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When Your 'Language' of Choice is a Cellular Automaton
Interviews Post #6399, on Nov 20, 2024 in TG

When Your 'Language' of Choice is a Cellular Automaton

Why is this Interviews meme funny?

Level 1: Using a Game to Solve a Problem

Imagine you’re in a class and the teacher asks you to solve a puzzle. Everybody else is just writing the answer with a pencil, but one student does something totally unexpected: they pull out a little board game with tiny black and white squares. This game kind of runs by itself once you set it up. The student arranges some pieces on the board and then lets the game go. As everyone watches, the pieces start moving and changing on their own following the game’s rules – almost like magic. After a little while, the moving pieces actually form the shape that solves the puzzle the teacher asked! It’s as if the student built a mini machine out of the game that worked out the answer visually.

Everybody is first confused – why are you using a game to answer a test question? – and then they’re amazed and probably laughing in surprise when it actually works. It’s funny because no one would ever think to do that. It’s a very clever trick: instead of solving the problem in the normal straightforward way, the student used something completely different (a game with its own rules) to get the answer. The teacher almost laughed at the idea because it sounded so silly at first, but then the teacher saw the result and went, “Whoa, you actually did it!” The feeling in the room would be a mix of shock and delight.

In simple terms, that’s what happened in this story. In a job interview for programmers, the candidate was asked to solve a coding question. Everyone else would write a normal program, but this person decided to solve it using Conway’s Game of Life – which you can think of like a magical checkerboard where the pieces move by specific rules. It was a very playful and daring move, kind of like answering a riddle with a joke that turns out to be correct. The reason it makes people smile is that it shows how creative and unexpected solutions can be. It reminds us of a magician pulling a rabbit out of a hat – you don’t see it coming, and when it happens, you can’t help but clap.

Level 2: When a Game Becomes Code

Let’s break down what’s going on here in more familiar terms. Conway’s Game of Life is essentially a grid-based simulation – you can think of it like graph paper that comes to life with very simple math rules. Each square on the grid is called a “cell” which can be either alive (filled in) or dead (empty). The twist is that all the cells follow the same simple rules at each tick of time: a live cell will stay alive only if it has 2 or 3 neighbors (otherwise it dies from isolation or overcrowding), and a dead cell will come to life if it has exactly 3 neighbors (as if reproduction occurs). These rules were invented by mathematician John Conway as a zero-player game – once you set an initial pattern of black and white cells and start the simulation, the pattern evolves on its own without further input. Tiny changes in the starting pattern can lead to surprisingly complex moving shapes. Devs often play with Life to see beautiful, unpredictable patterns emerge, or to create little repeating motifs. It’s a staple of CS_fundamentals courses and programming demos because it shows how complex behavior (like things that move, replicate, or oscillate) can emerge from straightforward rules.

Now, here’s the wild part: although it’s just a grid game, the Game of Life is Turing-complete. That term means the game can do any calculation or process any algorithm if you set it up correctly – just like a general-purpose programming language or a computer. This is a bit mind-bending, so let’s simplify: being Turing-complete is like having the full ability of a real computer inside something. Many things you wouldn’t expect are theoretically Turing-complete. For example, did you know you could (with great effort) write a program using only a spreadsheet, or only using CSS styles on a webpage? It’s true – those systems are complex enough that they can mimic a computer’s logic. Conway’s Game of Life is another such system. People have figured out how to make “logic gates” (the basic building blocks of computer circuits that do AND, OR, NOT operations on bits) out of moving Life patterns. For instance, a famous pattern called a glider is a diagonal little cluster of cells that moves across the board every few ticks. Think of a glider like a little signal or particle. You can sync up multiple gliders to make them collide or interact in ways that perform logical operations. There are also patterns that act like clocks or memory storage. Using these components, extremely clever folks have built what amounts to a calculator or even a tiny computer within the Game of Life. It’s as if the grid’s cells were transistors on a silicon chip – it’s just all happening in a simulation with white and black squares instead of electricity.

