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High-quality experimental data fuels biological discovery. Could an AI-enabled "autonomous lab" fundamentally increase the rate at which we generate it, and accelerate our progress toward cures for disease? That's the question I sat down to explore with Jason Kelly, CEO of Ginkgo Bioworks, for a deep-dive and tour of...

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Nabil Laoudji

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11,508 görüntüleme • 2 ay önce •via X (Twitter)

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See a video tour of the first Autonomous Lab built for the Genesis Mission by Ginkgo Bioworks at Pacific Northwest National Laboratory !🇺🇸🤖 US keeping lead in science needs scientists driving AI+robots instead of toiling at the lab bench!
2:07

See a video tour of the first Autonomous Lab built for the Genesis Mission by Ginkgo Bioworks at Pacific Northwest National Laboratory !🇺🇸🤖 US keeping lead in science needs scientists driving AI+robots instead of toiling at the lab bench!

Jason Kelly

39,782 görüntüleme • 1 ay önce

Proud to announce that Ginkgo Bioworks was awarded a $47M contract to kick off President Trump's new Genesis Mission and build the world's largest autonomous lab at Pacific Northwest National Lab! I was honored to join Secretary Chris Wright as he commissioned the first phase of the lab yesterday at PNNL 🇺🇸🤖 Autonomous labs allow scientists to order experiments just by asking for them and are a key component for AI models to accelerate science at the scale outlined in the Genesis Project by Director Michael Kratsios, Dario Gil, Sriram Krishnan. More below, including some behind the scenes footage 😀
5:28

Proud to announce that Ginkgo Bioworks was awarded a $47M contract to kick off President Trump's new Genesis Mission and build the world's largest autonomous lab at Pacific Northwest National Lab! I was honored to join Secretary Chris Wright as he commissioned the first phase of the lab yesterday at PNNL 🇺🇸🤖 Autonomous labs allow scientists to order experiments just by asking for them and are a key component for AI models to accelerate science at the scale outlined in the Genesis Project by Director Michael Kratsios, Dario Gil, Sriram Krishnan. More below, including some behind the scenes footage 😀

Jason Kelly

200,245 görüntüleme • 6 ay önce

Awesome being on the Sequoia Capital Training Data podcast with Pat Grady and Sonya Huang 🐥. Topic links in the 🧵 The most human part of intelligence is curiosity, and science is formalized curiosity. If we want AGI — doing the work of science is the training set. Fun to talk history of Ginkgo Bioworks, our project with OpenAI where GPT-5 ran our Autonomous Lab, what new biotech apps are coming, and more. Also — you (or your moltbot) can order experiments from Ginkgo Bioworks Cloud Lab if you don't have your own lab or buy our robots to make your own autonomous lab. Technical details of our OpenAI partnership also in 🧵
1:00

Awesome being on the Sequoia Capital Training Data podcast with Pat Grady and Sonya Huang 🐥. Topic links in the 🧵 The most human part of intelligence is curiosity, and science is formalized curiosity. If we want AGI — doing the work of science is the training set. Fun to talk history of Ginkgo Bioworks, our project with OpenAI where GPT-5 ran our Autonomous Lab, what new biotech apps are coming, and more. Also — you (or your moltbot) can order experiments from Ginkgo Bioworks Cloud Lab if you don't have your own lab or buy our robots to make your own autonomous lab. Technical details of our OpenAI partnership also in 🧵

Jason Kelly

12,691 görüntüleme • 2 ay önce

Was fortunate to ribbon-cut the first Autonomous Lab as part of the Genesis Mission with Secretary Chris Wright. Scientists should direct autonomous labs to do their lab work 24/7 in our national labs! This is how the US keeps our lead in science - amazing leadership from U.S. Department of Energy, Director Michael Kratsios, Darío Gil, and Sriram Krishnan 🇺🇸 Excited to see how the autonomous labs program expands!
5:28

Was fortunate to ribbon-cut the first Autonomous Lab as part of the Genesis Mission with Secretary Chris Wright. Scientists should direct autonomous labs to do their lab work 24/7 in our national labs! This is how the US keeps our lead in science - amazing leadership from U.S. Department of Energy, Director Michael Kratsios, Darío Gil, and Sriram Krishnan 🇺🇸 Excited to see how the autonomous labs program expands!

