Talks & Videos

Curated lectures, talks, webinars, and educational playlists on AI for cellular agriculture and adjacent biology — media optimization, multi-omics integration, graph neural networks, AI agents and foundation models, and ML fundamentals — grouped by type. Videos play inline (the thumbnail loads first; the player loads only when you press play); playlists open on YouTube. The full list lives in Talks.md.

Applied AI/ML for Cellular Agriculture

Single conference and webinar talks on AI/ML applied to concrete cell-ag problems — media optimization, multi-omics integration, graph neural networks, and bioprocess scaling.

• Watch “Multus Biotechnology: AI-driven media optimization” on YouTube

  Multus Biotechnology: AI-driven media optimization

• Watch “Multivariate integration of multi-omics data with mixOmics” on YouTube

  Multivariate integration of multi-omics data with mixOmics

• Watch “Optimizing Plant Tissue Culture Media Formulation: Modern Problems Require Modern Solutions” on YouTube

  Optimizing Plant Tissue Culture Media Formulation: Modern Problems Require Modern Solutions

• Watch “scGNN: a novel graph neural network framework” on YouTube

  scGNN: a novel graph neural network framework

• Watch “Webinar 5: Scaling cellular agriculture: Bioprocessing solutions driving research and innovation” on YouTube

  Webinar 5: Scaling cellular agriculture: Bioprocessing solutions driving research and innovation

AI Agents & Foundation Models for Biology

Talks on AI agents, foundation models, and language-model-based scientific reasoning systems — many from the Broad Institute's MIA (Models, Inference & Algorithms) series and adjacent venues. These cover infrastructure that's directly relevant to cell-ag workflows even when the talks themselves don't center cellular agriculture.

• Watch “MIA: Zitnik Lab, Multimodal protein language models for deciphering protein function” on YouTube

  MIA: Zitnik Lab, Multimodal protein language models for deciphering protein function

  (Broad Institute, 2024)

• Watch “Empowering Biomedical Discovery with "AI Scientists"” on YouTube

  Empowering Biomedical Discovery with "AI Scientists"

  (Boston Protein Design and Modeling Club, 2025)

• Watch “MIA: Kexin Huang, A General-Purpose Biomedical AI Agent; Primer: Hanchen Wang” on YouTube

  MIA: Kexin Huang, A General-Purpose Biomedical AI Agent; Primer: Hanchen Wang

  (Broad Institute, 2025)

• Watch “MIA: Sam Cox, Automating Chemistry With LLM-Based Agents; Primer: Andrew White” on YouTube

  MIA: Sam Cox, Automating Chemistry With LLM-Based Agents; Primer: Andrew White

  (Broad Institute, 2025)

• Watch “MIA Primer: Yusuf Roohani, Engineering cell state using artificial intelligence” on YouTube

  MIA Primer: Yusuf Roohani, Engineering cell state using artificial intelligence

  (Broad Institute, 2026)

• Watch “MIA: Abhinav Adduri, Multi-Scale Modeling of Cellular Responses to Perturbation with STATE” on YouTube

  MIA: Abhinav Adduri, Multi-Scale Modeling of Cellular Responses to Perturbation with STATE

  (Broad Institute, 2026)

• Watch “Colby Ford: Building Multi-agentic Bioworkflows with Microsoft Foundry and Nextflow” on YouTube

  Colby Ford: Building Multi-agentic Bioworkflows with Microsoft Foundry and Nextflow

  (2026)

• Watch “Florian Wuennemann: From Copilot to Co-scientist: Agents Lend a Hand” on YouTube

  Florian Wuennemann: From Copilot to Co-scientist: Agents Lend a Hand

  (2026)

• Watch “Connecting Instruments, Data, and AI in the Orchestrated Lab” on YouTube

  Connecting Instruments, Data, and AI in the Orchestrated Lab

  (Dotmatics Luma webinar, 2026) — commercial perspective on connecting laboratory instruments, data systems, and AI agents into orchestrated R&D workflows; companion to the Dotmatics Luma entry in Software.md.