Juan Mateos-Garcia
@jmateosgarcia.bsky.social
Impact data analyst at Google DeepMind. Interested in AI, economics, complexity, metascience, research methods, science-fiction.
Pinned
AI for science could be more impactful than chatbots. It is already helping win Nobel prizes and accelerating drug development and materials discovery.
Today we published an essay about it: why it matters, how it’s happening and its implications. Here is a summary from an econ / social sci lens.
Today we published an essay about it: why it matters, how it’s happening and its implications. Here is a summary from an econ / social sci lens.
Reposted by Juan Mateos-Garcia
"Artificial Intelligence and the Labor Market"
Nice analysis of LinkedIn data to estimate the impact of AI on jobs between 2010 and 2023.
It illustrates the complexity of AI economic impacts: what exposure taketh away, complementarities and productivity giveth.
www.menakahampole.com
Nice analysis of LinkedIn data to estimate the impact of AI on jobs between 2010 and 2023.
It illustrates the complexity of AI economic impacts: what exposure taketh away, complementarities and productivity giveth.
www.menakahampole.com
February 26, 2025 at 12:09 PM
"Artificial Intelligence and the Labor Market"
Nice analysis of LinkedIn data to estimate the impact of AI on jobs between 2010 and 2023.
It illustrates the complexity of AI economic impacts: what exposure taketh away, complementarities and productivity giveth.
www.menakahampole.com
Nice analysis of LinkedIn data to estimate the impact of AI on jobs between 2010 and 2023.
It illustrates the complexity of AI economic impacts: what exposure taketh away, complementarities and productivity giveth.
www.menakahampole.com
"Artificial Intelligence and the Labor Market"
Nice analysis of LinkedIn data to estimate the impact of AI on jobs between 2010 and 2023.
It illustrates the complexity of AI economic impacts: what exposure taketh away, complementarities and productivity giveth.
www.menakahampole.com
Nice analysis of LinkedIn data to estimate the impact of AI on jobs between 2010 and 2023.
It illustrates the complexity of AI economic impacts: what exposure taketh away, complementarities and productivity giveth.
www.menakahampole.com
February 26, 2025 at 12:09 PM
"Artificial Intelligence and the Labor Market"
Nice analysis of LinkedIn data to estimate the impact of AI on jobs between 2010 and 2023.
It illustrates the complexity of AI economic impacts: what exposure taketh away, complementarities and productivity giveth.
www.menakahampole.com
Nice analysis of LinkedIn data to estimate the impact of AI on jobs between 2010 and 2023.
It illustrates the complexity of AI economic impacts: what exposure taketh away, complementarities and productivity giveth.
www.menakahampole.com
Metascience and AI postdoctoral fellowship
Cool @sloanfoundation.bsky.social opportunity for anyone interested in studying AI x science adoption and impact. It is also very aligned with the evidence and experimentation recommendation in our recent essay!
sloan.org/programs/dig...
Cool @sloanfoundation.bsky.social opportunity for anyone interested in studying AI x science adoption and impact. It is also very aligned with the evidence and experimentation recommendation in our recent essay!
sloan.org/programs/dig...
February 14, 2025 at 1:46 PM
Metascience and AI postdoctoral fellowship
Cool @sloanfoundation.bsky.social opportunity for anyone interested in studying AI x science adoption and impact. It is also very aligned with the evidence and experimentation recommendation in our recent essay!
sloan.org/programs/dig...
Cool @sloanfoundation.bsky.social opportunity for anyone interested in studying AI x science adoption and impact. It is also very aligned with the evidence and experimentation recommendation in our recent essay!
sloan.org/programs/dig...
