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The Next Experiment
The Next Experiment
7 episodes
1 day ago
It's vital that we make progress in biology. Yet today, understanding complex living systems is hard. But does it have to be? We're Markus and Phil, a biologist and a statistician. We created this podcast for anyone who believes that there might be a better way. Together, we'll discuss the best experiments to cut through biological complexity. Join us to explore the shape of the next experiment.
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Life Sciences
Science
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It's vital that we make progress in biology. Yet today, understanding complex living systems is hard. But does it have to be? We're Markus and Phil, a biologist and a statistician. We created this podcast for anyone who believes that there might be a better way. Together, we'll discuss the best experiments to cut through biological complexity. Join us to explore the shape of the next experiment.
Show more...
Life Sciences
Science
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Starry-Eyed and Sobering Views on AI in Biology
The Next Experiment
18 minutes 45 seconds
11 months ago
Starry-Eyed and Sobering Views on AI in Biology

If data is the new oil in an AI centric world, then amassing ever-larger multidimensional datasets can only be a good thing. 

But how can we use these datasets to gain deeper insight into biology?

This is the question we try to answer in season 1’s final episode. Between us, we bring views of the AI optimist and skeptic—with starry-eyed visions and sobering realities—to the table before reaching a conclusion.

Conversation highlights

00:00 - Introduction

01:18 - A vision for multidimensional datasets fueling better experiments

03:37 - AI and myth-busting: “It’s not magic”  

09:15 - Risks of combining datasets for making “pizza” and “ice cream”

10:11 - Ideals and potential low-hanging fruit for AI in biology

13:09 - Thinking about AI as collective memory
18:16 - Combining human and artificial intelligence is key

The Next Experiment
It's vital that we make progress in biology. Yet today, understanding complex living systems is hard. But does it have to be? We're Markus and Phil, a biologist and a statistician. We created this podcast for anyone who believes that there might be a better way. Together, we'll discuss the best experiments to cut through biological complexity. Join us to explore the shape of the next experiment.