Jason Kelly

22,243 görüntüleme • 1 ay önce

Introducing Contra Labs. The first frontier data and evaluation lab for Creative AI.
1:54

Introducing Contra Labs. The first frontier data and evaluation lab for Creative AI.

ben

445,262 görüntüleme • 2 ay önce

AI has solved software. Biology is the next frontier. We're hiring across every team at Adaptyv. We’ve built the best automated lab for protein designers to experimentally test their AI-designed proteins. Today, the most advanced protein design companies run their wet-lab work on Adaptyv, from the biggest biopharmas to frontier AI labs to dozens of virtual biotech startups. Demand has grown faster than we have, so we’re hiring across the board: • Bio: Research associates, scientists and lab technicians to develop and run new assays at scale. • Lab automation: Engineers and interns to onboard new lab instruments and scale our automation infrastructure. • Software: Product and backend engineers to scale LabOS, our internal lab orchestration platform, our API for agents and the data pipelines that turn messy physical-world data into clean results. • Partnerships, customer success and operations: Building partnerships with AI & pharma labs, making sure customers understand their data and can run more campaigns, making sure the company operations run smoothly
0:30

AI has solved software. Biology is the next frontier. We're hiring across every team at Adaptyv. We’ve built the best automated lab for protein designers to experimentally test their AI-designed proteins. Today, the most advanced protein design companies run their wet-lab work on Adaptyv, from the biggest biopharmas to frontier AI labs to dozens of virtual biotech startups. Demand has grown faster than we have, so we’re hiring across the board: • Bio: Research associates, scientists and lab technicians to develop and run new assays at scale. • Lab automation: Engineers and interns to onboard new lab instruments and scale our automation infrastructure. • Software: Product and backend engineers to scale LabOS, our internal lab orchestration platform, our API for agents and the data pipelines that turn messy physical-world data into clean results. • Partnerships, customer success and operations: Building partnerships with AI & pharma labs, making sure customers understand their data and can run more campaigns, making sure the company operations run smoothly

Adaptyv Bio

13,032 görüntüleme • 6 gün önce

We worked with Ginkgo Bioworks to connect GPT-5 to an autonomous lab, so it could propose experiments, run them at scale, learn from the results, and decide what to try next. That closed loop brought protein production cost down by 40%.
0:21

We worked with Ginkgo Bioworks to connect GPT-5 to an autonomous lab, so it could propose experiments, run them at scale, learn from the results, and decide what to try next. That closed loop brought protein production cost down by 40%.

OpenAI

3,139,985 görüntüleme • 4 ay önce

We connected our autonomous lab to OpenAI's GPT-5 and let it run 36,000 experiments. The result was a new state-of-the-art for Cell-Free Protein Synthesis that cut costs by 40% per gram of protein. You can now order the beta version for your own lab: You can read the full preprint and read OpenAI’s blog post about our work here: See the full press release here:
5:00

We connected our autonomous lab to OpenAI's GPT-5 and let it run 36,000 experiments. The result was a new state-of-the-art for Cell-Free Protein Synthesis that cut costs by 40% per gram of protein. You can now order the beta version for your own lab: You can read the full preprint and read OpenAI’s blog post about our work here: See the full press release here:

Ginkgo Bioworks

80,421 görüntüleme • 4 ay önce

Ginkgo Bioworks has the largest autonomous lab in the world.
0:52

Ginkgo Bioworks has the largest autonomous lab in the world.

Ginkgo Bioworks

25,994 görüntüleme • 1 ay önce

What could scaling unlock for biology? Introducing ProGen3- our next AI foundation models for protein generation. We develop compute-optimal scaling laws up to 46B parameters on 1.5T tokens with real evidence in the wet lab. +we solve a new set of challenges for drug discovery
2:36

What could scaling unlock for biology? Introducing ProGen3- our next AI foundation models for protein generation. We develop compute-optimal scaling laws up to 46B parameters on 1.5T tokens with real evidence in the wet lab. +we solve a new set of challenges for drug discovery

Ali Madani

80,512 görüntüleme • 1 yıl önce

Trade in your lab bench for an autonomous lab from @ginkgo 😎
1:05

Trade in your lab bench for an autonomous lab from @ginkgo 😎

Jason Kelly

151,488 görüntüleme • 6 ay önce

Our Reconfigurable Automation Carts (RACs) are the building blocks of the autonomous lab. This year we are doubling the size of Nebula, our autonomous lab in Boston, to 100 RACs. As we build and test the new RACs at our site in California, Rashard is making sure every detail is perfect.
0:22

Our Reconfigurable Automation Carts (RACs) are the building blocks of the autonomous lab. This year we are doubling the size of Nebula, our autonomous lab in Boston, to 100 RACs. As we build and test the new RACs at our site in California, Rashard is making sure every detail is perfect.

