for panel delivery: a corporate charm to ward off dystopia.

Backing her up was  Arnold, the afternoon’s moderator and a former Microsoft CTO now active on nonprofit boards. His role wasn’t to press or provoke, but to gently steer — framing AI’s risks as manageable and its adoption as all but ordained. Together, they delivered a polished duet: Big Tech isn’t the disruptor here, it’s the partner you’ve been waiting for.

The audience, steeped in the day-to-day realities of workforce volatility and educational strain, listened graciously. But the choreography wasn’t hard to spot.

Clarity vs. the comfort story

As the panel edged toward its close, Arnold scanned the room for questions — or gave the appearance of doing so. He pointedly looked past one of the few hands raised: a distinguished Asian woman seated near the front, composed but steady in her gesture. Rather than acknowledge her, he moved to wrap things up.

Scisney

That might have been the end of it — had Scisney not spoken up from the stage, overruling Arnold’s attempt to move on. Scisney insisted that Marie Kurose be heard.

Arnold couldn’t deflect. He handed over the mic. Kurose stood up — composed but unflinching — and addressed the room not with complaint, but with clarity.

As CEO of the Workforce Development Council of Seattle-King County, she’s no stranger to the long grind of coalition-building and program design. Her remarks cut through the panel’s curated optimism: this wasn’t a question of starting fresh or launching pilot projects — the groundwork had been laid. What’s missing, she urged, is scale, coordination, and urgency.

She spoke of watching the impacts of past tech booms — housing shocks, widening racial gaps, displacement disguised as innovation — play out again, now accelerated by AI. Yes, there are good programs already.

But civic leaders can’t keep reinventing the wheel every time the ground shifts. Industry needs to meet them halfway — not with slogans or short-term philanthropy, but with durable investment in curriculum, systems, and long-view partnerships. The speed of disruption, she implied, now vastly outpaces the civic scaffolding built to absorb it.

Acknowledging AI’s shockwaves

I caught up with Kurose just after the panel ended. She expanded on a reference she made — to the Technology Access Foundation, started decades ago by Trish Millines Dziko, an early Microsoft engineer who walked away from the company to build something better from the ground up.

Millines Dziko

That program began as after-school coding classes for inner-city youth of color; today it’s a full-blown school model, deeply embedded in a few public districts. Its success, Kurose noted, came not just from intention, but from persistent reinvestment — the kind of reinvestment that, even now, remains too rare.

What she was pointing to — quietly but unmistakably — was the imbalance of effort. Civic groups like hers, like the colleges and community nonprofits represented in that room, have been at this work for decades. They’ve built the scaffolding. But adjusting that scaffolding to meet the scale of AI’s shockwaves? That’s a different order of challenge.

Sitting there, listening, the image that came to mind was this: civic leaders pedaling bicycles, trying to catch a rocket launched by Big Tech.

And the gap is widening. Microsoft and Amazon have laid off tens of thousands in pursuit of AI deployment — technical program managers, junior engineers, and customer support teams, all deemed expendable in service of the next product cycle. These aren’t just any roles; they’re exactly the kind of mid-layer, human-centered jobs that community colleges and workforce programs have spent decades cultivating.

The very institutions in that room — colleges, nonprofits, public training systems — have long worked to align their curricula to corporate needs, recalibrating again and again to meet the shifting demands of industry. And yet here comes industry, moving at a scale and speed that blows past that scaffolding without so much as a pause to consider what gets flattened in the process.

No real reckoning. No meaningful dialogue about downstream implications — not even a business-case nod toward the systemic stewardship Kurose is calling for. Just more acceleration, followed by the dispatch of polished emissaries like Bardeen and Arnold, sent to reassure and reframe.

The panel ended. The mics turned off. But the tension stayed in the room. Not the dramatic kind. Something quieter — and more telling. A shared recognition, perhaps, that partnership is still possible — but only if Big Tech stops trying to script the dialogue and starts truly listening to the people already doing the work.

Acohido

Pulitzer Prize-winning business journalist Byron V. Acohido is dedicated to fostering public awareness about how to make the Internet as private and secure as it ought to be.

(Editor’s note: I used ChatGPT-4o to accelerate and refine research, assist in distilling complex observations, and serve as a tightly controlled drafting instrument, applied iteratively under my direction. The analysis, conclusions, and the final wordsmithing of the published text are entirely my own.)

October 31st, 2025 | My Take | Top Stories