Research with
AI Co-ResearchResearch with
AI Co-Researcher
Papers, systematic reviews, replication studies, and fellow projects using AI agents for end-to-end research.
Type
Area
Replicating the Corporate Bond Factor Zoo
Quant ResearchA reproducible reconstruction of published factor research — including data preparation, factor construction, backtesting, figures, and report generation.
Intergenerational economic mobility
EconomicsA national mobility estimator built from ACS co-resident parent-child income pairs — 241,379 pairs across 652 commuting zones — validated against Chetty et al. (2014) tax-record benchmarks.
CRISPR off-target meta-analysis
BiologyA random-effects meta-analysis of CRISPR off-target indel rates across 85 studies — a pooled 4.12% rate, with delivery method, Cas variant, and detection assay as the strongest drivers.
Social media and adolescent mental health
Social ScienceA random-effects meta-analysis of 11 longitudinal studies — a small but significant pooled association (r = 0.035) between adolescent social media use and depression and anxiety, with measurement method as the key driver of heterogeneity.
Replicating the IPCC 1.5°C pathways
Climate & EnergyA replication of IPCC SR1.5 / AR6 emissions pathways against observed data — 2023 emissions of 41.4 GtCO₂ already exceed the entire 1.5°C scenario ensemble, with the 67% carbon budget over half spent.
Foundation models in climate and energy research
Climate and EnergyA review of how foundation models and scientific machine learning are being applied to climate modelling, forecasting, and energy systems.
Reproducibility practices in computational biology
BiologyA systematic review of data, code, and environment practices that make computational biology pipelines reproducible end-to-end.
We rebuilt 145 published bond factors, most didn't survive.
Replicating the Corporate Bond Factor Zoo
Quant ResearchA reproducible reconstruction of published factor research — including data preparation, factor construction, backtesting, figures, and report generation.
Intergenerational economic mobility
EconomicsA national mobility estimator built from ACS co-resident parent-child income pairs — 241,379 pairs across 652 commuting zones — validated against Chetty et al. (2014) tax-record benchmarks.
CRISPR off-target meta-analysis
BiologyA random-effects meta-analysis of CRISPR off-target indel rates across 85 studies — a pooled 4.12% rate, with delivery method, Cas variant, and detection assay as the strongest drivers.
Social media and adolescent mental health
Social ScienceA random-effects meta-analysis of 11 longitudinal studies — a small but significant pooled association (r = 0.035) between adolescent social media use and depression and anxiety, with measurement method as the key driver of heterogeneity.
Replicating the IPCC 1.5°C pathways
Climate & EnergyA replication of IPCC SR1.5 / AR6 emissions pathways against observed data — 2023 emissions of 41.4 GtCO₂ already exceed the entire 1.5°C scenario ensemble, with the 67% carbon budget over half spent.
Foundation models in climate and energy research
Climate and EnergyA review of how foundation models and scientific machine learning are being applied to climate modelling, forecasting, and energy systems.
Reproducibility practices in computational biology
BiologyA systematic review of data, code, and environment practices that make computational biology pipelines reproducible end-to-end.
Publication Prize
Selected papers, systematic reviews, replication studies, and fellow projects may receive additional credits, compute support, technical guidance, publication support, or a Zerve Research prize.