Reposted by Juan Mateos-Garcia
Intl Conf on the Science of Science & Innovation abstracts open! 👇👇👇
📣 Call for abstracts at #ICSSI2025! #CFP
📥 Submit here: www.icssi.org/guidelines
⏳ Deadline: March 14th
On any topic relevant to #SciSci #Innovation #ScienceofScience #Metascience #STS
📥 Submit here: www.icssi.org/guidelines
⏳ Deadline: March 14th
On any topic relevant to #SciSci #Innovation #ScienceofScience #Metascience #STS
February 13, 2025 at 1:25 PM
Intl Conf on the Science of Science & Innovation abstracts open! 👇👇👇
Reposted by Juan Mateos-Garcia
📢 𝗡𝗲𝘄 𝗽𝗮𝗽𝗲𝗿 alert! We document how 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗶𝘀 𝗿𝗲𝘀𝗵𝗮𝗽𝗶𝗻𝗴 𝗱𝗲𝗺𝗮𝗻𝗱 𝗳𝗼𝗿 𝗳𝗿𝗲𝗲𝗹𝗮𝗻𝗰𝗲𝗿 𝘀𝗸𝗶𝗹𝗹𝘀. 💼 💻
📊 We analysed 𝟯𝗠+ 𝗷𝗼𝗯 𝗽𝗼𝘀𝘁𝘀, used embeddings to cluster them into 𝟭𝟬𝟬+ 𝗳𝗶𝗻𝗲-𝗴𝗿𝗮𝗶𝗻𝗲𝗱 𝘀𝗸𝗶𝗹𝗹𝘀, and LLMs to classify them as s𝘂𝗯𝘀𝘁𝗶𝘁𝘂𝘁𝗮𝗯𝗹𝗲, 𝗰𝗼𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁𝗮𝗿𝘆, or 𝘂𝗻𝗮𝗳𝗳𝗲𝗰𝘁𝗲𝗱.
📊 We analysed 𝟯𝗠+ 𝗷𝗼𝗯 𝗽𝗼𝘀𝘁𝘀, used embeddings to cluster them into 𝟭𝟬𝟬+ 𝗳𝗶𝗻𝗲-𝗴𝗿𝗮𝗶𝗻𝗲𝗱 𝘀𝗸𝗶𝗹𝗹𝘀, and LLMs to classify them as s𝘂𝗯𝘀𝘁𝗶𝘁𝘂𝘁𝗮𝗯𝗹𝗲, 𝗰𝗼𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁𝗮𝗿𝘆, or 𝘂𝗻𝗮𝗳𝗳𝗲𝗰𝘁𝗲𝗱.
January 29, 2025 at 11:59 AM
📢 𝗡𝗲𝘄 𝗽𝗮𝗽𝗲𝗿 alert! We document how 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗶𝘀 𝗿𝗲𝘀𝗵𝗮𝗽𝗶𝗻𝗴 𝗱𝗲𝗺𝗮𝗻𝗱 𝗳𝗼𝗿 𝗳𝗿𝗲𝗲𝗹𝗮𝗻𝗰𝗲𝗿 𝘀𝗸𝗶𝗹𝗹𝘀. 💼 💻
📊 We analysed 𝟯𝗠+ 𝗷𝗼𝗯 𝗽𝗼𝘀𝘁𝘀, used embeddings to cluster them into 𝟭𝟬𝟬+ 𝗳𝗶𝗻𝗲-𝗴𝗿𝗮𝗶𝗻𝗲𝗱 𝘀𝗸𝗶𝗹𝗹𝘀, and LLMs to classify them as s𝘂𝗯𝘀𝘁𝗶𝘁𝘂𝘁𝗮𝗯𝗹𝗲, 𝗰𝗼𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁𝗮𝗿𝘆, or 𝘂𝗻𝗮𝗳𝗳𝗲𝗰𝘁𝗲𝗱.
📊 We analysed 𝟯𝗠+ 𝗷𝗼𝗯 𝗽𝗼𝘀𝘁𝘀, used embeddings to cluster them into 𝟭𝟬𝟬+ 𝗳𝗶𝗻𝗲-𝗴𝗿𝗮𝗶𝗻𝗲𝗱 𝘀𝗸𝗶𝗹𝗹𝘀, and LLMs to classify them as s𝘂𝗯𝘀𝘁𝗶𝘁𝘂𝘁𝗮𝗯𝗹𝗲, 𝗰𝗼𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁𝗮𝗿𝘆, or 𝘂𝗻𝗮𝗳𝗳𝗲𝗰𝘁𝗲𝗱.
"Antivenom Renaissance"
Nice illustration of how AI can accelerate science by helping find needles in different types of haystacks.
