SynPref-40M and Skywork-Reward-V2: Scalable Human-AI Alignment for State-of-the-Art Reward Models
Source: MarkTechPost Understanding Limitations of Current Reward Models Although reward models play a crucial role in Reinforcement Learning...
New AI Method From Meta and NYU Boosts LLM Alignment Using Semi-Online Reinforcement Learning
Source: MarkTechPost Optimizing LLMs for Human Alignment Using Reinforcement Learning Large language models often require a further alignment...
What Is Context Engineering in AI? Techniques, Use Cases, and Why It Matters
Source: MarkTechPost Introduction: What is Context Engineering? Context engineering refers to the discipline of designing, organizing, and manipulating...
Chai Discovery Team Releases Chai-2: AI Model Achieves 16% Hit Rate in De Novo Antibody Design
Source: MarkTechPost TLDR: Chai Discovery Team introduces Chai-2, a multimodal AI model that enables zero-shot de novo antibody...
AbstRaL: Teaching LLMs Abstract Reasoning via Reinforcement to Boost Robustness on GSM Benchmarks
Source: MarkTechPost Recent research indicates that LLMs, particularly smaller ones, frequently struggle with robust reasoning. They tend to...
Can We Improve Llama 3’s Reasoning Through Post-Training Alone? ASTRO Shows +16% to +20% Benchmark Gains
Source: MarkTechPost Improving the reasoning capabilities of large language models (LLMs) without architectural changes is a core challenge...
Crome: Google DeepMind’s Causal Framework for Robust Reward Modeling in LLM Alignment
Source: MarkTechPost Reward models are fundamental components for aligning LLMs with human feedback, yet they face the challenge...
Thought Anchors: A Machine Learning Framework for Identifying and Measuring Key Reasoning Steps in Large Language Models with Precision
Source: MarkTechPost Understanding the Limits of Current Interpretability Tools in LLMs AI models, such as DeepSeek and GPT...
DeepSeek R1T2 Chimera: 200% Faster Than R1-0528 With Improved Reasoning and Compact Output
Source: MarkTechPost TNG Technology Consulting has unveiled DeepSeek-TNG R1T2 Chimera, a new Assembly-of-Experts (AoE) model that blends intelligence...
Shanghai Jiao Tong Researchers Propose OctoThinker for Reinforcement Learning-Scalable LLM Development
Source: MarkTechPost Introduction: Reinforcement Learning Progress through Chain-of-Thought Prompting LLMs have shown excellent progress in complex reasoning tasks...