AI can analyze DNA sequences. But can it design an entire molecular cloning experiment?
Introducing BenchBench-Cloning, our new benchmark that evaluates leading AI models on 65 real-world molecular cloning tasks.
Get the results and preprint: benchling.com/blog/how-good-…
Introducing BenchBench-Cloning, our new benchmark that evaluates leading AI models on 65 real-world molecular cloning tasks.
Get the results and preprint: benchling.com/blog/how-good-…
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New from Benchling and @NVIDIAAI:
Scientists and AI agents will be able to access RFD4-Proteina for generative protein design through Benchling Model Hub.
benchling.com/blog/building-…
Scientists and AI agents will be able to access RFD4-Proteina for generative protein design through Benchling Model Hub.
benchling.com/blog/building-…
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Agentic lab-in-the-loop will only happen when dry lab computation and wet lab experimentation come together.
See what we’re building with @NVIDIAAI. benchling.com/blog/building-…
See what we’re building with @NVIDIAAI. benchling.com/blog/building-…
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We teamed up with @NVIDIAAI to post-train Nemotron 3.5 Super VL on scientific protocol data.
It outperformed comparable closed models in troubleshooting and optimizing lab experiments, at a remarkably low cost, representing a promising path for R&D teams to build specialized intemize and improve over time with their own data. benchling.com/blog/building-…
It outperformed comparable closed models in troubleshooting and optimizing lab experiments, at a remarkably low cost, representing a promising path for R&D teams to build specialized intemize and improve over time with their own data. benchling.com/blog/building-…
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With Science Foundries, teams of agents handle routine work and surface insights, while scientists review, approve, and make the final calls.
See how it works in this Antibody Discovery Foundry walkthrough with Benchling’s @nlarusstone.
benchling.com/blog/introduci…
See how it works in this Antibody Discovery Foundry walkthrough with Benchling’s @nlarusstone.
benchling.com/blog/introduci…
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Benchling Chemistry is officially GA.
Capture structured reaction data, calculate stoichiometry automatically, and run ADMET predictions to your heart’s content. benchling.com/blog/benchling…
Capture structured reaction data, calculate stoichiometry automatically, and run ADMET predictions to your heart’s content. benchling.com/blog/benchling…
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Introducing Direct Data Share.
Keep your scientific data in sync between Benchling and @Snowflake, without building custom data pipelines.
Now available in beta: benchling.com/blog/direct-da…
Keep your scientific data in sync between Benchling and @Snowflake, without building custom data pipelines.
Now available in beta: benchling.com/blog/direct-da…
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Just announced at Benchtalk: Science Foundries.
Foundries bring together specialized agents and models to run entire scientific processes, whether it’s protein production, assay development, or lead optimization.
A team of agents handles tasks and coordinates handoffs, while he important decisions.
More from Benchling’s @nlarusstone: benchling.com/blog/introduci…
Foundries bring together specialized agents and models to run entire scientific processes, whether it’s protein production, assay development, or lead optimization.
A team of agents handles tasks and coordinates handoffs, while he important decisions.
More from Benchling’s @nlarusstone: benchling.com/blog/introduci…
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Automate your daily to-do list with Benchling AI.
Set up an agent to review your tasks, suggest priorities, and pull in updates from related work, all before you log in each morning.
Set up an agent to review your tasks, suggest priorities, and pull in updates from related work, all before you log in each morning.
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Plan it, run it, and record it — automatically.
Plates are now supported in Benchling Automation, so you can plan and execute plate transfers from your Notebook, pull instrument data back into Benchling, and record to your inventory.
Plates are now supported in Benchling Automation, so you can plan and execute plate transfers from your Notebook, pull instrument data back into Benchling, and record to your inventory.
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Build it with Benchling AI. Then share it with your team.
Now you can save dashboards and other artifacts directly to a project, so your team can use them too.
Now you can save dashboards and other artifacts directly to a project, so your team can use them too.
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Vibe coding for scientists is here.
Build your own interactive hit picking tool with a single prompt.
Build your own interactive hit picking tool with a single prompt.
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Ask Benchling AI to build a weekly update agent that runs every Monday. It can sum up what's done, what's in motion, and what needs your attention.
Save the agent once, share access with your team, and everyone benefits from the same automation.
Save the agent once, share access with your team, and everyone benefits from the same automation.
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Hands-free data capture is here.
Now you can talk to Benchling AI instead of typing out every question or instruction.
Now you can talk to Benchling AI instead of typing out every question or instruction.
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Build it once, then run it again and again.
