Bread Studio

Bread Studio is a team of professional writers and science communicators with 13 years of experience in original storytelling and communicating complex ideas, including published fiction.

We turn expert creative judgment—the reasoning behind what works, what fails, and what should change—into traceable data for language-model post-training, evaluation, and research.

Our work begins with creative writing and science communication, where we document real creative decisions, preserve their context and evidence, and develop them into research previews, evaluation resources, and licensable data products.

Selected work

• CQA: Creative Writing Expert CoT (dataset preview)
• CEA: Cognitive Engagement Alignment (dataset preview)
• WORTH Benchmark: Evidence Discovery under Not-Fully-Cooperative Information
• Calibrated Surprise: An Information-Theoretic Account of Creative Quality

Focus: Creative Writing · Science Communication · Expert Creative Decision Data · Post-Training · Evaluation

Contact: bo@BreadMedia.com — for evaluation packs, data licensing, or research collaboration.