ML systems, large-scale infrastructure
Foundational less for any single public paper than for shaping the infrastructure, engineering culture, and systems thinking that make frontier-model research possible.
Lab & Ecosystem
People driving Google’s open-model, multimodal, and large-scale infrastructure work outside the DeepMind label.
Within 500AI, Google is most legible through researchers like Jeff Dean, Daphne Ippolito, Emily Reif.
This cluster is especially tied to Open Models, Multimodal, Code Models. Frequent institution signals include Google, DeepMind, Google DeepMind. Recurring entry points include Gemma (docs), Gemma 2: Improving Open Language Models at a Practical Size.
Snapshot
Researchers
447
Related topics
5
Starting points
8
Developed dossiers
20
Useful lenses pulled from the strongest researcher profiles in this cluster.
Large-scale ML systems
Via Jeff Dean
Pathways-scale language modeling (PaLM)
Via Daphne Ippolito
PaLM: Scaling Language Modeling with Pathways
Via Emily Reif
Text-to-image diffusion with strong language understanding (Imagen)
Via Emily Denton
Open language models from Google (Gemma)
Via Andrea Tacchetti
Open language models (Gemma 2)
Via Alicia Parrish
Frequent institutions showing up across linked profiles in this ecosystem.
Repeatedly linked papers, projects, and repositories across this lab cluster.
Gemma (docs)
359Linked by 359 profiles in this cluster
Gemma 2: Improving Open Language Models at a Practical Size
141Linked by 141 profiles in this cluster
Gemma 3 Technical Report
113Linked by 113 profiles in this cluster
Gemma: Open Models Based on Gemini Research and Technology
85Linked by 85 profiles in this cluster
PaLM: Scaling Language Modeling with Pathways
53Linked by 53 profiles in this cluster
PaLI: A Jointly-Scaled Multilingual Language-Image Model
21Linked by 21 profiles in this cluster
CodeGemma: Open Code Models Based on Gemma
20Linked by 20 profiles in this cluster
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
13Linked by 13 profiles in this cluster
Source clusters that repeatedly anchor researcher pages in this ecosystem.
Gemma (docs)
359Used across 359 researcher pages in this lab cluster
Gemma 2: Improving Open Language Models at a Practical Size
141Used across 141 researcher pages in this lab cluster
Gemma 3 Technical Report
113Used across 113 researcher pages in this lab cluster
Gemma: Open Models Based on Gemini Research and Technology
85Used across 85 researcher pages in this lab cluster
PaLM: Scaling Language Modeling with Pathways
53Used across 53 researcher pages in this lab cluster
PaLI: A Jointly-Scaled Multilingual Language-Image Model
21Used across 21 researcher pages in this lab cluster
A stronger first pass through Google, ranked by profile depth, evidence, and editorial importance.
ML systems, large-scale infrastructure
Foundational less for any single public paper than for shaping the infrastructure, engineering culture, and systems thinking that make frontier-model research possible.
Pathways-scale language modeling (PaLM)
Co-authored PaLM: Scaling Language Modeling with Pathways.
Pathways-scale language modeling (PaLM)
Co-authored PaLM: Scaling Language Modeling with Pathways.
Text-to-image diffusion with strong language understanding (Imagen)
Co-authored Imagen: a milestone for photorealistic text-to-image diffusion models.
Open language models from Google (Gemma)
Co-authored Gemma: open models based on Gemini research and technology.
Open language models (Gemma 2)
Co-authored Gemma 2: improving open language models at a practical size.
Scaled multilingual vision-language models (PaLI)
Co-authored PaLI: a key reference for scaling multilingual vision-language models.
Open multimodal models (Gemma 3)
Co-authored the Gemma 3 Technical Report.
Open multimodal models (Gemma 3)
Co-authored the Gemma 3 Technical Report.
447 linked profiles.