1. AI is being used to design proteins that neutralise venoms. The haystack is the space of all possible protein designs.
blog.asimov.com/p/antivenom-...
Nice illustration of how AI can accelerate science by helping find needles in different types of haystacks.
1. AI is being used to design proteins that neutralise venoms. The haystack is the space of all possible protein designs.
blog.asimov.com/p/antivenom-...
January 30, 2025 at 7:45 AM
"Antivenom Renaissance"
Nice illustration of how AI can accelerate science by helping find needles in different types of haystacks.
1. AI is being used to design proteins that neutralise venoms. The haystack is the space of all possible protein designs.
blog.asimov.com/p/antivenom-...
Nice illustration of how AI can accelerate science by helping find needles in different types of haystacks.
1. AI is being used to design proteins that neutralise venoms. The haystack is the space of all possible protein designs.
blog.asimov.com/p/antivenom-...
Reposted by Juan Mateos-Garcia
Hi Everyone!
We're hosting our Wharton AI and the Future of Work Conference on 5/21-22. Last year was a great event with some of the top papers on AI and work.
Paper submission deadline is 3/3. Come join us! Submit papers here: forms.gle/ozJ5xEaktXDE...
We're hosting our Wharton AI and the Future of Work Conference on 5/21-22. Last year was a great event with some of the top papers on AI and work.
Paper submission deadline is 3/3. Come join us! Submit papers here: forms.gle/ozJ5xEaktXDE...
forms.gle
January 29, 2025 at 6:46 PM
Hi Everyone!
We're hosting our Wharton AI and the Future of Work Conference on 5/21-22. Last year was a great event with some of the top papers on AI and work.
Paper submission deadline is 3/3. Come join us! Submit papers here: forms.gle/ozJ5xEaktXDE...
We're hosting our Wharton AI and the Future of Work Conference on 5/21-22. Last year was a great event with some of the top papers on AI and work.
Paper submission deadline is 3/3. Come join us! Submit papers here: forms.gle/ozJ5xEaktXDE...
Could much of the recent drama about DeepSeek be rooted on flawed causal thinking i.e. neglecting the counterfactual? Dario Amodei makes a compelling case here.
darioamodei.com/on-deepseek-...
darioamodei.com/on-deepseek-...
January 29, 2025 at 6:53 PM
Could much of the recent drama about DeepSeek be rooted on flawed causal thinking i.e. neglecting the counterfactual? Dario Amodei makes a compelling case here.
darioamodei.com/on-deepseek-...
darioamodei.com/on-deepseek-...
Reposted by Juan Mateos-Garcia
"Employment dynamics in a rapid decarbonization of the US power sector"
Cool complexity economics analysis of a scenario that sadly looks a bit sci-fi in the current political circumstances. It would be interesting to study labour market impacts of AI with this approach.
Cool complexity economics analysis of a scenario that sadly looks a bit sci-fi in the current political circumstances. It would be interesting to study labour market impacts of AI with this approach.
January 29, 2025 at 9:39 AM
"Employment dynamics in a rapid decarbonization of the US power sector"
Cool complexity economics analysis of a scenario that sadly looks a bit sci-fi in the current political circumstances. It would be interesting to study labour market impacts of AI with this approach.
Cool complexity economics analysis of a scenario that sadly looks a bit sci-fi in the current political circumstances. It would be interesting to study labour market impacts of AI with this approach.
"Employment dynamics in a rapid decarbonization of the US power sector"
Cool complexity economics analysis of a scenario that sadly looks a bit sci-fi in the current political circumstances. It would be interesting to study labour market impacts of AI with this approach.
Cool complexity economics analysis of a scenario that sadly looks a bit sci-fi in the current political circumstances. It would be interesting to study labour market impacts of AI with this approach.
January 29, 2025 at 9:39 AM
"Employment dynamics in a rapid decarbonization of the US power sector"
Cool complexity economics analysis of a scenario that sadly looks a bit sci-fi in the current political circumstances. It would be interesting to study labour market impacts of AI with this approach.
Cool complexity economics analysis of a scenario that sadly looks a bit sci-fi in the current political circumstances. It would be interesting to study labour market impacts of AI with this approach.
