Dmytro Oleksiuk

zero-fucks-given infosec research | 🇺🇦 Ukraine needs your help to kill Ruϟϟian zombies: https://savelife.in.ua/donate | More borders, more nations

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Last Notes

2025-11-23 17:42:52 GMT

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JIT improves performance when the rival is sorce code interpreter or byte-code VM, I’m speaking about shipping already compiled code for target platform/architecture

2025-11-23 17:24:05 GMT

While environmentalists loosing their shit about carbon footprint of blockchains and LLM models — I have another question: has anyone tried to estimate comparative carbon footprint of JS/JVM/.NET JiT compilers? I mean, like, seriously — instead if shipping pre-compiled binary artifacts we forcing millions of clients with nearly identical hardware and software configuration to perform the same set of unnecessary heavy computations every time when someone visits random web page or opens random app

2025-11-15 15:04:59 GMT

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It’s mostly related to “custom tools” part, I haven’t experimented much with public ones because even most advanced models can’t do much if your tooling suck for the first place

2025-11-15 14:00:17 GMT

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You have to sign NDA 😇

2025-11-15 13:57:25 GMT

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2025-11-15 13:55:59 GMT

People who went skeptical on “AI-orchestrated APT” report by Anthropic most likely haven’t tried to use their recent models coupled with custom MCP tools for intrusion security purposes. As person who did tried — I can say yes, they’re really that good. Getting Sonnet to hack shit for you isn’t even a challenge anymore, while gaining the same performance level from self-hosted models still is

2025-09-29 18:37:04 GMT

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On yes, this one and Vergilius Project as well: https://www.vergiliusproject.com/ It’s not an actual documentation since they have only structures/prototypes info, but it’s really nice and accurate

2025-09-29 17:24:18 GMT

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Incomplete and outdated tho 😔
I seen something similar but more recent, have to check my notes/bookmarks

2025-05-07 17:39:26 GMT

I’m sorry, but Facebook did more harm to humankind than all NSO-alike spyware vendors of the world altogether. You are fighting into the wrong direction