In a normal technical interview process, when they say “use any language you like,” they mean any common programming language (like Python, Java, or C++). The expectation is the candidate will pick something familiar that the interviewer can easily follow. The meme shows a scenario where the interviewee instead picked the Game of Life as their “language.” Of course, Conway’s Life isn’t a programming language in the traditional sense – you don’t normally write commands, you just set an initial configuration of cells. But because it’s Turing-complete, setting up those cells in a very specific way is equivalent to writing a program! This would classify as an esoteric choice – in the software world, an esoteric programming language (esolang) is a language that’s more of a fun experiment or puzzle than a practical coding tool. They often have bizarre rules or formats (for example, there’s one where the entire program is a Shakespearean-style poem, and another where only whitespace characters like spaces and tabs form the code). Esolangs are a developer_in_jokes playground – coders use them to challenge themselves or to show off some arcane knowledge. Choosing one in a serious interview is almost unheard of, because interviews are stressful enough without adding an extra layer of weirdness!

So picture what happened: The interviewer gave a problem – perhaps something like “draw a certain shape” or a typical algorithm challenge – and said you can solve it in any programming language. The candidate then surprises them by saying something like, “Alright, I’ll solve it using Conway’s Game of Life.” Initially, that sounds like nonsense: it’s as if someone asked you to calculate something and you replied, “Sure, I’ll do it using a board game.” The interviewer might have thought they misheard! But then the candidate earnestly starts constructing a solution. They open up a grid (maybe using a Life simulator on a laptop) and begin placing patterns of cells. These patterns aren’t random – they’re known configurations that the candidate probably memorized or prepared, which will interact to produce the answer. For example, to draw a square, they could arrange “gun” patterns that shoot out streams of gliders outlining a square shape. The tweet specifically references “Drawing a square in a circle.” This likely means the interview question was to somehow produce a square shape within a circular boundary (just guessing from that caption). In a conventional language, you might solve that with math and print a grid of characters. But here the candidate set up the initial cells so that, after running the Game of Life for a while, boom – the living cells formed a perfect square inside a circle on the grid. Essentially, they coded the solution by engineering a mini universe of bouncing and oscillating cells!

For a junior developer or someone new to these concepts, here’s why this is both funny and impressive: it’s funny because it’s an absurd way to solve a problem – nobody expects a coding interview to involve a cellular automaton that usually lives in CS textbooks or coding playgrounds. It’s like showing up to a software job interview and instead of writing normal code, you start solving the problem with a Rubik’s Cube or a Sudoku puzzle. And it’s impressive because to pull it off, you’d need a fairly deep understanding of computer science theory (that whole Turing-complete thing) and a lot of practice with these specific Life patterns. The candidate basically nailed the problem using one of the most complicated ways possible, which means they not only solved the core question but did it while juggling an extra hard mode. In developer culture, that’s a power move – it shows off skill in a playful way. It’s a bit like doing a backflip while you make a basketball shot: totally unnecessary for the goal, but if you land it, everyone watching has to say “Wow!”

Also, consider the human side: the interviewer was taken by surprise. Interviewers tend to have a script or at least an expectation of how the interview will go. Suddenly they had to switch mental gears to evaluate a solution like they’ve never seen before. I bet after that initial shock, they watched with curiosity, and when the pattern on the screen evolved into the correct answer, they couldn’t help but applaud the candidate internally. It turned a routine interview into a memorable event. This story resonates with developers because it underscores the creativity possible in programming – it’s not just about writing business code in a boring way; sometimes it’s about clever, out-of-the-box approaches that remind us programming can be like art or magic. And as a bonus, it pokes a little fun at the whole InterviewProcess by showing how one clever twist can upend the usual dynamic. Everyone involved likely walked away thinking, “I can’t believe that just happened!” – and that mix of disbelief and delight is exactly why this tale has spread through developer humor channels.

Level 3: Turing-Complete Party Trick

From a senior developer’s perspective, this meme is both hilarious and jaw-dropping because it confronts interviewer expectations with an extreme developer in-joke. In a typical coding interview at Facebook (or any big tech), the interviewer might say “use any programming language you’re comfortable with” fully expecting a choice like JavaScript, Python, or Java. Here, the candidate took that instruction literally and chose a medium no one in the room saw coming: Conway’s Game of Life. This wasn’t just quirky for quirkiness’s sake – it was a bold esolang_as_language_choice. In developer humor circles, an esoteric programming language (or esolang) is a programming language designed to be strange or difficult, often to challenge programmers or make a joke about programming itself. We’ve all chuckled about languages like Brainfuck (which uses only +, -, <, > and a few symbols to manipulate memory) or Whitespace (where only spaces and tabs have meaning). We joke about writing code in SQL or CSS or even Microsoft Excel – because shockingly, those are Turing complete too. This interviewee actually went and did that kind of stunt for real. They essentially said, “Sure, I’ll solve your problem… in Conway’s Game of Life,” as casually as someone else would say “I’ll use Python.” It’s the ultimate turing_completeness_flex: demonstrating you can solve the task with a “language” that wasn’t intended to be one.

