From Telegraph to Transformer: What Happens When Women Get Resourced to Build | Real Minds AI
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From Telegraph to Transformer: What Happens When Women Get Resourced to Build

March 2026 · Tracy Anthony · Community · Workshops & Events
Women's AI Power Group at the National Communications Museum

There’s a room in Hawthorn where a telegraph machine sits next to an oscilloscope, where a CRT monitor loops a frozen Yahoo homepage, and where a neon-lit Telstra payphone glows purple and blue in the corner like a relic from a future that already happened.

Last Friday night, a group of women stood in that room and presented AI projects they’d built from scratch.

Nobody planned that juxtaposition. But it landed.

The Room Before the Room

It started on International Women’s Day 2025, at Lander & Rogers. Patricia Calabro put out a call: don’t just talk about AI — build with it. Not a networking group. Not a panel. A working group. The Women’s AI Power Group.

She found the people. She found the structure. She made lasagna.

That last part matters more than it sounds. Because the thing nobody talks about when they talk about innovation is the infrastructure. Someone has to book the room. Someone has to feed people. Someone has to hold the schedule together when life gets in the way and attendance drops and momentum stalls and the whole thing threatens to drift into another well-intentioned initiative that never quite lands.

Patricia did that. For twelve months — from that IWD call in March 2025, through project delivery in November, to the celebration last Friday.

What We Actually Built

Our group — AI for Social Impact & Accessibility — partnered with the AI in Legal & Regulatory Contexts team. Tracy Anthony, Sarah Marke, Anyang Wal, and Ching Ooi on one side. Hunter Krungsrimuang, Sobur Dhieu, and Courtney Blackman on the other.

We could have built a prototype. A demo. A deck. Instead, we built something that went into the world.

We designed the scope ourselves. We determined the shape of it. Then we connected with Sobur Dhieu from the South Sudanese Business Response Committee at Lander & Rogers to understand the community’s needs. The original focus was youth. The response came back clear: it was the youth workers who needed the training first.

So that’s what we built. An AI Learning Day — a full workshop delivered in November 2025. Thirty people in a room, learning practical AI fluency. Not theory. Not hype. Prompting techniques. Ethical frameworks. Policy and governance. Real tools they could take back to their communities the next day.

What started as a skills workshop opened up into something bigger: the governance questions, the blanket AI bans locking out the people who need it most, the gap between institutional caution and community need. We didn’t walk into that scope. We built the path to it.

The Scaffolding Nobody Sees

Here’s what made it work: resources.

Not funding. Not grants. Not sponsorship decks. Resources in the most practical sense. Real Minds AI provided the SharePoint, the Teams channels, the digital infrastructure that enabled the project management to actually work — and the project management itself, which Tracy ended up running: the coordination, the agendas, the follow-ups, the gentle persistence that keeps a volunteer project moving when everyone has day jobs. Lander & Rogers provided the space to present and the food to eat while doing it.

That’s it. That was the underpinning.

It sounds unglamorous because it is. But “early AI expertise creates network-like benefits — you build a layer of people underneath who follow your knowledge, compounding your advantage over time.” The layer underneath isn’t code. It’s not algorithms. It’s someone booking the room and someone else writing the run sheet and someone else making sure the dietary requirements are covered.

Women know this. We’ve always known this. The invisible scaffolding is where the real work lives.

The Room

Rita Arrigo delivered the keynote. She stood in the same museum where she’s permanently exhibited as the founder of Australia’s first internet cafe. Let that sink in: a woman who built one of Australia’s first on-ramps to the internet, photographed beside her own history, telling a room full of women building the next on-ramp that “AI will be shaped by those who show up to build it.”

Emily Siddons and Anna Prenc hosted us at the National Communications Museum — a space that holds the physical history of every communication leap Australia has made. Telegraph. Telephone. Radio. Television. Internet. And now, in the same rooms where those machines sit gathering dust, women presenting AI projects that will outlast all of them.

Sarah Yeung closed the evening with a Chinese metaphysical overlay — placing this moment in a larger pattern of chaos and emergence, naming AI as an inevitable part of our future, and locating us at the pinnacle point. It grounded a night that could have floated away on adrenaline and gave it a frame that was bigger than any of us.

The Feeling

I sent a message to the group on Saturday morning:

Magical night. I truly hope we all remain connected and find more opportunities and resources and platforms to lift each other up.

That word — resources. It kept coming back.

Not “inspiration.” Not “empowerment.” Resources. Platforms. Opportunities. The tangible things that turn good intentions into real outcomes.

“Do you want to approach work as a pool of pure joy, or push from obligation?” I asked myself that months ago, in a completely different context. Friday night answered it. This was joy. Not the performative kind. The kind that fills you up and makes you quiet on the drive home.

“Female-dominated organisations will have different baseline expectations… particularly around emotional safety and collective impact framing.” Dennis said that once, about workshop design. He was right. But it’s bigger than workshops. The way these women worked together — the care, the rigour, the refusal to let anyone fall through the cracks — that IS the methodology. It’s not a softer version of how men do it. It’s a different architecture entirely.

What Comes Next

The pilot is done. The showcase is over. The museum lights are off.

But the group isn’t. Courtney wrote a beautiful reflection about the evening. Rita captured the arc of the whole program. And my earlier post about the AI Learning Day captured what it felt like to deliver something real into the community.

The question now isn’t whether this was worth it. It’s what resources we put behind the next one.

Because the women are ready. They’ve always been ready. What they need is someone to book the room, write the run sheet, and make the lasagna.

Thank you to Patricia Calabro, Emily Siddons, Anna Prenc, Rita Arrigo, Sarah Yeung, Sarah Marke, Anyang Wal, Ching Ooi, Courtney Blackman, Hunter Krungsrimuang, Sobur Dhieu, Meena Solanki, Angelina Jeyarajah, Jasmine Karliner, and Elif Ellie Sivacioglu. And to Lander & Rogers for the partnership that made the AI Learning Day possible.

Photos from the Women’s AI Power Group showcase at the National Communications Museum, Hawthorn, 20 March 2026.

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