Ginkgo Bioworks

12,235 görüntüleme • 2 ay önce

We are building 100 RACS. RACs are our Reconfigurable Automation Carts, the building blocks of our autonomous lab. Nebula, our very own autonomous lab, is going to double in size this year. Follow us for regular updates on our progress. Sign up to see Nebula for yourself here:
0:51

We are building 100 RACS. RACs are our Reconfigurable Automation Carts, the building blocks of our autonomous lab. Nebula, our very own autonomous lab, is going to double in size this year. Follow us for regular updates on our progress. Sign up to see Nebula for yourself here:

Ginkgo Bioworks

10,794 görüntüleme • 2 ay önce

We asked Misha Laskin (Co-founder, CEO at Reflection AI) about leaving a big lab for a startup: "Every frontier lab that's been built was resource constrained compared to the big incumbents." "We think there's an opportunity for the new kind of AlphaGo to be built which is going to be embodied in an extremely powerful and useful product." "If you want to start a new frontier lab and drive breakthroughs, the best place is in really small focus settings."
1:27

We asked Misha Laskin (Co-founder, CEO at Reflection AI) about leaving a big lab for a startup: "Every frontier lab that's been built was resource constrained compared to the big incumbents." "We think there's an opportunity for the new kind of AlphaGo to be built which is going to be embodied in an extremely powerful and useful product." "If you want to start a new frontier lab and drive breakthroughs, the best place is in really small focus settings."

TBPN

21,681 görüntüleme • 11 ay önce

Advancing U.S. AI and scientific research at scale, AMD technology empowers the people behind the science. Hear from Oak Ridge Lab researchers on how Discovery, the next-generation U.S. Department of Energy flagship supercomputer, will drive breakthroughs in AI, science, and energy. 🎥
1:00

Advancing U.S. AI and scientific research at scale, AMD technology empowers the people behind the science. Hear from Oak Ridge Lab researchers on how Discovery, the next-generation U.S. Department of Energy flagship supercomputer, will drive breakthroughs in AI, science, and energy. 🎥

AMD

36,780 görüntüleme • 7 ay önce

Agree, this is an important point from Michael Baym. A Waymo is an autonomous car even if a human is in the back seat telling it where to go. Same for an Autonomous Lab, scientists can tell it what protocols to do -- quick autonomous lab explainer in this video. It's really about solving for variable lab work, not about taking the scientist out of the loop.
2:39

Agree, this is an important point from Michael Baym. A Waymo is an autonomous car even if a human is in the back seat telling it where to go. Same for an Autonomous Lab, scientists can tell it what protocols to do -- quick autonomous lab explainer in this video. It's really about solving for variable lab work, not about taking the scientist out of the loop.

Jason Kelly

21,375 görüntüleme • 2 ay önce

In the AI era, the traditional biopharma industry is the underdog. Big tech and AI labs are building wet labs. China has overtaken Europe in molecules produced. But the tools available to the industry discuss science, not do it. The hard problem in AI for science is at the interface between the physical and digital worlds. We built an AI Scientist at that seam. It wires together the digital and physical worlds of R&D. Predictive models, data infrastructure, wet lab execution feed into a single loop that reasons, acts, and improves with every experiment. Our ambition: get molecules to the clinic twice as fast. Last fall I wrote about why biotech needs to be rebuilt for the AI era. Today I'm sharing the next chapter: what the AI Scientist is, a blueprint for how it works, and why even Richard Feynman couldn't hack it in a wet lab.
1:44

In the AI era, the traditional biopharma industry is the underdog. Big tech and AI labs are building wet labs. China has overtaken Europe in molecules produced. But the tools available to the industry discuss science, not do it. The hard problem in AI for science is at the interface between the physical and digital worlds. We built an AI Scientist at that seam. It wires together the digital and physical worlds of R&D. Predictive models, data infrastructure, wet lab execution feed into a single loop that reasons, acts, and improves with every experiment. Our ambition: get molecules to the clinic twice as fast. Last fall I wrote about why biotech needs to be rebuilt for the AI era. Today I'm sharing the next chapter: what the AI Scientist is, a blueprint for how it works, and why even Richard Feynman couldn't hack it in a wet lab.

