Twitxy Saved

Aleph Cloud

Verified account This account is verified because it's an official organization on X. Learn more

@aleph_im

Sovereign decentralized cloud.
Chat with us: t.me/alephcloud
🇪🇺 aleph.cloud Joined March 2019
682 Following 39K Followers 3.6K Posts

Latest posts 5

Aleph Cloud Verified account @aleph_im
Your agent holds a wallet key, on a server someone else runs. Can that server's admin take it?

On a normal server, yes: it's sitting in memory. On an Aleph confidential VM, the memory is encrypted, and a rigged VM never gets the key.
0:38
4 replies 7 reposts 27 likes 1.9K views View on X
Aleph Cloud Verified account @aleph_im
This is basically why we built confidential VMs. The host only ever sees encrypted memory, and you check the attestation before your agent gets any keys (or prompts).
Moshe Malawach Verified account @MosheMalawach Oct 12
Back from TOKEN2049. Agents with wallets were everywhere: agents that hold keys, trade and pay on their own.

The question I kept asking: while the agent runs, who can read its key?

Whoever runs the server. Root on the host reads RAM, seed/keys included. Unless the CPU locks the host out, and you can check that it does.
View quoted post on X
1 replies 4 reposts 28 likes 1.9K views View on X
Aleph Cloud Verified account @aleph_im
Your model weights are only as private as the GPU they run on.

aleph-vm 2.1.4 puts the GPU inside the boundary: confidential VMs on AMD SEV-SNP now take NVIDIA cards in CC mode, verified at boot before you unlock anything.
The first one is already live on the network: an H200.
0:26
3 replies 14 reposts 35 likes 2.5K views View on X
Aleph Cloud Verified account @aleph_im
Every hyperscaler grew 37–121% last quarter — funded by ~$1T in capex. Then on Sept 3, ChatGPT, Claude, Grok and Gemini all went down at once.

The Q3 2026 cloud market report, and the decentralized answer: verifiable confidential GPU compute, no trusted operator.