I am writing this at lunchtime on Thursday but can't post 'til midnight because of the embargo (ah Clive, how well you trained me!). The Robot Scientist paper comes out on the Science website tomorrow, and in the journal soon after.
My former colleagues at Aberystwyth have been busy giving interviews and being filmed/photographed for the last couple of days. There's a science wire service I'm still subscribed to after the BSA Media Fellowship and I'm really excited, because they've just put out the first comment I've seen from someone not on the team!
I can't wait to see the coverage tomorrow. I have no idea how well the story will be treated - but I did suggest a headline for the press briefing paper: "Robot Scientist beats humans to new knowledge" so I hope that angle gets covered, rather than robots to put scientists on dole/cure cancer/kill everyone with GM yeast.
Using AI, knowledge about the domain and a lot of lab automation kit the Robot Scientist managed to discover (for itself) the previously unknown function of 12 genes in brewer's yeast. The robot starts with some knowledge about the yeast metabolism and is allowed to design experiments on yeast with genes knocked out. It uses what it learns from those experiments to design another set of experiments, then another, until it finally figures out what the gene does.
With more than 6,000 interesting genes in yeast alone, that would take humans years: the robot can run 24/7 (in theory) and run thousands of experiments in parallel. If the robot just did those experiments combinatorially, that would still take more years than we're likely to have left on this planet - so the AI for hypothesis generation and experiment planning really comes in handy!
The paper.
UPDATE: My favourite writeup is this from Clive Cookson at the FT. It's sober, well informed and distills what the work really achieved. I'm defnitely buying a copy of the pink 'un today!
One of the best writeups so far, from the land down under: Sydney Morning Herald
MSNBC also has a pretty good take on it.
Auntie Beeb has done a good job too.
And my personal favourite writeup from a blogger.
1 comment:
Woohoo! Well done!
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