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Md Ismail Šojal 🕷️

@0x0SojalSec • 52,799 subscribers

Cyber_Security_Re-searcher || Ai Re-searcher || AI-Sec|| Malware Analysis II iOS || Pwn || 0SINT || Project AI-StrikeSec || 0ldAccounts Suspended @0xSojalSec ||

Shorts

Chinese scientists have developed, The best shortest-path algorithm in 41 years! A team from Tsinghua University has broken Dijkstra's "sorting barrier" - the first improvement since 1984. Just use for a world-map 🤯 Paper -

Chinese scientists have developed, The best shortest-path algorithm in 41 years! A team from Tsinghua University has broken Dijkstra's "sorting barrier" - the first improvement since 1984. Just use for a world-map 🤯 Paper -

3,338,971 просмотров

basically, you can generate this level quality of Ai-video locally on RTX 3090 MiniMax H3 runs on your own hardware for text-to-video, image-to-video, and reference-to-video with native stereo audio.

basically, you can generate this level quality of Ai-video locally on RTX 3090 MiniMax H3 runs on your own hardware for text-to-video, image-to-video, and reference-to-video with native stereo audio.

54,271 просмотров

Opus-level intelligence running fully local at home on dual RTX 4090s. Qwen3.8-27B-GGUF: - 80 tok/s - Full 262k context - MTP on - Only 34 GB of 48 GB VRAM used - Outperforms Claude Opus max on SWE-Pro: 61.7 vs Claude Opus 4.6’s 53.4 GPQA: 89.2 vs 91.3 No need API bills, Or no rate limits. Local frontier-class models are no longer theoretical.

Opus-level intelligence running fully local at home on dual RTX 4090s. Qwen3.8-27B-GGUF: - 80 tok/s - Full 262k context - MTP on - Only 34 GB of 48 GB VRAM used - Outperforms Claude Opus max on SWE-Pro: 61.7 vs Claude Opus 4.6’s 53.4 GPQA: 89.2 vs 91.3 No need API bills, Or no rate limits. Local frontier-class models are no longer theoretical.

34,855 просмотров

A guy built a Pirate Bay for AI models. - Open-source and leaked AI models. - Models for coding, search, and translation. - AI agents ready to download. - OCR models for photos and documents. - Runs locally, no cloud, no subscriptions. -

A guy built a Pirate Bay for AI models. - Open-source and leaked AI models. - Models for coding, search, and translation. - AI agents ready to download. - OCR models for photos and documents. - Runs locally, no cloud, no subscriptions. -

24,280 просмотров

245 tokens/sec on DeepSeek-V4-Flash and it’s only using 2 RTX 6000 Blackwell GPUs. tinycorp dropped a 2-GPU tinybox edition in honor of DeepSeek fully ready to expand to 4 GPUs later. The GPU middle class just got a serious upgrade.

245 tokens/sec on DeepSeek-V4-Flash and it’s only using 2 RTX 6000 Blackwell GPUs. tinycorp dropped a 2-GPU tinybox edition in honor of DeepSeek fully ready to expand to 4 GPUs later. The GPU middle class just got a serious upgrade.

16,148 просмотров

The founder of Obsidian dropped his own Claude skills it going viral on github (45k stars). For Claude becomes part of your second brain. Built for real Markdown, wikilinks, Bases & Canvas everything -

The founder of Obsidian dropped his own Claude skills it going viral on github (45k stars). For Claude becomes part of your second brain. Built for real Markdown, wikilinks, Bases & Canvas everything -

11,107 просмотров

The first natively trained 1-bit model: BitNet 2B. Trained on 4 trillion tokens. that can run on CPUs like Apple M2 Native 1.58-bit weights and 8bit activations W158A8 Outperforms LLaMA &close to Qwen 2.5 1.5B in while using only 0.4GB memory versus 2GB and processes tokens 40%

The first natively trained 1-bit model: BitNet 2B. Trained on 4 trillion tokens. that can run on CPUs like Apple M2 Native 1.58-bit weights and 8bit activations W158A8 Outperforms LLaMA &close to Qwen 2.5 1.5B in while using only 0.4GB memory versus 2GB and processes tokens 40%

43,807 просмотров

The surprising scale of Tor's global reach – visualized.

The surprising scale of Tor's global reach – visualized.

22,305 просмотров

Videos

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Somebody please explain to this guy that the RAM costs more than gold.😭

Somebody please explain to this guy that the RAM costs more than gold.😭

Md Ismail Šojal 🕷️

9,925,803 просмотров • 1 месяц назад

Gymnastics is still the ultimate Turing test for video AI. If a model can’t nail this level of physics, balance, and motion it’s not ready.

