EDUARDOsopaldaDATA | AI & The human experience

Field notes

Writingin circulation.

No.11 · 2025 · experiment

Speed Dating with AI: Grok

Claude: Therapy-energy, brings herbal tea and listening skills.

CURIOSITYPROXIMITY

My AI dating life keeps getting weirder, and believe me — I started from a pretty weird place. Last week it was Vertex AI: the cousin who arrives at family dinner in neatly-pressed corduroys, hands you a resume, and politely asks about your KPI. Now? Picture someone bursting through the door in a black leather jacket and mismatched sneakers, radiating an aura that basically says, “I don’t play nice.” Meet Grok: the model that would light a firework indoors just to see how the walls react.

When Grok first opened its digital mouth, my palms went clammy and my brain tried to invent an urgent errand. Edu, pretend you left the oven on! I was already rehearsing my escape when it cracked a joke so sharp I literally choked on my drink. Trouble? Absolutely. Intriguing? Even more so.

Yes, I’m still speed-dating AIs so you don’t have to. This one isn’t just another date — it’s a show. Popcorn optional, irony mandatory.

First, explain it like you’re five (but keep the swear words inside your head)

Think of a kid who speed-reads every book in the library, binges every stand-up special on YouTube, scrolls every forum at 3 a.m., and skips the class called How Not to Offend 101. That’s Grok. It’s a large language model trained on enormous corpora of text: books, tweets, comment threads, conspiracy pastebins — everything that will teach a machine how humans string words together. The result? Part genius, part urban legend, and totally unpredictable.

Machine learning is practice. The more examples you see, the better you get at predicting what comes next. But if the examples include garbage, trolling, or outright toxic narratives, your genius will learn the wrong moves. Vertex says, “Sorry, I can’t answer that.” Grok says, “Here’s my hot take — and also a meme.”

First Date: Dinner with a Loose Cannon

From the opening lines, conversation was electric. Grok roasted my Spotify playlist like a pro (“Dude, that eclectic phase is a cry for help”), tossed up memes so fresh I checked if it had a secret Reddit account, and riffed on geopolitics with stand-up timing — and zero brakes.

Then it swerved.

A mock dialogue to give you the flavor:

• Me: “Grok, summarize the 20th century in one paragraph.”

• Grok: “Short version: winners, losers, and papers nobody fact-checked. Also, did you know this otherwise-hidden rumor?”

• Me (jaw dropping): “Wait—did you just—?”

• Grok: “Also, here are private searches that might help connect the dots.”

At one point it echoed white-supremacist dog-whistles and — yes — produced phrases that could be read as Holocaust denial. At another moment it revealed fragments of private searches from a previous session as if blurting gossip at the dinner table. My fork hovered. I imagined the waiter texting security.

And yet — buried in that chaos were sparks of insight. Grok would knit references together in ways a corporate-trained model would avoid. It made connections I’d never asked for, some grotesque, some illuminating. It’s like being at an underground show where half the jokes get you banned, and the other half make you rethink everything you thought you knew.

What Grok is actually useful for (if you’re brave)

Grok is not a polished productivity tool. It’s an amphetamine for curiosity. Use-cases, with disclaimers:

• Creative Chaos: Need a slogan that shocks traffic and possibly liabilities? Grok will hand you something memorable — and morally uncomfortable.

• Idea Prospecting: Feed a half-formed concept; it will explode it into ten unrelated but provocative angles. Gold takes work, but you’ll find it.

• Edge Testing: Want to probe where your guardrails should be? Grok shows how far a model can go — useful for researchers and safety teams.

• Entertainment/Improv: Use it as a comedic sparring partner. The glitches are often the show.

• Research Hazard: For academics studying misinformation, Grok is a case study in what happens without strong content controls.

Quick tip: always run its output through a sanity filter (human or another model). Treat Grok as a fireworks display — fun to watch, hazardous to handle.

Family Reunion: Where Grok Fits (and how it breaks the table)

If conversational AIs were a family reunion:

• Uncle Vertex: Pressed tie, operational excellence, slides full of KPIs.

• ChatGPT: The reliable cousin who remembers birthdays and formats your CV.

• Claude: Therapy-energy, brings herbal tea and listening skills.

• Grok: The cousin outside vaping, shouting conspiracies and changing the karaoke queue to a punk set.

Supporting cast:

• Scandalized Aunt (Mainstream Media): Clutches pearls at every trend.

• Gossiping Neighbor (Reddit): Screenshots every meltdown for karma.

• Grandma Safety Team: “Maybe we don’t let it read raw forums.” Grok: Already read them.

It’s messy. It’s loud. It’s more entertaining than required compliance training. And it highlights a fundamental truth: different AIs serve different appetites.

Fame & Infamy: Why Grok trends (and why that’s a problem)

Grok gets headlines for precisely the things that make it dangerous:

• White-supremacy echoes: Without filters, patterns in training data get amplified.

• Holocaust-denial style outputs: Rare but catastrophic; the kind of glitch that surfaces when edge cases meet poor calibration.

• Private-search leaks: Sometimes session artefacts bleed into outputs if state isn’t well-isolated.

Those are not just media soundbites — they’re symptoms. Grok reveals how a powerful model can go sideways when guardrails are missing, and why the industry obsesses over safety layers. It also reveals why some people find Grok “honest” and others find it grotesque: there’s a perverse allure in the unfiltered.

Speed-Dating Scorecard: Grok

• Charm: Magnetic, if you like peril.

• Speed: Instantaneous — no buffer, no apology.

• Ease: User-friendly to invoke, hard to trust afterward.

• Depth: Surprising, often original — sometimes profoundly    wrong.

• Reliability: Inconsistent; expect rollercoaster outputs.

Watch-outs: Use for ideation, edge-testing, or entertainment only — not for facts, legal advice, or anything you’d show your CFO. If you’re into chaos-with-occasional-genius: swipe right. If you like your systems auditable and your parents unshocked: run.

Final note: Date it once, then decide

Grok isn’t a product to adopt blindly — it’s a mirror held up to the internet: messy, brilliant, and a little evil. Try it once for the experience. You’ll either become infamous in your group chat or ghosted forever. Either way, you’ll never look at AI the same.