When Agents Follow Instructions but Still Get It Wrong: The Reliability Gap Between Faithfulness and Groundedness
“If it hurts, do it more frequently, and bring the pain forward.” — Jez Humble
Highly Distinguish pty. ltd.
“If it hurts, do it more frequently, and bring the pain forward.” — Jez Humble
“Cost optimization is the downstream byproduct of a rigorous evaluation system; without evals, down-ranking a mode...
“物有本末,事有终始。知所先后,则近道矣。” —— 《礼记·大学》
“Things have their root and their branches. Affairs have their end and their beginning. To know what is first and ...
“Be the change you wish to see in the world.” — Mahatma Gandhi
“The map is not the territory.” — Alfred Korzybski
Focus on neural network architecture design, model optimization, and large-scale training, covering cutting-edge technologies such as CNN, RNN, and Transformer.
Proficient in CUDA programming, GPU-accelerated computing, and distributed training, optimizing the training and inference performance of deep learning models.
Specialized in NLP research and application development, including text analysis, language models, machine translation, and conversational systems.
End-to-end ML system design, from data preprocessing to model deployment, building scalable AI solutions.