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Atmrix

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DP

Dwarkesh Patel Cast

04/04/25

@ Dwarkesh Patel

Publishing research reduces lead time, allowing competitors to catch up quickly.

Video

DP

2027 Intelligence Explosion: Month-by-Month Model — Scott Alexander & Daniel Kokotajlo

@ Dwarkesh Patel

2027 Intelligence Explosion: Month-by-Month Model — Scott Alexander & Daniel Kokotajlo

04/04/25

Related Takeaways

YC

Y Combinator Cast

07/06/18

@ Y Combinator

The peer review process in scientific publishing is often slow, which can hinder timely dissemination of research, especially in fast-moving fields like machine learning.

SC

Sequoia Capital Cast

02/25/25

@ Sequoia Capital

Deep Research is designed to save users significant time, potentially giving back 10% to 25% of their work time, depending on the type of tasks they perform.

YC

Y Combinator Cast

07/06/18

@ Y Combinator

There is a need for a better peer review system that can adapt to the rapid pace of scientific advancements and improve the quality of published research.

MB

Miles Brundage

04/25/18

@ Y Combinator

Open publishing in AI research is crucial for realistic public policy and understanding the current state of the field, which benefits everyone involved.

SC

Sequoia Capital Cast

02/25/25

@ Sequoia Capital

The impact of Deep Research is profound, enabling tasks that previously took hours to be completed in minutes, thus allowing users to engage in more complex or numerous tasks.

RH

Raza Habib

03/01/23

@ Y Combinator

The feedback data from applications can create a competitive advantage, but it may not be sufficient to prevent others from catching up in the long run.

PT

Peter Thiel

03/23/17

@ Y Combinator

Software has incredible economies of scale, allowing for rapid market adoption, which is crucial for capturing market share.

JD

Jeff Dean

08/08/17

@ Y Combinator

We aim to reduce the time it takes to train models, allowing engineers to conduct multiple experiments simultaneously and improve workflow efficiency.

SC

Sequoia Capital Cast

02/25/25

@ Sequoia Capital

In the medical field, Deep Research can help doctors quickly find relevant literature and clinical trials, saving them time and improving patient care.