Imagine being the interviewer: at first you’d think it’s a witty attempt at humor – maybe this candidate is just stalling or showing off trivia. The tweet even describes how the interviewer “almost let loose a chuckle.” Every experienced dev knows that feeling: the “Ha, good one… oh wait, you’re serious?!” moment. As the candidate starts constructing the solution, the atmosphere would shift from amusement to astonishment. Instead of typing out conventional code, they might start setting up an initial configuration of a grid, placing virtual “cells” in precise arrangements. Perhaps they explain, “I’m building a logic circuit with gliders that will compute the answer.” At this point, any senior engineer watching would have equal parts confusion and respect – it’s such a bizarre coding interview move that it transcends the usual interview script entirely.

The humor really lands because of the unpredictability of technical interviews and how this flips the script. Interviewers love to say they value problem-solving skills and understanding of CS_fundamentals over rote memorization. Well, this candidate delivered exactly that, just not in the format anyone anticipated! It’s a bit of a gentle jab at the interview process: “You said any language. I’m just obeying instructions – to the letter.” In a way, it highlights how interviews can become absurd when taken to logical extremes. There’s also a sly commentary here about how powerful simple rules and fundamentals can be. Senior devs chuckle because we know that many everyday tools (like regex engines or even video game rules) secretly have the full power of a programming language, but we never expect someone to actually use those to solve an interview question on the spot. It’s simultaneously a critique and celebration of the InterviewProcess: yes, it can sometimes be academic or unrealistic, but here the candidate went full CS-academic mode and still aced a practical problem.

In terms of real-world coding, writing a solution in Conway’s Life is wildly impractical – it’s the definition of a Turing tarpit (a system where everything is possible in theory, but nothing is easy). This was a pure party trick to showcase ingenuity and deep knowledge. The meme strikes a chord with veteran developers because it’s a scenario where someone uses a deep cut from computer science lore to succeed in a modern job interview. It’s like watching someone solve a modern problem with an ancient, sacred technique. Part of us finds it comical — Who even thinks of doing that?! — and part of us is genuinely impressed. After all, to “nail the problem” this way, the candidate likely had to translate the interview question (maybe generating a certain output or solving an algorithm) into the language of cellular automata patterns. That is no small feat; it’s like solving the problem twice — once in your head in abstract, and once by physically engineering it on the grid. It’s a flex of algorithmic thinking, languages knowledge, and creativity all at once.

This tweet’s story has quickly become a bit of developer lore: the kind of tale you share over coffee with colleagues, shaking your head in amused disbelief. It pokes fun at both the candidate’s audacity and the interviewer’s open-mouthed reaction. Seasoned devs are laughing because they know exactly how outlandish this is – it’s as if someone showed up to a guitar audition and built their own guitar on stage out of raw materials and then played it beautifully. The meme encapsulates InterviewHumor at its finest: expectations subverted by an almost academic stunt. Moving forward, I bet every interviewer who hears this story will never look at the “any language of your choice” line the same way again. They might add, half-jokingly, “(Yes, any real programming language...)” to avoid inviting a Conway’s Game of Life surprise! But secretly, we all love that it happened – it’s the ultimate coding developer humor legend that reminds us just how wonderfully eccentric our field can be.

Level 4: Life as a Turing Machine

Conway’s Game of Life isn’t just a cute simulation of pixels flickering on a grid – it’s a full-blown Turing-complete system. In theoretical computer science, Turing completeness means a system is as powerful (in principle) as any computer’s CPU or any programming language. This cellular automaton, invented by mathematician John Conway in 1970, can simulate a universal Turing machine. In other words, given enough cells and time, the Game of Life can compute anything any algorithm can – from sorting numbers to simulating an entire computer. It might sound unbelievable that a simple grid of “alive” or “dead” cells following basic rules can do arbitrary computations, but researchers proved exactly that. Life’s building blocks, like the famous glider (a pattern of cells that travels diagonally across the grid) and the Gosper glider gun (a pattern that periodically spits out new gliders), can be combined like electronic components on a circuit board. By orchestrating fleets of gliders as signals and using stable configurations as logic gates (AND, OR, NOT), one can encode binary logic and even memory on the grid. In fact, ingenious contraptions built entirely out of Game of Life cells have demonstrated calculators, prime number generators, even other cellular automata running within the Life grid. It’s a classic example of a cellular automaton achieving universal computation: a CS_fundamentals tour de force where emergent complexity arises from simple rules.

