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Atmrix

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JB

Joelle Barral

05/09/25

@ Google DeepMind

AI's algorithms can have false positives and negatives, so it's crucial to balance sensitivity and specificity in medical applications.

Video

GD

AI and the Future of Health with Joelle Barral

@ Google DeepMind

AI and the Future of Health with Joelle Barral

05/09/25

Related Takeaways

JB

Joelle Barral

05/09/25

@ Google DeepMind

AI can analyze medical images, but establishing a reliable ground truth for diagnoses can be challenging due to differing opinions among experts.

YC

Y Combinator Cast

09/22/23

@ Y Combinator

AI systems struggle to accurately verify information, which can lead to significant issues in critical fields like medicine, where incorrect diagnoses can have serious consequences.

DN

Daniel Nadler

03/04/25

@ Sequoia Capital

Accuracy and transparency are crucial in AI healthcare applications, allowing physicians to interrogate the sources of information provided by the AI.

JB

Joelle Barral

05/09/25

@ Google DeepMind

AI can help create a new gold standard in medical diagnosis by providing consistent results where human experts may disagree.

JB

Joelle Barral

05/09/25

@ Google DeepMind

AI has the potential to improve diagnosis and treatment in healthcare, moving beyond just drug discovery.

a

a16z Cast

03/21/25

@ a16z

AI is both a general-purpose and highly specialized technology, requiring local expertise to fine-tune models for specific needs.

PH

Peter H. Diamandis Cast

06/04/25

@ Peter H. Diamandis

AI can be programmed to target specific demographics, which poses a significant risk of harm and raises questions about the ethical implications of such technology.

DH

Demis Hassabis

04/25/25

@ Queens' College Cambridge

However, AI is a dual-purpose technology that can also be misused by bad actors, creating challenges in ensuring that beneficial applications are accessible while restricting harmful uses.

JB

Joelle Barral

05/09/25

@ Google DeepMind

AI is being developed to augment physicians' capabilities, addressing the shortage of healthcare professionals and ensuring that more people receive necessary medical care.