Predictive validity in drug discovery: what it is, why it matters and how to improve it

JW Scannell, J Bosley, JA Hickman… - Nature Reviews Drug …, 2022 - nature.com
Successful drug discovery is like finding oases of safety and efficacy in chemical and
biological deserts. Screens in disease models, and other decision tools used in drug …

The past and future of economic growth: A semi-endogenous perspective

CI Jones - Annual Review of Economics, 2022 - annualreviews.org
The nonrivalry of ideas gives rise to increasing returns, a fact celebrated in Paul Romer's
recent Nobel Prize. An implication is that the long-run rate of economic growth is the product …

Papers and patents are becoming less disruptive over time

M Park, E Leahey, RJ Funk - Nature, 2023 - nature.com
Theories of scientific and technological change view discovery and invention as
endogenous processes,, wherein previous accumulated knowledge enables future progress …

Augmenting human innovation teams with artificial intelligence: Exploring transformer‐based language models

SG Bouschery, V Blazevic… - Journal of product …, 2023 - Wiley Online Library
The use of transformer‐based language models in artificial intelligence (AI) has increased
adoption in various industries and led to significant productivity advancements in business …

Can large language models provide useful feedback on research papers? A large-scale empirical analysis

W Liang, Y Zhang, H Cao, B Wang, DY Ding, X Yang… - NEJM AI, 2024 - ai.nejm.org
Background Expert feedback lays the foundation of rigorous research. However, the rapid
growth of scholarly production challenges the conventional scientific feedback mechanisms …

[BOEK][B] Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity| Winners of the 2024 Nobel Prize for Economics

S Johnson, D Acemoglu - 2023 - books.google.com
WINNERS OF THE 2024 NOBEL PRIZE FOR ECONOMICS LONGLISTED FOR THE
BAILLIE GIFFORD PRIZE LONGLISTED FOR THE FINANCIAL TIMES AND SCHRODERS …

Slowed canonical progress in large fields of science

JSG Chu, JA Evans - Proceedings of the National Academy of Sciences, 2021 - pnas.org
In many academic fields, the number of papers published each year has increased
significantly over time. Policy measures aim to increase the quantity of scientists, research …

De-globalisation? Global value chains in the post-COVID-19 age

P Antràs - 2020 - nber.org
This paper evaluates the extent to which the world economy has entered a phase of
deglobalisation, and it offers some speculative thoughts on the future of global value chains …

[HTML][HTML] Artificial intelligence and firm-level productivity

D Czarnitzki, GP Fernández, C Rammer - Journal of Economic Behavior & …, 2023 - Elsevier
Artificial Intelligence (AI) is often regarded as the next general-purpose technology with a
rapid, penetrating, and far-reaching use over a broad number of industrial sectors. The main …

Autonomous experimentation systems for materials development: A community perspective

E Stach, B DeCost, AG Kusne, J Hattrick-Simpers… - Matter, 2021 - cell.com
Solutions to many of the world's problems depend upon materials research and
development. However, advanced materials can take decades to discover and decades …