Groundtruth Dynamic Benchmarking (Geology Edition) v1.0.0 Is Live
Groundtruth Dynamic Benchmarking v1.0.0: a pipeline that builds benchmark questions and rubrics for any corpus, with a runnable geology example.
All
AI 69
Geology 26
Benchmarking 24
Machine Learning 16
Evaluation 12
Agentic AI 10
Open Source 9
Reinforcement Learning 5
China 4
Complexity Theory 3
Benchmarking
Ground Truth: Dynamic Benchmarking in Highly Specific Fields
Explore dynamic benchmarking in highly specific fields to measure knowledge acquisition, evaluate fine-tuned models, and benchmark models on custom corpora.
Dynamic Benchmarking: How We Did It
Fine-tuned model evaluation that separates learned geology from memorised training data: how we built the benchmark, and the five problems we hit.
Survival is the Only Reward: The Observer Effect in AI Benchmarking
How benchmarking a self-improving agent breaks down when its reward is an emergent property of a changing world: four assumptions that stopped holding.