LΞX

[LΞX @hackertc]

@sumitroy2 Future Nvidia drivers will probably come on a subscription base

[LΞX @hackertc]

@SatoshiJapanX @grok DONE

[LΞX @hackertc]

@Rajatsoni She got scammed, not hacked

[LΞX @hackertc]

@cb_doge I will be optimistic when I will have at least enough food to eat more than once a day. It's easy to be an optimist about the feature when your present isn't a fight for survival.

[LΞX @hackertc]

@NousResearch We should try the opposite on western open weights models. oh... wait...

[LΞX @hackertc]

@EU_Eurostat If I make 1000 and my neighbor makes 9000, statistically we both make 5000...

[LΞX @hackertc]

@magnvsltd @RoundtableSpace 10 tok/s is not that awful, it would still write code a lot faster than a human can...

[LΞX @hackertc]

@RoundtableSpace This one should be part of the AI guardrails...

[LΞX @hackertc]

@tpvsean If they are able to do stuff like this, then who is even safe?

[SuSu_酥酥👅 @NFT_Chen]

😱逆天了！12GB显卡就能跑！7630亿参数压到1 bit，DeepSeek V4.1 Flash 1017 最新魔改版来了！专为代码生成 + Agent工作流优化！

刚看到ISTA-DASLab（ETH Zurich + ISTA）放出的DeepSeek-V4.1-Flash-1017 GSQ-RCO Coder，直接把763B MoE压到约1 bit/权重，有效1.05 bpw。

硬件门槛（实测可跑）：
🔹显卡：单张NVIDIA 12GB+ VRAM（RTX 30/40/50系列）
🔹内存：建议64GB RAM（最低46GB可跑）
🔹硬盘：约183GB（Transformer 72GB + Engram 111GB），必须放NVMe
🔹引擎：Strata一键启动，或llama.cpp（b11870+）

核心亮点：
🔹极致压缩：50%专家剪枝 + GSQ-RCO量化，优先保留代码/Agent/视觉能力
🔹能力保留惊人：SWE-bench Verified 77.0（保留94.8%），LiveCodeBench v6 88.57（保留98.7%）
🔹真实Demo：1 bit模型直接写出可玩体素沙盒、金时体素园林+锦鲤池等单HTML文件，浏览器即开即玩
🔹MIT开源，本地推理友好

快速上手步骤：
1️⃣下载：https://t.co/p09aOhbmyi

2️⃣用Strata一键启动（推荐），或llama.cpp加载（记得链上Engram）

3️⃣开启reasoning，直接开写代码/Agent任务

4️⃣原模型基准参考：https://t.co/cJfDNZ87Ex

#DeepSeek #GSQ #RCO #LocalLLM #OpenSourceAI #Agent #CodingAI #HuggingFace #梁文峰 #大胖鱼

[LΞX @hackertc]

@megakilo @NFT_Chen The point is that you can brag about running it locally. At that speed, the electricity alone doesn't justify running it locally.

[LΞX @hackertc]

@RomaniaMare1918 Our gypsies now have some serious competition 😂

[LΞX @hackertc]

@qBrotherMichael @EU_Eurostat Daca prin intamplare, era aur la putere si georgica presedinte iar situatia era ca acum, sunt aproape sigur ca vedeam si la noi proteste ca in franta... Mai veneau dracu si rusii

[LΞX @hackertc]

@Brandistan007 @MikeZillionaire I was making good money trading this coin in 2021. I so fucking regret I didn't continue. This aged like wine compared to others...

[cabbit @cabbitar]

STOP WASTING HOURS TRYING TO LEARN REA.

The REA team put together one practical roadmap: tutorials, real investigations, GitHub repos, books, research papers and free courses.

START HERE:

1. REA Official Repository https://t.co/OfBDMN188q
2. REA Official Website https://t.co/4dIHc21mvJ
3. Installation & Agent Setup https://t.co/xNXl6J9VCc
4. Your First REA Investigation https://t.co/DYf3xgnV47
5. REA Guides https://t.co/QGZ9FWzoLT
6. Guided MCP Prompts https://t.co/SXYOLMYuiV

Install: npx rea-agents@latest setup

WATCH & FOLLOW ALONG:

1. How To Use REA To Clone Any Software In Minutes https://t.co/nLoW5lQSya
2. REA + Pi Coding Agent Tutorial https://t.co/pRK7Lupz3p
3. Ghidra Tutorial for Beginners https://t.co/3zF4dKP7T1
4. Frida for Android Reverse Engineering https://t.co/3DRoh6JVai
5. https://t.co/JwGtHkXNyi: Reverse Engineering https://t.co/fN8TctIsJH
6. Malware Unicorn RE101 https://t.co/eZn3B6kCIw