Sajith Wickramasekara

30,360 görüntüleme • 1 ay önce

Come visit our Autonomous lab for a tour ! Its crazy to see in person — but I made a little behind the scenes video on what makes an autonomous lab different from a traditional lab automation workcell! Sign up here for a tour next week at 25 Drydock ave in boston !
2:32

Come visit our Autonomous lab for a tour ! Its crazy to see in person — but I made a little behind the scenes video on what makes an autonomous lab different from a traditional lab automation workcell! Sign up here for a tour next week at 25 Drydock ave in boston !

Jason Kelly

36,781 görüntüleme • 4 ay önce

Priscilla Chan and Mark Zuckerberg on Curing All Disease We sat down with Dr. Priscilla Chan and Mark Zuckerberg, co-founders of the Chan Zuckerberg Initiative, to discuss their ambitious plan to cure, prevent, and manage all disease by the end of the century. CZI’s Biohub aims to generate vast biological datasets to train new frontier AI models to guide scientists in the lab, creating a feedback loop to accelerate the pace of basic science and take us towards a world without disease. 00:00 Introduction 03:42 Building tools to accelerate scientific discovery 07:03 Biohub = Frontier Biology + Frontier AI 13:32 "Most diseases should be thought of as rare diseases” 15:39 Inspiration: building a periodic table for biology 19:27 Why virtual cells? 21:17 The Biohub master plan 33:36 The importance of interface design in democratizing scientific discovery 35:34 How Biohub encourages cross-functional collaboration 40:38 Looking ahead: the broader impact of AI on biotech benahorowitz.eth Vineeta Agarwala Erik Torenberg
44:43

Priscilla Chan and Mark Zuckerberg on Curing All Disease We sat down with Dr. Priscilla Chan and Mark Zuckerberg, co-founders of the Chan Zuckerberg Initiative, to discuss their ambitious plan to cure, prevent, and manage all disease by the end of the century. CZI’s Biohub aims to generate vast biological datasets to train new frontier AI models to guide scientists in the lab, creating a feedback loop to accelerate the pace of basic science and take us towards a world without disease. 00:00 Introduction 03:42 Building tools to accelerate scientific discovery 07:03 Biohub = Frontier Biology + Frontier AI 13:32 "Most diseases should be thought of as rare diseases” 15:39 Inspiration: building a periodic table for biology 19:27 Why virtual cells? 21:17 The Biohub master plan 33:36 The importance of interface design in democratizing scientific discovery 35:34 How Biohub encourages cross-functional collaboration 40:38 Looking ahead: the broader impact of AI on biotech benahorowitz.eth Vineeta Agarwala Erik Torenberg

a16z

376,946 görüntüleme • 7 ay önce

Yesterday, we announced that our autonomous lab, connected with OpenAI's GPT-5, beat the state-of-the-art in Cell-Free Protein Synthesis by 40%. This is how we did it. Watch OpenAI's Joy Jiao and Edmund Wong alongside our own Reshma Shetty as they explain how techniques like the use of a pydantic model set the stage for this breakthrough. The preprint is now out on bioRxiv: And if you’re in Boston for SLAS, come see Joy talk about it ( ) or come Monday-Wednesday from 9AM-5PM to 25 Drydock Ave to see the lab where we ran the experiments! You can just stop by or book ahead via And swing by Booth #1823 beforehand to pick up an Uber voucher for the 5-min ride!
5:00

Yesterday, we announced that our autonomous lab, connected with OpenAI's GPT-5, beat the state-of-the-art in Cell-Free Protein Synthesis by 40%. This is how we did it. Watch OpenAI's Joy Jiao and Edmund Wong alongside our own Reshma Shetty as they explain how techniques like the use of a pydantic model set the stage for this breakthrough. The preprint is now out on bioRxiv: And if you’re in Boston for SLAS, come see Joy talk about it ( ) or come Monday-Wednesday from 9AM-5PM to 25 Drydock Ave to see the lab where we ran the experiments! You can just stop by or book ahead via And swing by Booth #1823 beforehand to pick up an Uber voucher for the 5-min ride!

Ginkgo Bioworks

50,135 görüntüleme • 4 ay önce