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Petr Korolev 🦇🔊
1,119 posts
Petr Korolev 🦇🔊 profile banner
@skywinder

Petr Korolev 🦇🔊

@skywinder
🔨 Build the sovereign ai memory @ Mycelia.tech 🚀 Break & fix security @0xorio
Earth
oxor.io
Joined January 2009
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  • @skywinder
    Petr Korolev 🦇🔊
    @skywinder
    Jul 8
    This feels like one of the next big infra layers for AI: tools that can inspect, compare and monitor latent representations across models. Also strongly relates to @aimalysheva’s point about mapping manifolds and preserving invariants across models.
    @ana_gaidashenko
    Anastasiia (Ana) Gaidashenko
    @ana_gaidashenko
    Jul 8
    Reading what AI doesn't say (this topic genuinely matters to me, and it happens to be my birthday today, so if you feel like it, a repost would be a nice gift 🎂) Something shifting in AI architecture that I don't think gets discussed enough through a safety lens. Models are
    1
  • @skywinder
    Petr Korolev 🦇🔊
    @skywinder
    Feb 4
    Vitalik's been dropping hints on this for a while. Let's see who takes what role: @ether_fi do settlement on @Scroll_ZKP with their cards - killer use case. @StarkWareLtd & @aztecnetwork own the privacy game. @arbitrum & @OptimismFND: speed for advanced DEXes. How about the rest?
    @VitalikButerin
    vitalik.eth
    @VitalikButerin
    Feb 3
    There have recently been some discussions on the ongoing role of L2s in the Ethereum ecosystem, especially in the face of two facts: * L2s' progress to stage 2 (and, secondarily, on interop) has been far slower and more difficult than originally expected * L1 itself is scaling,
  • @skywinder
    Petr Korolev 🦇🔊
    @skywinder
    Jan 28
    Found a great simple tool to aggregate all my conversations and chats from Claude, OpenAI, and Perplexity in one place - @OwnYourChat. Of course, it's self-hosted and open source. Already added a couple of PRs for search and filter tools. Now it's simply a great tool. Kudos to
    3
  • @skywinder
    Petr Korolev 🦇🔊
    @skywinder
    Dec 6, 2025
    Going public with @Bakuutin! Intro talk about Mycelia.tech — how to keep your privacy and build a fully self-hosted AI memory during Buenos Aires @EFDevcon week. Thanks @cyberacademydev for the great event! youtube.com/watch?v=_mRji2…
    @cyberacademydev
    Cyber Academy
    @cyberacademydev
    Dec 4, 2025
    Petr Korolev @skywinder & Tigor Bakutin show why your AI memory must stay local — and how self-hosted models can give you superhuman recall without handing your life to Google or Meta youtu.be/_mRji2Ssahg
    1
  • @skywinder
    Petr Korolev 🦇🔊
    @skywinder
    Apr 19, 2025
    Good weekend! Let’s build the @omedotme 😎 ❌.. Failed to get camera frame buffer 💥 Disconnected (read failed: [Errno 6] Device not configured) 💨 And then… magic smoke! Definitely not my day. (╯°□°)╯︵ ┻━┻
    Image
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