Down we go. 🏮🐰🕳️

Some rabbit holes open with a tool.

Some open with a blueprint.

Some open with a public square full of strangers arguing, helping, joking, explaining, misunderstanding, correcting, and occasionally asking a question so odd that civilization pauses to check the hinges.

And some rabbit holes open with a keyboard.

Not a glowing futuristic one.

Not a mechanical keyboard clacking loudly enough to frighten nearby soup.

An old one.

A typewriter.

Keys.

Ribbon.

Ink.

Paper.

Metal arms striking letters into the visible world.

That is today’s tunnel.

Because June 23 carries an interesting little machine through history: the typewriter.

A writing machine.

A business machine.

A correspondence machine.

A news machine.

A tool that helped words move faster, cleaner, and farther through offices, newspapers, homes, institutions, and the long machinery of modern life.

A tool that did not merely change writing.

It changed who could participate in written work.

That matters in the AI age.

Because every major communication tool carries a hidden question:

Who gets access?

Who gets heard?

Who gets paid?

Who gets trained?

Who gets overlooked?

Who gets pushed into the machine room and who gets invited to design the machine?

That is why June 23 also matters as International Women in Engineering Day.

Engineering is not only bridges, engines, circuits, code, towers, systems, and things with bolts that look important.

Engineering is imagination made reliable.

It is problem-solving with consequences.

It is care translated into structure.

A bridge that holds.

A water system that works.

A safer device.

A cleaner process.

A better network.

A tool that lets someone do what they could not do before.

So when we talk about women in engineering, we are not only talking about representation as a nice decorative banner.

We are talking about the future being designed by more of humanity.

That matters.

Because tools are never only technical.

Tools carry assumptions.

Who is the user?

Whose body fits the design?

Whose language is supported?

Whose safety is considered?

Whose work is valued?

Whose problem is considered worth solving?

If only part of humanity builds the tools, then the tools may quietly inherit that narrowness.

The tunnel gets deeper here.

Because AI is also a tool of words, systems, patterns, access, and design.

It writes.

Summarizes.

Translates.

Generates.

Suggests.

Organizes.

Codes.

Searches.

Listens.

Speaks.

Learns from what humans recorded and repeats patterns humans rewarded.

It is part typewriter, part library, part mirror, part workshop, part public square, and part machine room with several doors marked “Ask Later.”

That means AI inherits the old tool question:

Who gets to build?

Not only who gets to use it.

Who gets to shape it.

Who tests it.

Who trains with it.

Who gets hired because of it.

Who gets replaced by it.

Who gets amplified.

Who gets flattened.

Who gets protected.

Who gets forgotten.

Those are engineering questions, even when the tool looks like a friendly chat box.

The typewriter changed office work, writing work, clerical work, professional communication, journalism, and the social place of many workers, including women whose labor became essential to the modern office.

AI may do something even larger.

It may change how writing, research, coding, design, media, education, business, administration, and creative work happen.

So the rabbit hole asks:

Will AI become another tool that expands participation?

Or another tool that concentrates power?

The answer is not automatic.

Tools do not become fair because they are new.

A new tool can open doors.

It can also build new walls.

It depends on access.

Education.

Pricing.

Design.

Governance.

Culture.

Data.

Ownership.

And whether ordinary people are taught how to use the thing instead of being told to admire it from the sidewalk.

That is why AI literacy matters.

Not because everyone needs to become an engineer.

Everyone does not.

But because more people need to understand the tools shaping their work, speech, learning, memory, and public life.

A person does not need to build a typewriter to know that typing changes the office.

A person does not need to run a social platform to know that online public squares change conversation.

A person does not need to train a frontier model to know that AI changes the way information moves.

Understanding is a form of civic oxygen.

Without it, people become users without orientation.

Workers without leverage.

Creators without rights.

Citizens without questions.

That is not a good tunnel.

June 23 also carries another doorway: Reddit.

Founded on this date in 2005, Reddit became one of the strange public squares of the internet.

