3DU: Homo ex Machina
Examines FDA regulatory challenges and security requirements surrounding point-of-care 3D-printed medical device production systems.
Summary
Point of Care 3D Medical Device Production
Personalized healthcare increasingly utilizes 3D printing directly at the hospital point of care (POC). The FDA's framework on Medical Device Production Systems (MDPS) categorizes in-hospital printing systems as regulated medical devices.
Stakeholder Dynamics in Hospital Deployments
Deploying on-site medical manufacturing requires close collaboration between healthcare delivery organizations (HDOs), device manufacturers (MDMs), and regulatory agencies.
Integrating AI into Production Systems
Artificial intelligence models optimize print parameters, material tolerances, and structural integrity for patient-specific implants and surgical guides.
Cybersecurity and Quality Assurance Challenges
Safeguarding point-of-care medical manufacturing demands secure design pipelines, validated CAD file integrity, and stringent quality control protocols to protect patient safety.
Related talks
Creator Stage·27 min
J. Utley · P. Rhodes · J. Hill
Examines historical biological warfare precedents, emerging threats at the intersection of AI and bioweaponry, and the need for defensive norms.
Creator Stage·33 min
Explores historical precedents of biological warfare, generative AI risks in bioweapon proliferation, and strategies for global defense transparency.
Creator Stage·21 min
Kevin · Tianqi
Presents a pocket-sized 10-watt bedside inference device running local 3B language models on a CM5 and RP2040 for private clinical workflows.