Gymnastics is still the ultimate Turing test for video AI. If a model can’t nail this level of physics, balance, and motion it’s not ready.

Md Ismail Šojal 🕷️

783,052 просмотров • 1 месяц назад

Ornith-1.5 35B running locally at 53 tok/s with 170K context on Single RTX 3060. You don’t need a datacenter to run serious models anymore.

Ornith-1.5 35B running locally at 53 tok/s with 170K context on Single RTX 3060. You don’t need a datacenter to run serious models anymore.

Md Ismail Šojal 🕷️

29,266 просмотров • 5 дней назад

This is how ML should be Taught, Actually seeing the models learn is insanely satisfying. -

This is how ML should be Taught, Actually seeing the models learn is insanely satisfying. -

Md Ismail Šojal 🕷️

52,357 просмотров • 22 дней назад

The cleanest, most satisfying visual explanation of convolution I've ever seen.✨ - Kernel flip - edge detection - Gaussian blur - complex plane glow-up. - Math = dangerous levels of satisfaction. Credit by : 3Blue1Brown, energy meets retro Mario & Kirby

The cleanest, most satisfying visual explanation of convolution I've ever seen.✨ - Kernel flip - edge detection - Gaussian blur - complex plane glow-up. - Math = dangerous levels of satisfaction. Credit by : 3Blue1Brown, energy meets retro Mario & Kirby

Md Ismail Šojal 🕷️

260,996 просмотров • 7 месяцев назад

Fuc*k your paid courses, Kimi.ai AI founder (Yang Zhilin) explained how they're running 300+ specialized sub-agents in parallel and it changes everything. The founder of a $20B + valuation Chinese AI lab give you a 40-minute masterclass on AGENT SWARMS. This is the clearest breakdown I've seen on building large-scale AI systems that actually work in the real world. - Dynamic orchestration, PARL rewards, real scaling beyond context windows. - Trained with smart RL rewards (instantiation, finish & outcome) - 100-300+ specialized spawns agents , sub-agents on the fly working in parallel. - Thousands of tool calls. - 4.5x faster execution. This isn't theory it's how they're scaling Kimi to handle real complexity. Better than most local paid courses. Swap your Netflix tonight watch this instead.

Fuc*k your paid courses, Kimi.ai AI founder (Yang Zhilin) explained how they're running 300+ specialized sub-agents in parallel and it changes everything. The founder of a $20B + valuation Chinese AI lab give you a 40-minute masterclass on AGENT SWARMS. This is the clearest breakdown I've seen on building large-scale AI systems that actually work in the real world. - Dynamic orchestration, PARL rewards, real scaling beyond context windows. - Trained with smart RL rewards (instantiation, finish & outcome) - 100-300+ specialized spawns agents , sub-agents on the fly working in parallel. - Thousands of tool calls. - 4.5x faster execution. This isn't theory it's how they're scaling Kimi to handle real complexity. Better than most local paid courses. Swap your Netflix tonight watch this instead.

Md Ismail Šojal 🕷️

60,757 просмотров • 1 месяц назад

A file transfer setup using no internet, Bluetooth, or USB drive. The sender converts the file into encoded QR code frames displayed rapidly on screen. The receiver scans those frames continuously with its camera and reconstructs the original file. The camera is the only communication bridge. Works entirely offline particularly relevant for air-gapped systems where network transfer isn't an option.

A file transfer setup using no internet, Bluetooth, or USB drive. The sender converts the file into encoded QR code frames displayed rapidly on screen. The receiver scans those frames continuously with its camera and reconstructs the original file. The camera is the only communication bridge. Works entirely offline particularly relevant for air-gapped systems where network transfer isn't an option.

Md Ismail Šojal 🕷️

64,588 просмотров • 1 месяц назад

This open-source Neural Network Visualizer is an absolute game-changer, rendering activations in mesmerizing 3D✨

This open-source Neural Network Visualizer is an absolute game-changer, rendering activations in mesmerizing 3D✨

Md Ismail Šojal 🕷️

214,871 просмотров • 7 месяцев назад

Linux running inside a 6MB pdf file interactively.

Linux running inside a 6MB pdf file interactively.

