Aug 14, 2025 · R&D Management

How to Generate Creative Hypotheses: 4 Proven Thinking Techniques

This article explains why creative ideas matter and introduces four practical methods—reverse thinking, analogy reasoning, random hypothesis, and hypothesis reversal—to help individuals and teams formulate innovative assumptions that drive problem solving and breakthrough solutions.

analogy reasoningcreative thinkinghypothesis generation

0 likes · 10 min read

How to Generate Creative Hypotheses: 4 Proven Thinking Techniques

DataFunSummit

Sep 10, 2024 · Artificial Intelligence

Automated Social Science with Large Language Models: Framework, Experiments, and Future Outlook

This article presents a comprehensive overview of using large language models to automate the full pipeline of social‑science research—from hypothesis generation and agent construction to experiment execution, data collection, and model estimation—illustrated with a simulated auction study and a discussion of future directions.

agent-based experimentsautomated social sciencecausal inference

0 likes · 8 min read