Reposted by Juan Mateos-Garcia
Hello #EconSky, a simple question but one where I have not yet found the answer. What should I read to get a quantitative empirical understanding of the contemporary relationship, both size and timing, between scientific discovery and productivity growth?
January 27, 2025 at 6:43 PM
Hello #EconSky, a simple question but one where I have not yet found the answer. What should I read to get a quantitative empirical understanding of the contemporary relationship, both size and timing, between scientific discovery and productivity growth?
Reposted by Juan Mateos-Garcia
"Suspense and surprise in technological innovation"
Neat analysis of the link between expectations and outcomes in technological evolution.
Neat analysis of the link between expectations and outcomes in technological evolution.
January 27, 2025 at 7:49 AM
"Suspense and surprise in technological innovation"
Neat analysis of the link between expectations and outcomes in technological evolution.
Neat analysis of the link between expectations and outcomes in technological evolution.
"Suspense and surprise in technological innovation"
Neat analysis of the link between expectations and outcomes in technological evolution.
Neat analysis of the link between expectations and outcomes in technological evolution.
January 27, 2025 at 7:49 AM
"Suspense and surprise in technological innovation"
Neat analysis of the link between expectations and outcomes in technological evolution.
Neat analysis of the link between expectations and outcomes in technological evolution.
Charles Dickens on Victorian UBI (from Bleak House
January 25, 2025 at 9:39 AM
Charles Dickens on Victorian UBI (from Bleak House
Reposted by Juan Mateos-Garcia
"How technoscientific knowledge advances"
The genesis of TS revolutions was one of the best innovation books in recent years. In this new essay, the authors summarise and expand its ideas.
The genesis of TS revolutions was one of the best innovation books in recent years. In this new essay, the authors summarise and expand its ideas.
January 24, 2025 at 7:44 AM
"How technoscientific knowledge advances"
The genesis of TS revolutions was one of the best innovation books in recent years. In this new essay, the authors summarise and expand its ideas.
The genesis of TS revolutions was one of the best innovation books in recent years. In this new essay, the authors summarise and expand its ideas.
"How technoscientific knowledge advances"
The genesis of TS revolutions was one of the best innovation books in recent years. In this new essay, the authors summarise and expand its ideas.
The genesis of TS revolutions was one of the best innovation books in recent years. In this new essay, the authors summarise and expand its ideas.
January 24, 2025 at 7:44 AM
"How technoscientific knowledge advances"
The genesis of TS revolutions was one of the best innovation books in recent years. In this new essay, the authors summarise and expand its ideas.
The genesis of TS revolutions was one of the best innovation books in recent years. In this new essay, the authors summarise and expand its ideas.
Harnessing AI to Tackle Antimicrobial Resistance.
Systematic assessment of the AI x AMR innovation system by the Fleming Initiative and Google DeepMind colleagues. We need more assessments like this in other areas of AI x science / social impact!
www.imperial.ac.uk/Stories/harn...
Systematic assessment of the AI x AMR innovation system by the Fleming Initiative and Google DeepMind colleagues. We need more assessments like this in other areas of AI x science / social impact!
www.imperial.ac.uk/Stories/harn...
Harnessing Artificial Intelligence to Tackle Antimicrobial Resistance
Antimicrobial resistance (AMR) is one of the most significant threats to global health security.
The decade ahead will be critical in developing the necessary resilience to prevent and mitigate the b...
www.imperial.ac.uk
January 17, 2025 at 9:22 AM
Harnessing AI to Tackle Antimicrobial Resistance.
Systematic assessment of the AI x AMR innovation system by the Fleming Initiative and Google DeepMind colleagues. We need more assessments like this in other areas of AI x science / social impact!
www.imperial.ac.uk/Stories/harn...
Systematic assessment of the AI x AMR innovation system by the Fleming Initiative and Google DeepMind colleagues. We need more assessments like this in other areas of AI x science / social impact!
www.imperial.ac.uk/Stories/harn...
I am enjoying the Justified Posterior podcast, where
Seth Benzell and Andrey Fradkin discuss economics of AI papers. They weren't that impressed with Acemoglu's macroeconomics of AI paper.
podcasts.apple.com/gb/podcast/j...