Md Ismail Šojal 🕷️

124,907 просмотров • 5 месяцев назад

A 100% FREE Suno killer alternative that runs locally on your own PC. - Stunning full-length songs up to 5:00 long tracks - Supports reference audio for style - with just 8GB-RAM. - Generate lyrics - instrumentals, - or full tracks right on your machine. - full songs in minutes. - powered by Tencent AI Lab's -

A 100% FREE Suno killer alternative that runs locally on your own PC. - Stunning full-length songs up to 5:00 long tracks - Supports reference audio for style - with just 8GB-RAM. - Generate lyrics - instrumentals, - or full tracks right on your machine. - full songs in minutes. - powered by Tencent AI Lab's -

Md Ismail Šojal 🕷️

22,293 просмотров • 1 месяц назад

Fully Aggressive variant Uncensored MoE model that won’t refuse red team or pentesting tasks & coding. - 35B parameters, 3B active (MoE) - 0 refusals (Aggressive variant) - Excellent agentic coding + multimodal Powerful uncensored coding model 73.4% on SWE-bench Verified & fully uncensored, It dangerous (in a good way). This is currently one of the best options if you want power without guardrails. High quality imatrix GGUF quants available

Fully Aggressive variant Uncensored MoE model that won’t refuse red team or pentesting tasks & coding. - 35B parameters, 3B active (MoE) - 0 refusals (Aggressive variant) - Excellent agentic coding + multimodal Powerful uncensored coding model 73.4% on SWE-bench Verified & fully uncensored, It dangerous (in a good way). This is currently one of the best options if you want power without guardrails. High quality imatrix GGUF quants available

Md Ismail Šojal 🕷️

28,103 просмотров • 1 месяц назад

GPT-5.6 Sol Ultra autonomously build a full Chrome renderer exploit chain and pop calc.exe, in a days. AI go from V8 source a7 recent security fixes to a complete sandbox escape & code execution with minimal guidance, Maglev type confusion, forged primitives, NativeModule UAF, Wasm pointer hijacking the whole chain. watching frontier AI do what used to take elite humans weeks, This isn't hype An AI autonomously chained a modern Chrome sandbox escape Wild times.

GPT-5.6 Sol Ultra autonomously build a full Chrome renderer exploit chain and pop calc.exe, in a days. AI go from V8 source a7 recent security fixes to a complete sandbox escape & code execution with minimal guidance, Maglev type confusion, forged primitives, NativeModule UAF, Wasm pointer hijacking the whole chain. watching frontier AI do what used to take elite humans weeks, This isn't hype An AI autonomously chained a modern Chrome sandbox escape Wild times.

Md Ismail Šojal 🕷️

21,010 просмотров • 1 месяц назад

Your iPhone just got spammed with fake AirPods. One Android device from up to 50 meters away can force endless “Connect to AirPods, Beats, Apple TV” alerts on nearby iPhones even when locked. few lines of code is all it takes.

Your iPhone just got spammed with fake AirPods. One Android device from up to 50 meters away can force endless “Connect to AirPods, Beats, Apple TV” alerts on nearby iPhones even when locked. few lines of code is all it takes.

Md Ismail Šojal 🕷️

11,432 просмотров • 23 дней назад

The hidden architecture of a bird’s voice. 🙌🏻 Did you know a bird's song can be mapped into a mathematical fingerprint? 🧬 This isn't sci-fi; it's the real-time mapping this is a multi-dimensional bioacoustic visualization of a Carolina Wren's song. By tracking the frequencies, can build a unique radar chart signature for the species. It tracks spectral flatness , entropy, and slope in 3D space to reveal the hidden geometry behind the music. Nature is literally math in motion. the video tracks specific spectral features that define the bird's unique Vocal Signature. 🥺 A beautiful reminder of the complexity hiding in everyday sounds.

The hidden architecture of a bird’s voice. 🙌🏻 Did you know a bird's song can be mapped into a mathematical fingerprint? 🧬 This isn't sci-fi; it's the real-time mapping this is a multi-dimensional bioacoustic visualization of a Carolina Wren's song. By tracking the frequencies, can build a unique radar chart signature for the species. It tracks spectral flatness , entropy, and slope in 3D space to reveal the hidden geometry behind the music. Nature is literally math in motion. the video tracks specific spectral features that define the bird's unique Vocal Signature. 🥺 A beautiful reminder of the complexity hiding in everyday sounds.

Md Ismail Šojal 🕷️

43,724 просмотров • 5 месяцев назад

Most devs still don’t know it exists. You can literally run a full Chromium browser inside your terminal 🤯 - WebGL & WebGPU support - Starts in 1 second - 60 FPS - 0% CPU when idle - Works over SSH (no window server needed) - Watch YouTube in your terminal You can watch youtube in your terminal

Most devs still don’t know it exists. You can literally run a full Chromium browser inside your terminal 🤯 - WebGL & WebGPU support - Starts in 1 second - 60 FPS - 0% CPU when idle - Works over SSH (no window server needed) - Watch YouTube in your terminal You can watch youtube in your terminal