What does this mean for that wild interview scenario? It means the candidate essentially proposed to solve the coding problem by constructing a custom computer inside Conway’s Game of Life. This is like bringing a theoretical computing model off the textbook page and onto the interviewer’s screen. The tweet’s video still (with intricate white patterns and a caption “Drawing a square in a circle”) hints that the candidate set up an initial configuration of cells so that, as the automaton’s rules iterated, the cells’ pattern evolved to literally draw the solution (a square shape) inside some target area (perhaps outlined as a circle). This is a nod to the idea of “squaring the circle” – a phrase for doing the impossible – yet here it’s happening in a cellular automaton. It’s the Turing completeness flex taken to the extreme: the interviewee leveraged the Game of Life’s universality to encode an algorithm visually. Under the hood, this required deep knowledge of cellular_automata_programming: each diagonal line and moving cluster in that video is part of a delicate machinery of gliders and oscillators performing computation. The humor and amazement lie in the sheer absurd genius of it – they used a mathematical automaton traditionally seen as a computer science curiosity as if it were just another programming language. It’s as if the candidate said, “Why use Python or C++ when I can literally simulate a computer from first principles on a grid of cells?” and then proceeded to do exactly that. This level of abstraction is brain-bending: we’re watching an algorithm unfold in a zero-player game that, unbeknownst to many, has all the power of a real computer. It’s a moment where lofty CS theory (usually confined to academic papers and toy demos) crashed an everyday technical_interview_process, leaving the interviewer (and any seasoned engineer with a love for theory) absolutely floored.

Description

This image is a screenshot of a tweet from user A.J. (@aj_dev_smith), following the 'bizarre coding interview' meme format. The tweet text reads: 'The most bizarre coding interview I've ever done was at Facebook when as usual I asked a candidate to write in any language of their choice.. And they nonchalantly said "I'll write it in Conway's Game of Life", to which I almost let loose a chuckle until...'. The image below is a screen capture of a complex simulation within Conway's Game of Life, set against a black background. It displays an intricate pattern of white pixels forming logical structures and pathways. A section of the simulation is annotated with red text that says 'Drawing a square in a circle', indicating a complex computational task being performed. This meme's humor is aimed at a deeply technical audience. Conway's Game of Life is a famous cellular automaton that is Turing-complete, meaning it can compute anything a universal Turing machine can. Choosing it as a 'language' is an extreme intellectual flex, demonstrating a mastery of theoretical computer science and computability theory far beyond what's expected in a standard coding interview

Comments

7
Anonymous ★ Top Pick The candidate passed the interview, but the solution is still compiling. They estimate the final output will be ready by generation 4,128,372, assuming no unexpected glider collisions
  1. Anonymous ★ Top Pick

    The candidate passed the interview, but the solution is still compiling. They estimate the final output will be ready by generation 4,128,372, assuming no unexpected glider collisions

  2. Anonymous

    By generation 42 the candidate had a lock-free queue running on gliders - at which point I realized the real undecidable problem was our onboarding docs

  3. Anonymous

    When your code review takes 10,000 generations to complete but at least it's deterministic and has zero dependencies

  4. Anonymous

    When the interviewer said 'any language,' they were probably thinking Python or Java, not a Turing-complete zero-player game from 1970. This candidate essentially said 'I'll implement your algorithm by carefully arranging initial conditions in a cellular automaton and letting emergent behavior do the computation' - which is simultaneously the most over-engineered and most theoretically elegant solution possible. It's the technical interview equivalent of being asked to get to the office and showing up via trebuchet: technically valid, impressively creative, and raising serious questions about production readiness

  5. Anonymous

    Never say “any language” in an interview - someone will prove Turing-completeness with glider guns and suddenly your rubric includes emergent behavior and lattice geometry

  6. Anonymous

    Interviewer: 'Any language.' Candidate: 'Hold my glider - this square's about to emerge from the void.' Pure Turing-complete flex

  7. Anonymous

    We said “any language”; they shipped a solution whose compiler was a Gosper glider gun and whose runtime was B3/S23 - try nitpicking test coverage when the tests are oscillators

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