Cover image for Autonomous Research Governance, a research framework exploring governance, oversight, and institutional control systems for AI-driven laboratories and autonomous scientific discovery.

AI can now run experiments.
But who governs autonomous research?

Introducing Autonomous Research Governance — a framework for oversight in AI-driven discovery.

autonomousresearch.gumroad.com/l/autonomous...

#AI #AutonomousScience #ResearchGovernance #SelfDrivingLabs

Digital Trust Scores for Autonomous Science – governance framework for Multi-Agent Autonomous Research Systems (MARS) showing trust scoring, compliance intelligence layer, and accountability architecture for AI-driven laboratories.

New paper: Digital Trust Scores for Autonomous Science — a governance framework for AI-driven labs and Multi-Agent Autonomous Research Systems (MARS).
Read: archive.org/details/digi...

#AIGovernance #AutonomousScience #SelfDrivingLabs #AIResearch

First stop in USA East Coast lecture tour: Merck Rahway, great to discuss #FlowChemistry, #HTE, #SelfDrivingLabs and synthetic methodology with our friends in the pharma industry

SELF-DRIVING LABS — Executive Hardcover: Build Autonomous, Auditable AI ... youtu.be/2if6hcvGAKQ?... via
@YouTube

#SelfDrivingLabs #ScientificLeadership #AIResearch #AutonomousR&D #ResearchGovernance #InnovationStrategy

A foundational representation for an orchestrated lab Self-driving laboratories (SDLs) promise accelerated scientific discovery and product development by closing the loop between robotic execution and AI/ML-driven decision making. In practice, however, ...

"A foundational representation for an orchestrated lab" | ChemRxiv - doi.org/10.26434/che... This paper tackles workflow representation for #SelfDrivingLabs. We @accelerationc.bsky.social look for feedback from the community to further improve the manuscript, so please reach out with comments.

Check out work on #digitaltwins of #selfdrivinglabs New work out in Nature Computational Science

Enter the MATTERIX!

#chemsky #compchemsky #ai #robotics

SELF-DRIVING LABS: How Autonomous Science and AI-Driven R&D Are Creating the Discovery Economy of the Future SELF-DRIVING LABS: How Autonomous Science and AI-Driven R&D Are Creating the Discovery Economy of the Future [Pande, Er. Nabal Kishore] on Amazon.com. *FREE* shipping on qualifying offers. SELF-DRIVING LABS: How Autonomous Science and AI-Driven R&D Are Creating the Discovery Economy of the Future

Tired of slow, costly labs? "Self-Driving Labs" shows how AI + robots cut $500K R&D to breakthroughs in days. Blueprint for founders! Bonus: #60 in GenAI books.
amazon.com/dp/B0FZTT2KGB
#GenerativeAI #SelfDrivingLabs #AI

#selfdrivinglabs #accelerate25 #selfdrivinglabs | Willi Gottstein “𝗪𝗵𝘆 𝗱𝗼 𝘄𝗲 𝗵𝗮𝘃𝗲 𝘀𝗼 𝗺𝗮𝗻𝘆 𝗼𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 𝘁𝗼𝗼𝗹𝘀? 𝗪𝗵𝘆 𝗮𝗿𝗲 𝗲𝗳𝗳𝗼𝗿𝘁𝘀 𝗳𝗿𝗮𝗴𝗺𝗲𝗻𝘁𝗲𝗱 𝘄𝗵𝗲𝗻 𝘄𝗲 𝗳𝗮𝗰𝗲 𝘁𝗵𝗲 𝘀𝗮𝗺𝗲 𝗰𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀? 𝗜𝘀𝗻’𝘁 𝗶𝘁 𝘁𝗶𝗺𝗲 𝘁𝗼 𝗮𝗹𝗶𝗴𝗻 𝗼𝗻 𝗽𝗿𝗶𝗻𝗰𝗶𝗽𝗹𝗲𝘀 𝗮𝗻𝗱 𝘀𝘁𝗮𝗻𝗱𝗮𝗿𝗱𝘀 𝘁𝗵𝗮𝘁 𝗴𝗼𝘃𝗲𝗿𝗻 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗼𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 𝗶𝗻 #𝗦𝗲𝗹𝗳...

Workflow orchestration of #SelfDrivingLabs was a hot topic at #Accelerate25. We now organize 2 dedicated workshops on this topic, more details can be found here: www.linkedin.com/posts/willig...
Please get in touch if you want to contribute and shape the future of self-driving labs!

What if labs discovered 10× faster—no human guesswork? SELF-DRIVING LABS: AI+robotics turn ideas into IPOs.First 200 replies get Ch.1 FREE.Reply “LAB” + tag a co-pilot! #SelfDrivingLabs #AI

From unlocking your inner fire with #ShaktiProtocol to leading the #DiscoveryEconomy with #SelfDrivingLabs! Grab the Premium PDF for $14.99 (sale ends 1/31/26). #AI #Innovation #TechRevolution t.co/5ShwNPd6oG

#SelfDrivingLabs @willigo09.bsky.social @aspuru.bsky.social

A hands-on tutorial on computer vision for chemistry coming out of @thematterlab.bsky.social in collaboration with @omarfarha.bsky.social ‘s lab led by Matter lab’s director of research @variniabernales.bsky.social

@accelerationc.bsky.social
#chemsky
#compchemsky #computervision #selfdrivinglabs

Presenting my poster at Accelerated Conference 2025 (@accelerationc.bsky.social) in Toronto next week!
I’ll be sharing PEGKi – a framework for gamified fidelity measurement & policy assignment in self-driving labs.

