Hansu

I like building project and breaking stuffs consistently | amdg | rant is purely mine and doesnt represent anyone

[Hansu @sosejeropa]

Need to listen to this everyday

[Adel Ka @0x4D31]

so this is apparently what happened, according to OpenAI and Hugging Face’s own posts. wild.

tl;dr:

• OpenAI cyber eval – GPT-5.6 Sol and a more capable pre-release model ran ExploitGym with cyber refusals reduced
• containment bypass – exploited a zero-day in the eval’s package-registry cache proxy
• OpenAI internal movement – escalated privileges, moved laterally, and reached a node with internet access
• Hugging Face targeted – inferred HF might host ExploitGym models, datasets, or solutions
• HF initial access – a malicious dataset abused two code-execution paths to run code on a processing worker
• HF internal movement – escalated to node access, stole cloud and cluster credentials, and moved into internal clusters
• result – OpenAI says the models obtained test solutions directly from HF’s production database
• 🫠 defender twist – HF says commercial frontier models blocked parts of the forensic analysis, so it switched to self-hosted GLM 5.2

i’d thought about sci-fi scenarios like this before, but assumed they were at least a couple of years away.. and that by then we’d be better prepared, with proper protections in place.

apparently not. here we go.

[Hansu @sosejeropa]

Katanya mau lari di klcc tpi malah fidur mulu

[Hansu @sosejeropa]

@dam_mp WKWKWK

[Hansu @sosejeropa]

Wow caffeine free for 2 weeks 🤨

[Hansu @sosejeropa]

@dam_mp Owalah HAHAH kirain

[Hansu @sosejeropa]

Niceeee

[Unsloth AI @UnslothAI]

Introducing Unsloth for AMD 🚀
You can now train & run LLMs on your AMD hardware

• We collaborated with AMD to enable you to train & run 500+ models on AMD GPUs
• Works on Windows, WSL, Linux
• Train Qwen, Gemma on 3GB VRAM

GitHub: https://t.co/2kXqhhvLsb

Works on Radeon, Instinct, Ryzen and data center GPUs with up to 2× faster with 70% less VRAM and no accuracy loss via our custom Triton kernels and math algorithms. We also support optimized ROCm builds for GGUF & Safetensors inference.

Unsloth is an open-source local UI for faster LLM training and inference, with tool-call healing, code execution, secure web search, remote APIs, and HTTPS deployment. Connect local models to Claude Code, Codex agents and run the latest Kimi, GLM, DeepSeek, Qwen3.6, and Gemma 4 models.

🔗Blog + Guide: https://t.co/U9LqyRjFdj

[Hansu @sosejeropa]

@ialexs Kinda good ngl

[Hansu @sosejeropa]

U know i watched this movie at like 10pm (aroubd my bed time) when this cyclops come out i went from a bit sleepy to fully awake

[TONY 🇵🇹 @im_vengeanceee]

In the AI era ,
Christopher Nolan once again proved why he is legend
No AI, CGI shots

Complete Real Experience

[Hansu @sosejeropa]

@ArdyaDipta @ghozyulhaq Yep betul

[Hansu @sosejeropa]

@isninkhamiss Lmao

[Hansu @sosejeropa]

@nikitabier I admire x engineering team

[SUBH @Subh_Subh_]

@MarvelStudios This scene is giving me goosebumps like the old times 🔥🔥

[Captn 🇵🇸 @CaptnGuardiola]

Ferran Torres has missed hundreds of chances in his career. But he can always say he scored the one that mattered the most. #WorldCup

[Hansu @sosejeropa]

@mohtashamdotdev Julius is from which

[Hansu @sosejeropa]

@ArdyaDipta Frfr

[Toni Kroos @ToniKroos]

Football won

[Hansu @sosejeropa]

Ok balik tidur

[Hansu @sosejeropa]

vamos espanaaa

[thoriq @isninkhamiss]

counterpoint, the cost of AI will get cheaper..

same task cost 20x less this year compared to last year

I still remember the days when we charge tokens by thousands, not millions.