I did not have "Milla Jovovich has a GitHub" on my 2026 bingo card
And yet. Here is what she built, why it matters, and what you need to know before you touch it on your work computer.
If you know, you know. The Fifth Element. Multipass. That movie played on repeat in our household growing up. One of those rare ones where the kids and the parents were equally obsessed, and Bruce Willis somehow delivered one of his best performances ever.
She was already a hero for that.
Today she is my hero for a whole different reason.
What she built and why
After months of meticulous filing, Milla Jovovich realized something that anyone who works deeply with AI will immediately recognize: AI is just not great at finding things, even when you keep the best folder system in the world. Every tool still relies on keyword search across what she called "a warehouse full of junk." You are doing archaic word searches across thousands of documents and probably still not finding exactly what you needed.
"Your folder is like a huge warehouse and all those files are akin to a pile of junk with dates and names on it."
So she went and built something better. She partnered with developer Ben Sigman, spent months on it, made about a thousand mistakes and started from scratch more than once, and pushed MemPalace to GitHub herself. MIT licensed. Free. And it outbenchmarked the VC-funded tools in the space.
The concept is borrowed from ancient Greece. Memory masters would memorize entire speeches by mentally placing ideas in rooms of an imagined building, then walking through it to retrieve them. MemPalace makes this literal for AI: your conversations are organized into wings, rooms, halls, and drawers. Nothing gets thrown away. Nothing gets summarized into a bullet point that loses all the nuance. Everything is stored, indexed, and findable.
Why this hits close to home
I get it in a very personal way. I am building hundreds of things right now, for myself and for clients, and I cannot tell you how many times I have had to re-explain to my AI what we were literally just doing two minutes ago. Open a new window and it is gone. All the context, all the decisions, all the reasoning. Cold start every time.
This is a real problem. A daily one. And it is one of the biggest friction points for anyone using AI seriously in their work rather than just dabbling.
What Milla built is a direct answer to that frustration. And the fact that it came from a power user, not an engineer, is exactly why it works the way it does.
The honest plusses and minuses
I am still exploring this and have not fully launched it yet. But I have read the setup documentation carefully and here is my honest read for people who, like me, are not deep in terminal and GitHub every day.
The good:
Everything runs locally on your machine. No cloud, no API keys, no data leaving your computer.
It installs like any other Python package, one command.
The structure is transparent. You can see exactly where it stores things.
It is free and open source. Nothing is hiding in the code.
It works with Claude, ChatGPT, Cursor and most MCP-compatible tools.
What to watch out for:
It requires Python 3.9 or higher. If you have never set up Python on your computer, that is a step before the step.
Installation takes 2 to 3 minutes and pulls down an 80MB model. Not a big deal but worth knowing.
The benchmark claims got some scrutiny at launch. The honest score without reranking is 96.6%, which is still best in class, but the headline 100% required an extra step. Worth knowing so you go in with calibrated expectations.
If this is your work computer, read this first.A couple of years ago I would have said that living in this world was overwhelming. Today it feels more accessible than ever. But accessible does not mean reckless, especially when client data is involved. Before you run anything in terminal on a work machine, ask yourself: does your company have an IT policy about installing packages? If yes, check it first. More importantly: MemPalace will only read files you explicitly point it at, but it is very easy to accidentally mine a folder that has sensitive client information sitting in it. The same caution I apply to Claude Cowork and Google Drive applies here. Keep your AI tools and your confidential client files in separate lanes. My plan is to test this on a personal machine first, get comfortable with what it actually touches, and then decide if and how I bring it near my work setup. Separation of computers is something I am actively working on, and this is exactly the kind of tool that makes that decision feel urgent.
What she is doing that matters beyond the tool
A couple of years ago I would have said that living in this world, running things in terminal, having a GitHub account, understanding how open source works, felt like it belonged to a different kind of person. Not me.
Today it feels different. Not because it got easier exactly, but because people like Milla are making it feel possible. She is not a software developer. She is a power user who got frustrated enough to build something. That is a different energy and it is one I recognize.
The best tools come from that place. Not from a roadmap meeting. From someone who genuinely could not stand the way things worked and decided to fix it.
I will be watching MemPalace closely. More to come once I have had proper time to dig in. But I wanted to share it now while the story was fresh, with honest notes rather than just the hype.
Full GitHub repo here for anyone who wants to dig in: https://github.com/milla-jovovich/mempalace — thank you, gracias, Milla.
This is the first edition of Wednesday Wildcards.
Every Wednesday, when I come across someone doing something unexpected, something that reframes what is possible, someone who did not fit the mold but built the thing anyway, I am going to share it here. No agenda. No gender requirement. Just people who surprised me.
Today it was Milla Jovovich with a GitHub account and a memory system that beats the VC-funded competition.
Who is next? I genuinely do not know yet. That is the point.
#WednesdayWildcards #AI #MemPalace #OpenSource #WomenInTech #AItools
