Elle Najt

[Elle Najt @latentfool]

@lumpenspace @AsaCoopStick ... and that undermines the safety implications of CoT uncontrollability.

[Elle Najt @latentfool]

@lumpenspace @AsaCoopStick CoT uncontrollability implies agents can't prevent schemes from appearing in CoT, bc if they cannot do CoT in lowercase they cannot do obfuscated CoT. But they can reason in the response in lower case, and we show that the reasoning can be moved there at low accuracy cost...

[Elle Najt @latentfool]

@AsaCoopStick Improved plot + prompt for this one, showing that GPT-5.4 can reason about the decoy topic and still reason in the response.

[Elle Najt @latentfool]

@GenReasoning Could it just be that this market is already very efficient, and there's no alpha in the data you force the models to use? Is there a (non-overfit) strategy that makes money using the provided data?

[Elle Najt @latentfool]

@xenodium omg congrats! :)

[Elle Najt @latentfool]

@FazlBarez @amang0112358 I'm also confused about the choice to boost refusals in the score, since this makes the correlation between PAC and refusal rate stronger.

[Elle Najt @latentfool]

@FazlBarez @amang0112358 I'm confused about the treatment of refusals and how that is inflating the PAC scores for some models; the .91 rank corr. is striking. Did you try filtering out the refusals or resampling and looking the impact on the PAC score? (Is your data with all responses available on HF? )

[Elle Najt @latentfool]

@docmilanfar remarkable how much simpler the modern proof is -- big win for abstractions like Jensen's + the optimization definition of the median getting identified and into the water supply.

otoh you do lose all these cute bespoke proofs that give nice intuitions

[Elle Najt @latentfool]

A post about the vibes of LLM generated algorave music : https://t.co/xB1685UFDZ

Here's a sample: https://t.co/TAeCRGsZFs

Also: My tooling for vibe-coding vibes with Strudel https://t.co/DNq5YtwFbF ... have fun!

[Alvaro Ramirez @xenodium]

Missing agent-shell when away from your beloved #Emacs? Elle Najt's got you covered.

Chat with agent-shell from any device via #Slack

https://t.co/4q5Il2z68g

#android #iphone #ios #llm #ai #claude #openai #codex #agent #gemini #google

[Elle Najt @latentfool]

@CihanPostsThms Is there a simple proof for C[x,y]?