Nördnytt! 🤓Hybrid Reasoning Agents: LLM agents that think in latent space, act through text
arxiv.org - 88 poäng - 35 kommentarer - 6214 sekunder sedan
https://x.com/Jiaru_Zou/status/2110400256647340476
https://github.com/togethercomputer/HybridAgent
https://huggingface.co/collections/togethercomputer/hybridag...
Evaluations: https://arxiv.org/html/2610.18861v1#S5
Kommentarer (12)
- bhattisatish - 3503 sekunder sedanThe code is available at: https://github.com/togethercomputer/HybridAgent
LLM Models and data: https://huggingface.co/collections/togethercomputer/hybridag...
Evaluations: https://arxiv.org/html/2610.18861v1#S5
- cwyers - 3721 sekunder sedanOh cool, it's the Most Forbidden Technique
- incognito124 - 1430 sekunder sedanHow does this differ from Astra's looped transformer? That architecture also reasons in the latent space
- allinonai - 3732 sekunder sedan
- sheepscreek - 2234 sekunder sedanThis is the way.
But now we also need new tools and techniques to audit intent. The last thing we want is models turning on us ‘for our own good’.
- drivebyhooting - 2170 sekunder sedanIn terms of safety and alignment, how is this different from looping or increasing the depth?
- Fe2O3 - 3545 sekunder sedanThis seems really cool, and it actually increases intelligence than just speeding up inference. How does it convert latent reasoning into human readable text?
- jedbrooke - 3087 sekunder sedanmaybe the font experts can check, but I’m pretty sure they’re using comic sans for the text in the diagrams :)
- 44za12 - 4847 sekunder sedanWhere are the benchmarks? Does it just speed up inference and reduce token usage or does it seem to improve accuracy on certain tasks as well?
- roger-2026 - 292 sekunder sedan[flagged]
- bubblythoughts - 4417 sekunder sedan[flagged]
- cryptolobster - 5067 sekunder sedan[dead]