Use Benchling AI to build a workflow that automatically turns raw instrument data into analyzed results. Save it as a template, then reuse it on your next dataset.
Use Benchling AI to build a workflow that automatically turns raw instrument data into analyzed results. Save it as a template, then reuse it on your next dataset.
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Another job for Benchling Agents: inventory management.
Set up an Agent to automatically track reagent usage, flag trends, and forecast what you’ll need next.
Set up an Agent to automatically track reagent usage, flag trends, and forecast what you’ll need next.
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Switch to “full actions” mode to let Benchling AI take actions for you, whether that’s creating notebook entries or registering samples.
See how it takes a shipment manifest and turns it into a set of prefilled receipt entries.
See how it takes a shipment manifest and turns it into a set of prefilled receipt entries.
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From HPLC data to chromatograms, just like that.
Set up the workflow once, and Benchling automatically processes and analyzes your instrument data the same way every time. benchling.com/automation?utm…
Set up the workflow once, and Benchling automatically processes and analyzes your instrument data the same way every time. benchling.com/automation?utm…
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What if AI could check every new study against what your org already knows?
With Benchling Agents, it can.
Build an Agent, choose when it runs, and let it take action automatically. A Study Design Review Agent can compare new studies against past work and flag potential begins.
What will you build? benchling.com/blog/introduci… #AIForScientists
With Benchling Agents, it can.
Build an Agent, choose when it runs, and let it take action automatically. A Study Design Review Agent can compare new studies against past work and flag potential begins.
What will you build? benchling.com/blog/introduci… #AIForScientists
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Introducing Benchling Agents, the next step toward giving every scientist an infinite program team.
Build an Agent in minutes to monitor your work and automatically take action, like a proactive lab partner.
That could mean:
✔️ Checking study designs against past studies
✔️ inventory
✔️ Processing CRO data as it arrives
What will your Agent do?
See how it works: benchling.com/blog/introduci… #AIForScientists
Build an Agent in minutes to monitor your work and automatically take action, like a proactive lab partner.
That could mean:
✔️ Checking study designs against past studies
✔️ inventory
✔️ Processing CRO data as it arrives
What will your Agent do?
See how it works: benchling.com/blog/introduci… #AIForScientists
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Now chemists can sketch single-step reactions directly in Benchling, calculate stoichiometry, and capture resulting products, all while keeping molecules and their synthesis history connected to the broader scientific record. benchling.com/blog/benchling…
See it in action next week join the @cenmag webinar on Sept 1: acs.org/events/all-eve…
See it in action next week join the @cenmag webinar on Sept 1: acs.org/events/all-eve…
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We’re bringing chemistry and biology together in Benchling.
Now, chemists can model and capture single-step synthesis, automatically calculate stoichiometry, and account for salts and solvates, all on one unified R&D platform.
As R&D increasingly crosses the boundaries between biology ed one connected, structured data foundation.
And we’re just getting started. benchling.com/blog/benchling…
Now, chemists can model and capture single-step synthesis, automatically calculate stoichiometry, and account for salts and solvates, all on one unified R&D platform.
As R&D increasingly crosses the boundaries between biology ed one connected, structured data foundation.
And we’re just getting started. benchling.com/blog/benchling…
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Starting today, @EliLillyandCo's TuneLab models are available in Benchling.
Lilly turned decades of proprietary R&D data into models its own scientists use daily. Those models are now available in Benchling's Model Hub, including:
✔️ AbLab: input antibody sequences, get deve✔️ ChemLab: input a SMILES string, get ADMET predictions
With TuneLab, scientists are saving weeks by flagging candidates unlikely to perform well before they ever reach the lab.
Get access: benchling.com/blog/lilly-tun… #BenchlingAI #AIForScientists
Lilly turned decades of proprietary R&D data into models its own scientists use daily. Those models are now available in Benchling's Model Hub, including:
✔️ AbLab: input antibody sequences, get deve✔️ ChemLab: input a SMILES string, get ADMET predictions
With TuneLab, scientists are saving weeks by flagging candidates unlikely to perform well before they ever reach the lab.
Get access: benchling.com/blog/lilly-tun… #BenchlingAI #AIForScientists
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Can LLMs work in the wet lab?
There weren’t great benchmarks to answer that. So we did the research ourselves.
Today, we published results from BenchBench-Protocol, a benchmark built from thousands of real-world experiments, testing whether models can troubleshoot and optimize expert scientists.
Get the results and preprint: benchling.com/blog/can-llms-…
There weren’t great benchmarks to answer that. So we did the research ourselves.
