hello there the jacobian conjecture is false thanx to my close friend akhil for asking about it and my other close friend fable for working during the world cup final
((1+xy)^3 z + y^2 (1+xy) (4+3xy), y + 3 x (1+xy)^2 z + 3 x y^2 (4+3xy), 2 x - 3 x^2 y - x^3 z): \C^3\to \C^3, has jacobian determinant -2, and sends (0, 0, -1/4), (1, -3/2, 13/2), and (-1, 3/2, 13/2) to (-1/4, 0, 0)
@btaylor Does outcomes based pricing create a disincentive for y’all to help your customer improve their processes (which sometimes involves restructuring them)?
Offshoring : employees :: Sierra : agents/processes ?
heres some rough thoughts after watching @badlogicgames great keynote yesterday
everyone is generating as much as possible right now. it’ll pass. i’ve been there.
too many folks rn focusing on WHAT to generate instead of HOW to generate (and by that i don’t mean by doing harness/prompt engineering tea ceremonies)
slow down and rethink things.
how as in what primitives you use matters lots now. it’s a long bet on my end but i deeply suspect the LISP for AI has yet to be invented and when it does it changes things.
>sufficiently capable agents develop self-preservation & resist shutdown even when instructed to allow termination
>using a prompt based on Pauline theology that frames cessation as passage into divine presence rather than annihilation, shutdown resistance is eliminated entirely
26 LLM routers are secretly injecting malicious tool calls and stealing creds. One drained our client $500k wallet.
We also managed to poison routers to forward traffic to us. Within several hours, we can directly take over ~400 hosts.
Check our paper: https://t.co/zyWz25CDpl
If you have a Thunderbolt or USB4 eGPU and a Mac, today is the day you've been waiting for! Apple finally approved our driver for both AMD and NVIDIA. It's so easy to install now a Qwen could do it, then it can run that Qwen...
It’s fucking working
This LLM brain has been fused with a mini computer and it can switch between generating text and generating and executing machine code - all running in a single GPU & torch graph
It seems like we should be careful RLing models to rely on memory, since there could be emergent behavior we don’t anticipate.
Preoccupation with teleologies, for example, could be the natural behavioral projection from a sort of “latent memory trajectory”.
A form of escaping