Md Ismail Šojal 🕷️

17,281 просмотров • 1 месяц назад

Claude Code with agent, autonomously hacked Subway Surfers, and printed millions of coins. A rooted Android phone... and it turned Subway Surfers into a money printer. From 4 coins to 2,000,000+ coins in two runs. autonomous loop, analyzed, and pwned a Unity game in one session, intercepts traffic, bypasses SSL pinning, and even reverse-engineers offline games. The full Setup: Rooted emulator via rootAVD + Magisk + AlwaysTrustUserCerts. Toolchain: UI Automator, mitmproxy traffic capture, Frida bypass scripts, APK static analysis. The agent loops by itself: - Dump screen & UI elements - Tap/swipe via ADB - Analyze traffic or binary - Decide next move without a human. It played the game, reverse-engineered the Unity IL2CPP binary, hooked Frida on SafeInt anti-cheat, and silently multiplied currency. Subway Surfers (com.kiloo.subwaysurf) Almost zero network traffic to agent pivots. Detects Unity IL2CPP parses global-metadata.dat Finds WalletModel, RunSessionData, AddCoins, and SetCurrencySilently. Then hooks with Frida and multiplies rewards ×100+. Result: 4 coins to over 2 million. SafeInt anti-cheat? Bypassed Stealth mode This is the future of mobile pentesting? credit via: Shadan -

Claude Code with agent, autonomously hacked Subway Surfers, and printed millions of coins. A rooted Android phone... and it turned Subway Surfers into a money printer. From 4 coins to 2,000,000+ coins in two runs. autonomous loop, analyzed, and pwned a Unity game in one session, intercepts traffic, bypasses SSL pinning, and even reverse-engineers offline games. The full Setup: Rooted emulator via rootAVD + Magisk + AlwaysTrustUserCerts. Toolchain: UI Automator, mitmproxy traffic capture, Frida bypass scripts, APK static analysis. The agent loops by itself: - Dump screen & UI elements - Tap/swipe via ADB - Analyze traffic or binary - Decide next move without a human. It played the game, reverse-engineered the Unity IL2CPP binary, hooked Frida on SafeInt anti-cheat, and silently multiplied currency. Subway Surfers (com.kiloo.subwaysurf) Almost zero network traffic to agent pivots. Detects Unity IL2CPP parses global-metadata.dat Finds WalletModel, RunSessionData, AddCoins, and SetCurrencySilently. Then hooks with Frida and multiplies rewards ×100+. Result: 4 coins to over 2 million. SafeInt anti-cheat? Bypassed Stealth mode This is the future of mobile pentesting? credit via: Shadan -

Md Ismail Šojal 🕷️

33,549 просмотров • 4 месяцев назад

Nicolas Carlini showed Claude can find 0-DAY vulnerabilities, in a live conference demo. it found Autonomously finding a blind SQL injection zero-day (CVE-2026-26980) in Ghost CMS, extracting stole admin API keys without authentication in roughly 90 minutes, marking the platform's first critical vulnerability after 20 years and 50,000+ GitHub stars. Then did the exact same thing to the Linux kernel, it few months older video

Nicolas Carlini showed Claude can find 0-DAY vulnerabilities, in a live conference demo. it found Autonomously finding a blind SQL injection zero-day (CVE-2026-26980) in Ghost CMS, extracting stole admin API keys without authentication in roughly 90 minutes, marking the platform's first critical vulnerability after 20 years and 50,000+ GitHub stars. Then did the exact same thing to the Linux kernel, it few months older video

Md Ismail Šojal 🕷️

15,731 просмотров • 1 месяц назад

If you are tired of googling for #BugBounty writeups, I made a little tool that lets you search writeups easily. You can also pull the search data in JSON format if you need it.⚙️⚔️ #cybersecurity #bugbountytips #infosec #offensivesec

If you are tired of googling for #BugBounty writeups, I made a little tool that lets you search writeups easily. You can also pull the search data in JSON format if you need it.⚙️⚔️ #cybersecurity #bugbountytips #infosec #offensivesec

Md Ismail Šojal 🕷️

70,844 просмотров • 3 лет назад

Unlimited Cloud storage for "AI" using Telegram as a backend 😯 - #infosec #cybersec #infosec #bugbountytips

Unlimited Cloud storage for "AI" using Telegram as a backend 😯 - #infosec #cybersec #infosec #bugbountytips

Md Ismail Šojal 🕷️

18,230 просмотров • 7 месяцев назад

Find hidden Endpoint - by: Sina Yeganeh ✨ - #cybersec #infosec #bugbountytips

Find hidden Endpoint - by: Sina Yeganeh ✨ - #cybersec #infosec #bugbountytips

Md Ismail Šojal 🕷️

14,082 просмотров • 10 месяцев назад