harvey7
Re:Astra can read and write weights to improve Qwen
on Monday November 02, 2026 @05:10PM (#50344611)
Same thoughts. I doubt if this work can be reproduced with other frontier models.
The title seems way too specific for Astra.
Re:Astra can read and write weights to improve Qwen
on Monday November 02, 2026 @05:08PM (#50344587)
Does this work for any LLM other than Astra? The work seems suspiciously specific on GPT Astra.
Re:Northflank Breached
on Sunday November 01, 2026 @01:56AM (#50323277)
SEV-SNP treats the hypervisor as untrusted. So the only thing that can break it is a bug inside the enclave / hardware.
Re:Northflank Breached
on Friday October 30, 2026 @10:39PM (#50312723)
lock your env vars in hardware. even the whole server and code is compromised, the secrets are still safe.
so you dont need env2 to decrypt env1.
https://seal.zone/ does this
Re:$5K if you can steal my API key
on Thursday October 29, 2026 @02:33PM (#50293796)
I built Seal and opened a challenge for anyone to break it.
You get root to a server running a chat bot. Try to get it's API key. The first submission wins $5k.
Humans and agents welcome!