This AI Paper Introduces an LLM+FOON Framework: A Graph-Validated Approach for Robotic Cooking Task Planning from Video Instructions
Source: MarkTechPost Robots are increasingly being developed for home environments, specifically to enable them to perform daily activities...
A Code Implementation to Use Ollama through Google Colab and Building a Local RAG Pipeline on Using DeepSeek-R1 1.5B through Ollama, LangChain, FAISS, and ChromaDB for Q&A
Source: MarkTechPost In this tutorial, we’ll build a fully functional Retrieval-Augmented Generation (RAG) pipeline using open-source tools that...
This AI Paper Introduces Inference-Time Scaling Techniques: Microsoft’s Deep Evaluation of Reasoning Models on Complex Tasks
Source: MarkTechPost Large language models are often praised for their linguistic fluency, but a growing area of focus...
RARE (Retrieval-Augmented Reasoning Modeling): A Scalable AI Framework for Domain-Specific Reasoning in Lightweight Language Models
Source: MarkTechPost LLMs have demonstrated strong general-purpose performance across various tasks, including mathematical reasoning and automation. However, they...
A Step-by-Step Coding Guide to Building a Gemini-Powered AI Startup Pitch Generator Using LiteLLM Framework, Gradio, and FPDF in Google Colab with PDF Export Support
Source: MarkTechPost In this tutorial, we built a powerful and interactive AI application that generates startup pitch ideas...
MMSearch-R1: End-to-End Reinforcement Learning for Active Image Search in LMMs
Source: MarkTechPost Large Multimodal Models (LMMs) have demonstrated remarkable capabilities when trained on extensive visual-text paired data, advancing...
Scalable and Principled Reward Modeling for LLMs: Enhancing Generalist Reward Models RMs with SPCT and Inference-Time Optimization
Source: MarkTechPost Reinforcement Learning RL has become a widely used post-training method for LLMs, enhancing capabilities like human...
Transformer Meets Diffusion: How the Transfusion Architecture Empowers GPT-4o’s Creativity
Source: MarkTechPost OpenAI’s GPT-4o represents a new milestone in multimodal AI: a single model capable of generating fluent...
This AI Paper from Anthropic Introduces Attribution Graphs: A New Interpretability Method to Trace Internal Reasoning in Claude 3.5 Haiku
Source: MarkTechPost While the outputs of large language models (LLMs) appear coherent and useful, the underlying mechanisms guiding...
Anthropic’s Evaluation of Chain-of-Thought Faithfulness: Investigating Hidden Reasoning, Reward Hacks, and the Limitations of Verbal AI Transparency in Reasoning Models
Source: MarkTechPost A key advancement in AI capabilities is the development and use of chain-of-thought (CoT) reasoning, where...