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Syed Abdul Basit
Syed Abdul Basit

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I tried MemPalace, the viral AI memory tool everyone’s fighting about

A Hollywood actress shipped an AI tool. It hit 48,000 GitHub stars in two weeks. Claimed a perfect 100% on a respected benchmark.

Then developers started tearing it apart 🚨

I spent a few days with MemPalace, Milla Jovovich's open-source AI memory project, to figure out what was real and what was hype.

Here's what I found:

✅ The install genuinely works. Five minutes, one pip command, and your AI has persistent memory across sessions.

❌ The viral 100% benchmark was "teaching to the test." The maintainers have since walked it back in the README.

❌ The "innovation" is mostly just ChromaDB with default settings. A technical audit showed you could replicate the headline score in ~50 lines of Python.

🚨 The "local-first" privacy promise is currently broken. A security researcher disclosed 8 unpatched vulnerabilities last week, including a Wikipedia SSRF that silently sends data off your machine. Directly contradicts the marketing.

✅ The maintainers have been unusually transparent. The README has a "what we got wrong" note I've genuinely never seen on a project this size.

My take: the idea is good, the execution has real problems, and the version you'd install today doesn't match its own privacy claims. Wait for issue #809 to close before trusting it with anything real.

Full breakdown, install walkthrough, and security deep-dive here:

https://medium.com/@umairsyedahmed282/i-tried-mempalace-the-viral-ai-memory-tool-everyones-fighting-about-455fdc68f305

If you've tried it, I'd love to hear your experience in the comments 👇

AI #OpenSource #Cybersecurity #DeveloperTools #MCP

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