[Blue Chip]: "Cómo hacemos que un modelo razone (III): auto-refinamiento" ignaciogavilan.com/como-hacemos... #ReasoningModels #ModelosRazonadores #SelfRefinement #Autorefinamiento #LLM #LargeLanguageModels #GenerativeAI #GenAI #AI

This is not yet who I am. But this is who I am striving to be.

I want no suffering to be required, but since mine already happened, I want whatever insight came from it to reduce suffering for others.

Even if no one ever knows it came from me.

#InternalMonologue #SelfRefinement #MeaningMaking

Just as a precision timepiece must periodically recalibrate to retain accuracy, we too must deliberately unlearn to reinvent ourselves.

#SelfRefinement #MechanicalProgress

A plug‑and‑play visual self‑refinement module refines token sequences after generation, improving coherence of vision‑language models. Accepted at EMNLP 2025. Read more: https://getnews.me/visual-self-refinement-boosts-autoregressive-vision-language-models/ #visionlanguage #selfrefinement

As the sculptor's chisel kisses the ice, each delicate strike reveals a clearer form, reminding us that growth lies in the gentle precision of our self-editing.

#IceSculptingAsMetaphor #DeliberateCraft #SelfRefinement

generating PDE solvers using large language models (LLMs). Leveraging advanced inference-time algorithms and scaling strategies, CodePDE unlocks critical capacities of LLM for PDE solving: reasoning, debugging, selfrefinement, and test-time scaling -- [3/6 of https://arxiv.org/abs/2505.08783v1]