Weinstein: Frontier science requires departments to tolerate politically extreme scientific thinkers
“If you don't have communists and fascists in the same department having tea together, something has gone wrong because scientists are very extreme.”
Carnell: Scientists have already found medicines for most fatal diseases
“Is that incredible scientists have already cracked the code on most of the medicines we need to protect us from most of the diseases that will claim most of our lives.”
White: Future scientists will act as AI agent wranglers exploring 100 ideas simultaneously
“My vision for what a scientist would be in the future is that They will be, I don't know, like agent wranglers or cosmos wranglers of like, okay, they're exploring a hundred ideas simultaneously, or they're like working with systems like ours to make an X the …”
White: Scientists will remain active producers because they are the primary consumers of science
“I think the enjoyers of science are also scientists. And so I think that it's kind of hard to imagine a scenario when there's not scientists as the consumers of science. And so I think if they're going to be consumers of science, they're also going to be some …”
Wickramasekara: 90% of vertical AI is workflow translation and building trust
“I think in a vertical, I think 90% of the work is actually, like, translation. It's taking something and making science, making sure scientists trust it, it's the right point in their workflow, it's easy to use, and it's accurate.”
Zuckerberg: AI biology models will assist hypothesis generation long before replacing wet labs
“Pretty soon if you have these models, you're just going to be able to run experiments with the models without even having to go to a wet lab. And it's like, no, I mean, I think that that's kind of like, I think that that's sort of the biological version of lik…”
Bhattacharya: Science needs Silicon Valley spirit to destigmatize productive failure
“We should stop punishing scientists who fail. If they fail productively, let them publish in a journal to explain why they're, what they learned from it. Like that, Silicon Valley spirit I think needs to come to science a little bit more.”
Bhattacharya: Scientists cannot reliably predict which research bets succeed
“Scientists, if you ask us, we're not actually good at predicting the future of the, of future in terms of, like, our will this investment result in productivity? I mean, actually, frankly, neither is Silicon Valley, right? You can't say, you can't promise me t…”
Cuban: Synthetic AI data cannot invent what human scientists discover
“Cause there's no way to synthesize all that shit. You're not synthesizing. You're not creating synthetic data that all of a sudden is going to, you know, you could tell, you give it all the backstory you want, that you're a doctor, that you invented this, that…”
Thompson: Today's scientists spend 40% of their time on grant paperwork
“A remarkable statistics from the book is that today's scientists now spend 40% of their time filling out paperwork and filing for grants.”
McGrew: AI will automate scientists before physical experimenters
“I think weirdly we're going to end up with, you know, automating the scientist, the innovator before we automate, you know, the experiment doer.”
Coogan: Science Rushes to Map Healthy Habits to Wonder Drug Mechanisms
“Whenever we discover a new drug, scientists rush to demonstrate that all those lifestyle changes, the ones you should do anyway, actually work through the same mechanism as the wonder drug.”
Lerner: Scientists excel in startups due to intellectual humility and curiosity
“Scientists are always aware of what they don't know. Unlike, you know, most people in most jobs, you're just always, you're wrong all the time. You're at these, you see these big gaps in humanity's understanding of whatever your discipline is. And you've got t…”
Dicks: Biotech scientist telling pure story won more conference leads than peers
“He got more leads at the conference than the other scientists combined. All the other four scientists combined.”
Koller: Engineers look for patterns; scientists look for outliers
“When you show an engineer or computer scientist a bunch of dots
Usually the natural inclination is to try and find the pattern, the thing that explains as many of the points as you can, because that is the thing around which you will engineer your system.
If y…”
Solomon: Unlike autonomous vehicles, biotech AI must vastly outperform human experts
“For autonomous vehicles, you have experts, and every driver that can drive a car, you can ask whether an autonomous vehicle drives as good as a driver, like me and you. For drug development, even the best scientists in the world, they don't know, as we mention…”
Western US megadrought is worst in over 1,000 years
“Scientists are saying that it's the worst that the Western United States has seen in you know, over a thousand years.”
Klein: Researchers Find Scientists Use 'Knowledge Shields' to Dismiss Anomalies
“But the researchers who have investigated this find that scientists do the same thing. They have something that's called knowledge shields the way all of us do. That, that a variety of techniques for explaining away inconvenient data and anomalies.”
Friedberg: Scientists face structural disincentives to retest published research
“It is to no one's incentive to go out and try and retest something that someone's already published on, even though that's what you're supposed to do in science. There's no motivation. There's no dollars to do this. It's a disincentive to your career. It's a d…”
Friedman: Climate scientists debate adding Category 6 for rapidly intensifying hurricanes
“There are scientists talking about do we need another category, because storms are intensifying so quickly and bringing certain hazards that we didn't deal with before.”
O'Sullivan: Easier to turn scientists into entrepreneurs than business people into scientists
“I think it's much easier to train a scientist to be an entrepreneur than it is to train a business guy to be a scientist.”
Hillenmeyer: Only 0.1% of estimated fungal species have been sequenced
“So scientists estimate there's about five million species of fungi on the planet, and only 5000 have been sequenced.”
Fully loaded deep tech R&D costs $250,000 per scientist annually
“R&D is 250 K fully loaded per scientist, per engineer, per year.”
Collins: Engineers prioritize functional biological results over understanding mechanisms
“The scientist is curious, wants to understand, is looking for discovery. The engineer wants to get it to work, and doesn't necessarily care do they understand how it works, but that it works.”
Iorns: Biotech Startups Do Not Need Business Co-Founders
“People have this Kind of illusion that they're, like, antisocial or, like, they don't understand business, and I just, like, completely disagree with that. I think scientists have to be very articulate. They frequently present in front of large audiences. They…”
Emerald Therapeutics taught every scientist on its staff how to code
“We decided to teach every scientist we hired, so organic chemists, molecular biologists, geneticists, you named it, how to write code.”