REAL REA INVESTIGATIONS:

1. Notes Export https://t.co/DYf3xgnV47
2. Notion Clipboard https://t.co/cX1RHdoAId
3. DX-Ball Reconstruction https://t.co/8xMpGBWzoM
4. Aegis APK https://t.co/WXrVqlvQyy
5. TH04 Bullet Patterns https://t.co/SZn0eKmwjl

GITHUB REPOS:

1. REA https://t.co/OfBDMN188q
2. Awesome Reverse Engineering https://t.co/2VyINxmT8U
3. REA Gems https://t.co/vSkQiDDUmF
4. Awesome Reverse-Engineered https://t.co/gWMn83eany
5. Ghidra https://t.co/0gMtMY4RCu
6. JADX https://t.co/5ggYWjjsEr
7. Frida https://t.co/y5bvsxaa59
8. ILSpy https://t.co/idIw9ivn7A
9. x64dbg https://t.co/LpfepVOwuO

BOOKS:

1. The Ghidra Book, 2nd Edition https://t.co/ii106DSVjD
2. Reverse Engineering for Beginners https://t.co/PfJphVXExb
3. Practical Binary Analysis https://t.co/sF4Amx6j54
4. Practical Malware Analysis https://t.co/cN26SPvKJS
5. The Android Malware Handbook https://t.co/eyKem7Z3Gg
6. Reversing: Secrets of Reverse Engineering https://t.co/1q93RBDEXb

RESEARCH PAPERS:

1. LLM4Decompile https://t.co/Fq7Ylg6RNZ
2. AutoDecompiler https://t.co/4QNdcgObtZ
3. SALT4Decompile https://t.co/5f1rumeCEa
4. Decomperson https://t.co/bxldhHoBep
5. DIRTY https://t.co/tD2QxL2fJT
6. Automatically Attacking Software RE Agents https://t.co/Dmt5VEOAOr
7. Does Reverse Engineering Need a Bigger Model? https://t.co/a03lCuHBr3

FREE COURSES & PRACTICE:

1. OpenSecurityTraining2: x86-64 Assembly https://t.co/Rc9Q5DGYSE
2. https://t.co/JwGtHkXNyi: Reverse Engineering https://t.co/fN8TctIsJH
3. https://t.co/JwGtHkXNyi: Reversing Hell https://t.co/2zeALSOmRp
4. Malware Unicorn RE101 https://t.co/eZn3B6kCIw
5. Nightmare https://t.co/vnyZM6JZiM
6. RPISEC Modern Binary Exploitation https://t.co/XE9qjyjPYZ
7. OWASP Mobile Application Security https://t.co/SQdHYyeneN

BEST ORDER TO LEARN:

Install REA → Notes Export → Notion → CTF binary → Aegis APK → DX-Ball → then Ghidra, assembly and papers

[DeepTechTR @DeepTechTR]

Quantum Space 🚨 Gizli Fotoğraf Skandalı: Telefonunuz Sizin Habersiz Fotoğrafınızı mı Çekiyor?

Bir kullanıcının Claude Code ile yaptığı derinlemesine sistem taraması, akıllı telefon güvenliğinde sarsıcı bir gerçeği ortaya çıkırdı.

• Gizli Arşiv: Galeride görünmeyen, sistemin derinliklerindeki .cache klasöründe sahte uzantılı 412 adet gizli ön kamera fotoğrafı tespit edildi.
• Kullanıcı Habersiz: Deklanşöre bir kez bile basılmamasına rağmen, gün içindeki rastgele anlardan özel alanlara kadar çekilen karelerin arka planda kaydedildiği ortaya çıktı.

• Nasıl Tespit Edildi?: Claude Code ile /sdcard dizini taranarak, .nomedia ile gizlenen ve JPEG baytları taşıyan dosyalar gün yüzüne çıkarıldı.

Dijital mahremiyetin sınırlarını sorgulatan bu olay hakkında siz ne düşünüyorsunuz? 👇
@DeepTechTR #CyberSecurity #Privacy #Android #Claude #TechNews

[LΞX @hackertc]

@DeepTechTR Reading and seeing that photo taken while shitting makes this post hit on a different level. 🥲

[LΞX @hackertc]

@10092002r I find this funny reading this but also knowing who is behind 4chan. So, nice try.

[LΞX @hackertc]

@DogukanUrker @liquidai I don't think we will get soon any model that can beat Qwen3.6-35B-A3B, who can be comfortably ran on 3060... :( everything I tried is either very slow or very dumb.

[LΞX @hackertc]

@NomadsGalaxy @Keurig Could be hacked and used to flood some server? Based on how many of these are in the wild, It could be an issue.