TikTok Researchers Introduce SWE-Perf: The First Benchmark for Repository-Level Code Performance Optimization
Source: MarkTechPost Introduction As large language models (LLMs) advance in software engineering tasks—ranging from code generation to bug...
Allen Institute for AI-Ai2 Unveils AutoDS: A Bayesian Surprise-Driven Engine for Open-Ended Scientific Discovery
Source: MarkTechPost The Allen Institute for Artificial Intelligence (AI2) has introduced AutoDS (Autonomous Discovery via Surprisal), a groundbreaking...
Building a Smart Python-to-R Code Converter with Gemini AI-Powered Validation and Feedback
Source: MarkTechPost In this tutorial, we delve into the creation of an intelligent Python-to-R code converter that integrates...
MIRIX: A Modular Multi-Agent Memory System for Enhanced Long-Term Reasoning and Personalization in LLM-Based Agents
Source: MarkTechPost Recent developments in LLM agents have largely focused on enhancing capabilities in complex task execution. However,...
Can LLM Reward Models Be Trusted? Master-RM Exposes and Fixes Their Weaknesses
Source: MarkTechPost Generative reward models, where large language models (LLMs) serve as evaluators, are gaining prominence in reinforcement...
Model Context Protocol (MCP) for Enterprises: Secure Integration with AWS, Azure, and Google Cloud- 2025 Update
Source: MarkTechPost Table of contents 1. MCP Overview & Ecosystem 2. AWS: MCP at Cloud Scale 3. Microsoft...
NVIDIA AI Releases OpenReasoning-Nemotron: A Suite of Reasoning-Enhanced LLMs Distilled from DeepSeek R1 0528
Source: MarkTechPost NVIDIA AI has introduced OpenReasoning-Nemotron, a family of large language models (LLMs) designed to excel in...
Maybe Physics-Based AI Is the Right Approach: Revisiting the Foundations of Intelligence
Source: MarkTechPost Over the past decade, deep learning has revolutionized artificial intelligence, driving breakthroughs in image recognition, language...
Building a Modern Async Configuration Management System with Type Safety and Hot Reloading
Source: MarkTechPost In this tutorial, we guide you through the design and functionality of AsyncConfig, a modern, async-first...
Deep Research Agents: A Systematic Roadmap for LLM-Based Autonomous Research Systems
Source: MarkTechPost A team of researchers from University of Liverpool, Huawei Noah’s Ark Lab, University of Oxford and...