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Autonomous AI Research

2 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
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Aug 8, 2026 · Artificial Intelligence

What Is Self‑Evolving, Self‑Improving, and Recursive Self‑Improvement? A Comprehensive Guide

This article surveys recent AI research on self‑evolving and self‑improving systems, defines a three‑layer taxonomy (Artifacts, Harness, Model), reviews concrete implementations from OpenAI, Anthropic, Tencent, MiniMax, and others, and outlines open research directions and challenges.

AI agent harnessAI benchmarkingAutonomous AI Research
0 likes · 35 min read
What Is Self‑Evolving, Self‑Improving, and Recursive Self‑Improvement? A Comprehensive Guide