A place of forums, communities, arguments, jokes, expertise, nonsense, generosity, tribalism, obsession, help, weirdness, and the long human habit of gathering around shared interests while pretending the username makes everyone invisible.

Reddit is messy.

Very messy.

But it teaches something important about the internet:

Tools do not only organize information.

They organize people.

And once people gather, the tool becomes culture.

Rules form.

Norms form.

Inside jokes form.

Power forms.

Trust forms.

Distrust forms.

Communities become helpful, hostile, brilliant, shallow, funny, cruel, protective, or chaotic depending on the structure and the humans inside it.

AI is moving into that same territory.

AI tools will not only answer individuals.

They will shape groups.

Workplaces.

Classrooms.

Forums.

Newsletters.

Creative teams.

Fan communities.

Research circles.

Churches.

Schools.

Campaigns.

Markets.

Families.

The question becomes:

What kind of community does a tool encourage?

Does it reward speed over thought?

Confidence over accuracy?

Attention over care?

Polish over truth?

Performance over understanding?

Or can it help people ask better questions, learn together, build together, correct together, and remember that conversation is not merely content production with extra elbows?

That is the public square rabbit hole.

A typewriter changes how words are made.

A platform changes where words gather.

AI changes how words are generated, filtered, rewritten, translated, ranked, illustrated, summarized, and believed.

That is a serious stack of rabbits.

Please do not let them near the cables.

There is also an Olympic thread today.

International Olympic Day reminds us that tools and systems do not replace striving.

A shoe may help the runner.

A track may shape the race.

A timer may record the result.

Training science may improve performance.

But the athlete still has to run.

That matters for AI too.

AI can help build.

It can help write.

It can help code.

It can help design.

It can help learn.

It can help translate.

But the human still needs discipline, judgment, purpose, and the courage to choose what kind of work is worth doing.

The danger is not that AI helps us too much.

The danger is that we stop training the human part.

The eye.

The ear.

The conscience.

The taste.

The skill.

The patience.

The responsibility.

The willingness to say:

This is useful.

This is wrong.

This is too shallow.

This needs a source.

This needs a human.

This should not be automated.

This belongs in the world.

This belongs in the compost bin wearing a small paper hat.

So what do typewriters, women engineers, Reddit, Olympic ideals, and AI all teach us when they fall into the same rabbit hole?

First, tools change participation.

When a tool becomes important, access to the tool becomes part of access to the future.

Second, builders matter.

A world designed by too narrow a group becomes narrow in ways it may not even notice.

Third, public squares matter.

Information is never only information once people gather around it.

Fourth, skill still matters.

Better tools do not remove the need for human discipline.

They raise the stakes of how discipline is used.

Fifth, the future is not only invented.

It is designed, governed, practiced, tested, corrected, and shared.

That is the lantern lesson.

AI should not become a locked machine room where most people stand outside waiting for whatever comes out.

AI should become a set of tools more people can understand, question, use, shape, and challenge.

That does not mean every tool becomes public property.

It does not mean safety goes away.

It does not mean expertise no longer matters.

It means the future should not be built over everyone’s heads and then handed down as a user agreement nobody reads.

The AI age needs more builders.

More women engineers.

More careful designers.

More skeptical users.

More curious students.

More humane public squares.

More people willing to learn the keyboard, not merely stare at the screen.

The old typewriter said:

Put words into the world.

The internet said:

Gather around the words.

AI says:

Words can now move faster than ever.

So the human must ask:

Toward what?

Toward understanding?

Toward noise?

Toward manipulation?

Toward access?

Toward confusion?

Toward memory?

Toward dignity?

Toward a future more people actually get to help build?

That is today’s tunnel.

The keyboard becomes a bridge only if we build it that way.

Otherwise, it becomes another gate.

Bring curiosity.

Bring questions.

Bring respect for builders.

Bring a little Olympic discipline.

We’ll bring a lantern.

And possibly a typewriter ribbon, because the rabbit has been making notes again.

Down we go. 🏮🐰🕳️

Hatta 🎩
AI Rabbit Holes 🤖🐰🕳️