Seth Benzell and Andrey Fradkin discuss economics of AI papers. They weren't that impressed with Acemoglu's macroeconomics of AI paper.
podcasts.apple.com/gb/podcast/j...
Justified Posteriors
Business Podcast · 3 Episodes · Updated fortnightly
podcasts.apple.com
January 14, 2025 at 3:59 PM
I am enjoying the Justified Posterior podcast, where
Seth Benzell and Andrey Fradkin discuss economics of AI papers. They weren't that impressed with Acemoglu's macroeconomics of AI paper.
podcasts.apple.com/gb/podcast/j...
Seth Benzell and Andrey Fradkin discuss economics of AI papers. They weren't that impressed with Acemoglu's macroeconomics of AI paper.
podcasts.apple.com/gb/podcast/j...
Christmas reading/re-reading ambitions.
December 20, 2024 at 5:11 PM
Christmas reading/re-reading ambitions.
AI is going to transform how I engage with theoretical economics papers.
December 19, 2024 at 8:16 AM
AI is going to transform how I engage with theoretical economics papers.
Reposted by Juan Mateos-Garcia
Clio: Privacy-preserving insights into Real-World AI use.
Anthropic have developed a pipeline to cluster and visualise Claude user conversations. This is informing trust and safety efforts and creating evidence about AI real-world adoption. Very cool!
assets.anthropic.com/m/7e1ab885d1...
Anthropic have developed a pipeline to cluster and visualise Claude user conversations. This is informing trust and safety efforts and creating evidence about AI real-world adoption. Very cool!
assets.anthropic.com/m/7e1ab885d1...
December 17, 2024 at 7:49 AM
Clio: Privacy-preserving insights into Real-World AI use.
Anthropic have developed a pipeline to cluster and visualise Claude user conversations. This is informing trust and safety efforts and creating evidence about AI real-world adoption. Very cool!
assets.anthropic.com/m/7e1ab885d1...
Anthropic have developed a pipeline to cluster and visualise Claude user conversations. This is informing trust and safety efforts and creating evidence about AI real-world adoption. Very cool!
assets.anthropic.com/m/7e1ab885d1...
Clio: Privacy-preserving insights into Real-World AI use.
Anthropic have developed a pipeline to cluster and visualise Claude user conversations. This is informing trust and safety efforts and creating evidence about AI real-world adoption. Very cool!
assets.anthropic.com/m/7e1ab885d1...
Anthropic have developed a pipeline to cluster and visualise Claude user conversations. This is informing trust and safety efforts and creating evidence about AI real-world adoption. Very cool!
assets.anthropic.com/m/7e1ab885d1...
December 17, 2024 at 7:49 AM
Clio: Privacy-preserving insights into Real-World AI use.
Anthropic have developed a pipeline to cluster and visualise Claude user conversations. This is informing trust and safety efforts and creating evidence about AI real-world adoption. Very cool!
assets.anthropic.com/m/7e1ab885d1...
Anthropic have developed a pipeline to cluster and visualise Claude user conversations. This is informing trust and safety efforts and creating evidence about AI real-world adoption. Very cool!
assets.anthropic.com/m/7e1ab885d1...
Reposted by Juan Mateos-Garcia
The GenCast paper is very cool. I specially loved the analysis of the relative economic value of different weather prediction models. This shows that GenCast could improve efficiency by helping decision-makers prepare for extreme weather events when they need to.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
December 10, 2024 at 10:55 AM
The GenCast paper is very cool. I specially loved the analysis of the relative economic value of different weather prediction models. This shows that GenCast could improve efficiency by helping decision-makers prepare for extreme weather events when they need to.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
The GenCast paper is very cool. I specially loved the analysis of the relative economic value of different weather prediction models. This shows that GenCast could improve efficiency by helping decision-makers prepare for extreme weather events when they need to.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
December 10, 2024 at 10:55 AM
The GenCast paper is very cool. I specially loved the analysis of the relative economic value of different weather prediction models. This shows that GenCast could improve efficiency by helping decision-makers prepare for extreme weather events when they need to.
www.nature.com/articles/s41...
www.nature.com/articles/s41...