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Knowledge System

3 articles · Page 1 of 1
Machine Heart
Machine Heart
Oct 2, 2026 · Artificial Intelligence

AIBuildAI PostTrain Agent: Autonomous LLM Post-Training Agent Tops PostTrainBench

AIBuildAI's open-source PostTrain Agent autonomously designs and executes LLM post-training pipelines—including data curation, algorithm selection, and hyperparameter tuning—achieving 46.6 on PostTrainBench, surpassing all frontier models and agents, nearing human expert performance (51.1) within 10 hours on a single H100.

AIBuildAIAutonomous AI ResearchKnowledge System
0 likes · 27 min read
AIBuildAI PostTrain Agent: Autonomous LLM Post-Training Agent Tops PostTrainBench
Big Data Technology & Architecture
Big Data Technology & Architecture
Mar 10, 2020 · Fundamentals

Establishing Your Own Technical Knowledge System Early

Early in a tech career, building a personal knowledge system—by avoiding over‑focus on details, consolidating frameworks, strengthening backend fundamentals, and visualizing one's skill map—helps engineers make informed design choices, retain learning, and stay competitive, as illustrated through interview preparation insights.

Knowledge Systembackend fundamentalscareer development
0 likes · 5 min read
Establishing Your Own Technical Knowledge System Early
Tongcheng Travel Technology Center
Tongcheng Travel Technology Center
Jan 25, 2018 · Product Management

A Comprehensive Guide to Product Management Knowledge Systems and Practices

This extensive article outlines the essential knowledge system for product managers, covering professional concepts, work philosophy, methods and tools, analysis techniques, documentation standards, project management, data analysis, and product operations, emphasizing continuous learning and systematic thinking to ensure reliable, high‑quality product delivery.

Knowledge Systemanalysis methodsproduct management
0 likes · 22 min read
A Comprehensive Guide to Product Management Knowledge Systems and Practices