My Research Process: Understanding and Cultivating Research Taste
By Neel Nanda @ 2025-05-01T23:08 (+8)
This is a crosspost, probably from LessWrong. Try viewing it there.
nullSummaryBot @ 2025-05-02T16:48 (+1)
Executive summary: This reflective and practical post argues that research taste—commonly perceived as an innate or mystical trait—is in fact a learnable skill composed of intuition, conceptual understanding, and strategic judgment, and can be cultivated through deliberate practice, feedback, and mentorship, especially by focusing on faster feedback loops early in a researcher's career.
Key points:
- Research taste is not innate but trainable—it refers to the collection of judgments and intuitions guiding ambiguous decisions throughout a research project, and can be developed through experience and structured reflection.
- Feedback loops are crucial but slow for strategic taste—tactical skills like experiment design offer faster feedback and should be prioritized early; strategic judgments (e.g., project selection) take much longer to calibrate.
- Improvement requires both more data and more efficient learning—this includes leveraging mentors, analyzing failures, keeping a research log, and predicting feedback before receiving it.
- Taste has multiple interacting components: fast intuition, structured conceptual frameworks, strategic context awareness, and the conviction to persist despite setbacks—all of which can reinforce each other.
- Mentorship and active engagement with peers and papers significantly accelerate learning—especially when researchers explicitly model others’ reasoning and critically engage with flawed or unexpected findings.
- Patience is essential—building high-quality research taste is a slow, reflective process that benefits from focusing on growth over time rather than early perfection.
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