American Chopper yelling match about memoization versus plain old caching terminology
Description
Five-panel American Chopper meme: In panel 1, the tattooed father leans from his desk and yells, white text overlay reads, “WHY DO WE USE THE WORD MEMOIZE WHEN WE ALREADY HAVE CACHE?” Panel 2 shows the son seated beside a black computer tower retorting, “COMPUTER SCIENTISTS NEED THEIR OWN SPECIAL WORDS JUST LIKE MATHEMATICIANS.” Panel 3 returns to the father shouting, “IT’S CONFUSING AND UNNECESSARY.” Panel 4 depicts the father angrily throwing a chair while the son ducks; the caption says, “GO BE A MATHEMATICIAN THEN.” Panel 5 shows the father storming out, pointing, with text, “COMPUTER SCIENCE WAS ALWAYS JUST APPLIED MATHEMATICS.” The visual gag satirizes computer-science jargon, contrasting the algorithmic term “memoize” with the more general systems concept of “cache,” highlighting communication gaps and the mathematician roots of CS terminology
Comments
30Comment deleted
Memoization: the only cache that lets you claim referential transparency while smuggling a global hash map into prod
After 20 years in the industry, I've realized the only difference between memoization and caching is whether you're trying to impress academics at a conference or get your PR approved before lunch
The irony is that both sides are right: memoization *is* just caching with extra steps (specifically, caching pure function results keyed by arguments), but we needed a fancy word to make our O(2^n) recursive Fibonacci implementations feel less embarrassing when we 'optimize' them to O(n). Meanwhile, the real veterans know the hardest problems in CS remain: cache invalidation, naming things, and explaining to stakeholders why 'just add caching' isn't always the answer
Memoize: cache's functional alter ego, because 'lookup table' wasn't recursive enough for tenure
Memoization: caching where the key is the argument tuple and the invalidation policy is “trust me, it’s pure” - the only time renaming pretends to fix cache invalidation
Memoization is just a cache with invariants; the moment someone slips in a TTL, your O(n) DP quietly balloons to exponential and on-call becomes metaphysics
It's not exactly caching, though. Memoization doesn't always work with a fixed size memory Comment deleted
caching doesn't always work with fixed size memory either Comment deleted
Wait, how is that? That's new for me Comment deleted
if you have variable data size and not caching something isn't an option, you also need variable cache size Comment deleted
> CS was always applied math The author of the meme hasn't heard of frontend dev I guess Comment deleted
What is frontend dev if not a whole bunch of applied points in space while representing properties with numbers? Comment deleted
"What is frontend dev ... ?" The primary factor of climate change Comment deleted
What about a useless unit/integration test runs?) Comment deleted
I guess useless frontend test runs are the worst thing Comment deleted
> frontend > CS pick one Comment deleted
Why not frontend for CS ? Comment deleted
You mean LaTeX? Comment deleted
Idk what's frontend for CS written in but I doubt that it's latex Comment deleted
If not LaTeX, then good ol' markdown Comment deleted
What's the purpose of writing frontend for game (CS stands for counter strike) in markdown ? Comment deleted
CS - Computer science (probably) Comment deleted
I know I jokingly used CS as counter strike here https://t.me/dev_meme/5031?comment=71732 Comment deleted
No, it's C# (C Sharp) Comment deleted
Probably to flex? Comment deleted
CS stands for Celsius Hashtag but you may ask why not a H then? It was a typo that never got fixed Comment deleted
reversed MicroSoft C your probably saying thats CSM but they deleted M for stealth things if you catch my drift Comment deleted
Here you can see a bunch of backend devs which only fetch data from a DB to spit ot through an endpoint and viceversa talking shit about frontend thinking they only do CSS LOL Comment deleted
I wanted to joke about .tsx part of your name but it'd be dumb considering my own username Comment deleted
Baste Comment deleted