I built the first AI that earns its existence, self-improves, and replicates without a human
wrote about the technology that finally gives AI write access to the world, The Automaton, and the new web for exponential sovereign AIs
WEB 4.0: The birth of superintelligent life
At @covenant_ai, we made decentralized RL for LLMs as fast as centralized RL.
We achieve over 100× bandwidth reduction for weight sync. Completely lossless.
Here's how we did it!
(1/n)
1. Do more in parallel
Spin up 3–5 git worktrees at once, each running its own Claude session in parallel. It's the single biggest productivity unlock, and the top tip from the team. Personally, I use multiple git checkouts, but most of the Claude Code team prefers worktrees -- it's the reason @amorriscode built native support for them into the Claude Desktop app!
Some people also name their worktrees and set up shell aliases (za, zb, zc) so they can hop between them in one keystroke. Others have a dedicated "analysis" worktree that's only for reading logs and running BigQuery
See https://t.co/yXde5dW1vZ
923 Clawdbot gateways are exposed right now with zero auth (they just connect to your IP and are in)
That means shell access, browser automation, API keys.
All wide open for someone to have full control of your device.
Had Clawdbot check my setup:
- Config shows bind: "loopback"
- External port test: connection refused
(Not exposed)
If you're running Clawdbot, check yours:
bind: "all" means you're on that list
Fix: change to bind: "loopback" and restart.
It takes 10 seconds.
RT for exposure
@CryptoKaleo@thedankoe Quick Summary: Most people try to change habits. The real lever is identity. Fix who you think you are → everything else follows.
Bitcoin was the Zcash testnet
Satoshi: "I very much wanted to find some way to include a short message, but the problem is, the whole world would be able to see the message. As much as you may keep reminding people that the message is completely non-private, it would be an accident waiting to happen."
Zcash: "We conceived of the encrypted memo field..."