RewardHarness is a training-free, self-evolving agentic framework that reframes reward modeling as context evolution, aligning generative outputs with human preferences from as few as 100 demonstrations. For…

#RewardHarness #RLHF #PromptEngineering #GenerativeAI
https://arxiv.org/abs/2605.08703

Fed-GRPO proposes a federated extension of Group Relative Policy Optimization for LLM fine-tuning, using GRPO's own reward statistics as zero-cost signals to drive aggregation, local training, and communication.…

#FederatedLearning #LLM #RLHF #PrivacyPreservingML
https://arxiv.org/abs/2610.11502

Lumen Anchor Protocol: ¿frena la sycophancy en IA?

¿Un prompt de 13 reglas frena la sycophancy en IA? El LAP lo afirma con una charla con Gemini. Mirá qué hay detrás y cómo medirlo vos mismo hoy

#sycophancy #rlhf #promptdesistema #gemini #anthropic

La semana en [Blue Chip]. Jueves 1: "Cómo hacemos que un modelo razone (V): aprendizaje por refuerzo con feedback humano (RLHF)" ignaciogavilan.com/como-hacemos... #RLHF #ReinforcementLearning #ReasoningModels #ModelosRazonadores #LRM #LargeReasoningModels #LLM #LargeLanguageModels #IA #AI

Hoy en [Blue Chip]: "Cómo hacemos que un modelo razone (V): aprendizaje por refuerzo con feedback humano (RLHF)" ignaciogavilan.com/como-hacemos... #RLHF #ReinforcementLearning #ReasoningModels #ModelosRazonadores #LRM #LargeReasoningModels #LLM #LargeLanguageModels #IA #AI

[Blue Chip]: "Cómo hacemos que un modelo razone (V): aprendizaje por refuerzo con feedback humano (RLHF)" ignaciogavilan.com/como-hacemos... #RLHF #ReinforcementLearning #ReasoningModels #ModelosRazonadores #LRM #LargeReasoningModels #LLM #LargeLanguageModels #IA #AI

This series covered four documented gaps and five known solutions.

All from public research. All from papers the engineering teams
already know.

The tools to close these gaps largely exist.

The public discussion is catching up.

Keep building. 💪

#SPCResearchSeries #AISafety #AIAlignment #RLHF

💰 $14–$36/HR | SENIOR AI TRAINER

🌍 Remote (NA & Europe) | 🔥 50 openings

Hands-on with AI products? Your expertise could help train next-gen AI systems.

🤖 AI Evaluation • Data Labeling • Prompt Engineering

#AITrainer #AIJobs #RLHF #RemoteJobs #Hiring

🚀 TypeSafe's new Jev AI Model promises 194× faster token generation and 445× cheaper than traditional LLMs. Curious how RLHF and typed decisions power this leap? Dive in for the details! #JevAIModel #TypeSafeAI #RLHF

🔗 aidailypost.com/news/typesaf...

RLHF made AI sound human—and that’s the trap. Jev skips language, returns real probabilities for decisions. Honest about uncertainty, but the burden shifts #AI #RLHF #MachineLearning #TechEthics

https://freegardner.com/synapse/ai-language-models-fail-at-real-decisions.html

Diogo Almeida, co‑creator of ChatGPT, just dropped his new AI venture Jev at TypeSafe. Think smarter decision‑making, RLHF‑tuned chatbots, and next‑gen language models. Curious? Dive in for the full scoop! #ChatGPT #TypeSafe #RLHF

🔗 aidailypost.com/news/chatgpt...