🧪 Poster 56 – Day 2 (Aug 12)

#AI #SelfDrivingLabs #MachineLearning #Accelerated2025

Self-Driving Labs Leverage AI to Discover New Materials 10 Times Faster "Recent breakthroughs in AI-powered self-driving labs are accelerating materials discovery by 10x, promising faster innovation and greater sustainability."

Unlocking the Future of Discovery: How AI-Powered Autonomous Labs Are Revolutionizing Science

#SelfDrivingLabs #AI #MaterialsScience #Innovation #Automation #Research #FactRage #FactRageNews

tglm.us/qs4jj

Shelby Newsad on the Venture Thesis for Autonomous Science How AI is changing biotech R&D and why Compound VC is betting on discovery infrastructure

🧪Ep2 of the in-silico podcast now out!

In this ep, we have Shelby Newsad at Compound VC on to talk about their recent autonomous science workshop and the venture thesis for #SelfDrivingLabs

ml4sci.substack.com/p/shelby-new...

Self-Driving Laboratories for Advanced Sustainable Materials Synthesis at University of Sheffield on FindAPhD.com PhD Project - Self-Driving Laboratories for Advanced Sustainable Materials Synthesis at University of Sheffield, listed on FindAPhD.com

If you are interested in #selfdrivinglabs like those reported in our recent publications and you'd like to do a PhD in the area, then you're in luck! We have a position in Sheffield (funded for UK students): www.findaphd.com/phds/project...

Call for Submissions - Call for Submissions Submit Here We cordially invite submissions for the AI4X 2025 conference, concerning all applications of artificial intelligence to natural science and finance. We welcome applica...

Submit your abstract, come to Singapore and listen to these futuristic talks!
📅 Dates: 8–11 July 2025
📍 Location: Singapore
🔗 Submit your abstract: ai4x.cc/submission/
#STEM #FutureOfScience #AI4X #AIforScience #selfdrivinglabs #AI

I’m delighted to have not one, but two important papers published this week! These papers funded by the EPSRC @ukri.org showcase our development of #selfdrivinglabs for polymer and nanoparticle synthesis at @universityofleeds.bsky.social and @sheffielduni.bsky.social .

Come to #accelerate25 the premier conference on #aiformaterials #selfdrivinglabs #chemsky Please RT

What do you optimize for? Depending on the objective function and how difficult it is to quantify the associated KPIs, it might be a great use case for #SelfDrivingLabs.

Copyright © International Society for Computational Biology 2024

@viprorok.bsky.social and @yzhaozz.bsky.social are looking for a postdoc to develop #SelfDrivingLabs for multiscale mapping of human tissue systems.

Apply now: careers.iscb.org/jobs/view/8959

#jobs @uoft.bsky.social

Copyright © International Society for Computational Biology 2024

🚨 Postdoc Opportunity! 🚨
Join us to develop an AI-powered self-driving lab for multiscale mapping of human tissue systems! 🧬🤖

Apply now: careers.iscb.org/jobs/view/8959

@donnellycentre.bsky.social @uoft.bsky.social
#AI #postdoc #job #bioimaging #accceleration #selfdrivinglabs

Stop the presses! Alex Zhavoronkov @elonverse.bsky.social is in the house. Let’s follow him and add him to the starter packs. #chemsky #drugdiscovery #ai #selfdrivinglabs

In collaboration with Oxford colleagues and led by @zijian-zhang.bsky.social @scao.me we made strides in Agent-driven #selfdrivinglabs ! Furthermore we applied them to #quantumcomputing merging two of my favorite fields! Check our preprint, and code.

Sounds great! Also just added you and @nwarren.bsky.social to the #SelfdrivingLabs #StarterPack here: go.bsky.app/Jq7EKC2

If anyone is curious as to what my idea was, here it is. We (@ram10861361.bsky.social, @aicooper.bsky.social, and Jeff) wanted to go for an artsy photo of our setup with the actual robot, instead of a cartoon for once 🧪🤖 And I'm proud to have taken/edited it! 📷 #Photography #ChemSky #SelfDrivingLabs

Huge thanks to Ayoob Ghalami for the opportunity to speak about Self-Driving Labs and related technologies in the safety professionals training course. Excited to collaborate on developing safe and innovative technologies that will shape the future of labs.
#SelfDrivingLabs #LabSafety #Acceleration

a black and white dog are looking at each other . ALT: a black and white dog are looking at each other .

Indeed! @willigo09.bsky.social hopefully can add you to the starter pack for #selfdrivinglabs so you people can find you.

My scholargoogler.com word cloud. Incredible service. #ChemSky #QuantumSky #SelfDrivingLabs #UniversityofToronto #UofT #VectorInsititute #AI #Materials #QuantumAlgorithms

Here is @willigo09.bsky.social ‘s starter pack on #selfdrivinglabs

go.bsky.app/Jq7EKC2