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Scaling Reinforcement Learning Beyond Math: Researchers from NVIDIA AI and CMU Propose Nemotron-CrossThink for Multi-Domain Reasoning with Verifiable Reward Modeling
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Large Language Models (LLMs) have demonstrated remarkable reasoning capabilities across diverse tasks, with Reinforcement Learning (RL) ...

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How the Model Context Protocol (MCP) Standardizes, Simplifies, and Future-Proofs AI Agent Tool Calling Across Models for Scalable, Secure, Interoperable Workflows Traditional Approaches to AI–Tool Integration
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Before MCP, LLMs relied on ad-hoc, model-specific integrations to access external tools. Approaches like ReAct interleave chain-of-thought ...

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IBM AI Releases Granite 4.0 Tiny Preview: A Compact Open-Language Model Optimized for Long-Context and Instruction Tasks
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IBM has introduced a preview of Granite 4.0 Tiny, the smallest member of its upcoming Granite 4.0 family of language models. Released under ...

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Meta AI Releases Llama Prompt Ops: A Python Toolkit for Prompt Optimization on Llama Models
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Meta AI has released Llama Prompt Ops, a Python package designed to streamline the process of adapting prompts for Llama models. This ...

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Oversight at Scale Isn’t Guaranteed: MIT Researchers Quantify the Fragility of Nested AI Supervision with New Elo-Based Framework
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Frontier AI companies show advancement toward artificial general intelligence (AGI), creating a need for techniques to ensure these powerful ...

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LLMs Can Now Reason in Parallel: UC Berkeley and UCSF Researchers Introduce Adaptive Parallel Reasoning to Scale Inference Efficiently Without Exceeding Context Windows
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Large language models (LLMs) have made significant strides in reasoning capabilities, exemplified by breakthrough systems like OpenAI o1 and ...

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Reasoning Models Know When They’re Right: NYU Researchers Introduce a Hidden-State Probe That Enables Efficient Self-Verification and Reduces Token Usage by 24%
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Artificial intelligence systems have made significant strides in simulating human-style reasoning, particularly mathematics and logic. These ...

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Salesforce AI Released APIGen-MT and xLAM-2-fc-r Model Series: Advancing Multi-Turn Agent Training with Verified Data Pipelines and Scalable LLM Architectures
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AI agents quickly become core components in handling complex human interactions, particularly in business environments where conversations ...

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This AI Paper Introduces an LLM+FOON Framework: A Graph-Validated Approach for Robotic Cooking Task Planning from Video Instructions
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Robots are increasingly being developed for home environments, specifically to enable them to perform daily activities like cooking. These ...

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RARE (Retrieval-Augmented Reasoning Modeling): A Scalable AI Framework for Domain-Specific Reasoning in Lightweight Language Models
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LLMs have demonstrated strong general-purpose performance across various tasks, including mathematical reasoning and automation. However, they ...

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