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1
Introduction
2
The Essential Tension
3
Whats Novel
4
Essential Tension
5
Data
6
How Frequent
7
RiskReward
8
Surprisal
9
Citations
10
Investing in Risky Strategies
11
Trying Something New
12
What motivates risktaking
13
Strategies across all articles
14
Prizewinning papers
15
Optimal fraction
16
Risks and rewards
17
What are the emergent consequences
18
The efficiency of the process
19
Relative importance of components
20
Distance Distribution
21
Simplifying Model
22
Scientists Do Novelty
23
Optimal Strategy
24
Experiment Failures
Description:
Explore the factors influencing scientists' research problem choices in this public lecture by James Evans at the Santa Fe Institute. Delve into the "essential tension" between professional productivity demands and innovative risk-taking in biomedical chemistry. Examine complex networks representing scientific knowledge evolution and discover how high-risk behaviors in exploring new chemical relationships are becoming less prevalent. Learn about the potential rewards and challenges of risky research strategies, including their impact on recognition and scientific progress. Investigate the efficiency of typical research strategies compared to alternatives through supercomputer experiments. Gain insights into how publishing experimental failures and investing in diverse discovery paths could significantly enhance the speed of scientific discovery. Understand the implications of current scientific career structures on risk-taking and explore potential improvements to accelerate the pace of innovation in mature scientific fields. Read more

Choosing the Next Experiment - C4 Public Lecture

Santa Fe Institute
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