Literally take it, I just ordered.
I have been imagining this exact device existing and now it does, yay, thank you!
While i have no "AI" title or work in the respective AI industry, ive spend many years thinking about AI concepts, even long before the whole NN/LLM hype started.
Maybe because of that i was always really annoyed that LLM are called AI because in my years of thinking about how an actual "human like" thinking AI might work, the things an LLM does was far below what my minimum definition was.
But when i stumbled accross the Titans paper, while it still is not an "AI" as i would call it, from my POV its a massive step towarsd the right direction.
Sometimes i consider to write all my ideas/thoughts about AI down in my blog, but than i think nobody would care anyway since im not a known figure shrug - so if not to say "look i wrote it years ago!" theres no actual point in doing so i guess.
However - im looking forward to see titans in action, and i guess it will impress us all.
Had to intervene manually. Thankfully Azure keeps deleted SQL databases recoverable for a window so I got it back in under an hour. Still way too long. Got lucky it was low traffic and most anonymous user flows hit AI APIs directly rather than the DB.
Anyway, AI coding assistants no longer get prod credentials on my projects.
I'm astonished how often I have read about agents doing this. Once should probably be enough.
#!/bin/bash
file="$1"
model=$(sed -n '2p' "$file" | sed 's/^# \*//')
prompt=$(tail -n +3 "$file")
curl -s https://api.anthropic.com/v1/messages \
-H "x-api-key: $ANTHROPIC_API_KEY" \
-H "content-type: application/json" \
-H "anthropic-version: 2023-06-01" \
-d "{
\"model\": \"$model\",
\"max_tokens\": 1024,
\"messages\": [{\"role\": \"user\", \"content\": $(echo "$prompt" | jq -Rs .)}]
}" | jq -r '.content[0].text'
hello.prompt #!/usr/local/bin/promptrun
# claude-sonnet-4-20250514
Write a haiku about terminal commands.
Surely you don't think everything that's happening in Claude Code is purely LLMs running in a loop? There's tons of real code that runs to correctly route commands, enable MCP, etc.
Sandboxes are hard, because computer science.