Cameron R. Wolfe, Ph.D.(@cwolferesearch):Great visualization and a nicely-executed idea. Many tools are available for model specialization. A lot of work focuses on harnesses or finetuning separately, but why not use them together? Bullish on efficient recipes for optimizing models in custom / task-specific harnesses!

2026.09.05 11:56

Great visualization and a nicely-executed idea. Many tools are available for model specialization. A lot of work focuses on harnesses or finetuning separately, but why not use them together? Bullish on efficient recipes for optimizing models in custom / task-specific harnesses!

Yoonho Lee@yoonholeee

2026.09.03 16:55

Harness optimization is sample-efficient but plateaus. What should you do if you can afford to update the model too? Introducing WHALE: a simple recipe for jointly optimizing an LLM's weights and harness. Blog: Paper:

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