Today, we published results from BenchBench-Protocol, a benchmark built from thousands of real-world experiments, testing whether models can troubleshoot and optimize expert scientists.
Get the results and preprint: benchling.com/blog/can-llms-…
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Vibe coding has entered the lab.
Now available in Benchling, scientists can build and share applications across their R&D org. No need for IT, customizing software, or waiting.
It's speed and flexibility, without sacrificing the rigor and reproducibility that science demands. benchling.com/blog/vibe-codi…
Now available in Benchling, scientists can build and share applications across their R&D org. No need for IT, customizing software, or waiting.
It's speed and flexibility, without sacrificing the rigor and reproducibility that science demands. benchling.com/blog/vibe-codi…
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🐁📊 Analyze your in vivo data in minutes with #BenchlingAI.
Just ask: “Summarize tumor response across tissue types, after normalizing AUC distributions per tissue.”
Try it out today: benchling.com/ai/data-analys…
#AIForScientists ✨
Just ask: “Summarize tumor response across tissue types, after normalizing AUC distributions per tissue.”
Try it out today: benchling.com/ai/data-analys…
#AIForScientists ✨
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Science moves faster with AI built for scientists.
Benchling AI understands scientific context and helps you search the literature, import data, analyze experiments, create presentations, and more — all in the flow of your research.
Now available for academics.
Learn about to every scientist: benchling.com/blog/ai-for-ev…
#AIForScientists
Benchling AI understands scientific context and helps you search the literature, import data, analyze experiments, create presentations, and more — all in the flow of your research.
Now available for academics.
Learn about to every scientist: benchling.com/blog/ai-for-ev…
#AIForScientists
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Too much compute might actually be slowing innovation down.
Lindsay Edwards, CTO of @RelationRx, argues that when companies have 10,000 GPUs to throw at a problem, they lose the discipline that drives real breakthroughs.
On #Transcribed, he talks about building AI that gy: benchling.com/transcribed/li…
Lindsay Edwards, CTO of @RelationRx, argues that when companies have 10,000 GPUs to throw at a problem, they lose the discipline that drives real breakthroughs.
On #Transcribed, he talks about building AI that gy: benchling.com/transcribed/li…
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Your best AI workflows shouldn't live in one person's chat history.
Build Benchling AI Skills, share them with your team, and update once to apply everywhere. Standardize your team’s processes, even as workflows evolve.
Try it out today: benchling.com/ai?utm_source=…
#AIForScientists ✨
Build Benchling AI Skills, share them with your team, and update once to apply everywhere. Standardize your team’s processes, even as workflows evolve.
Try it out today: benchling.com/ai?utm_source=…
#AIForScientists ✨
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How do you get to $1.3B in business development deals? Kate Haviland, former CEO at @BlueprintMeds, explains why it all starts with relationship-building.
🎙️ Watch the conversation: benchling.com/transcribed/ka…
🎙️ Watch the conversation: benchling.com/transcribed/ka…
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⚡ Turn your process development data into actionable insights with #BenchlingAI.
Just ask: “Which bioprocess parameter drives the biggest increase in titer?”
Try it out today: benchling.com/ai/data-analys…
#AIForScientists ✨
Just ask: “Which bioprocess parameter drives the biggest increase in titer?”
Try it out today: benchling.com/ai/data-analys…
#AIForScientists ✨
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Pro tip: Turn your Python or SQL scripts into Benchling AI Skills. Upload a script once, then ask the agent to run it whenever you need it.
Less repetitive work, more time for science. Try it out! #AIForScientists
Less repetitive work, more time for science. Try it out! #AIForScientists
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Do you have a lab meeting coming up? Ask Benchling AI to generate a PowerPoint presentation to quickly summarize results and generate visualizations of your data.
Try it out today: benchling.com/ai?utm_source=… #AIForScientists
Try it out today: benchling.com/ai?utm_source=… #AIForScientists
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With Benchling, structure prediction is as simple as asking an AI agent.
Scientists can run predictions directly where they already work, including for complex multimers and protein–ligand folding. benchling.com/blog/benchling… #AIForScientists
Scientists can run predictions directly where they already work, including for complex multimers and protein–ligand folding. benchling.com/blog/benchling… #AIForScientists
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"That’s not gonna work." That's what experienced chemists said when AI kept ranking one motif at the top.
But they followed through anyway, and it became @Terray_Tx's leading program.
On #Transcribed, Terray’s CEO Jacob Berlin explains when to trust AI — and why human judgment t.co/TBejguxiHz
But they followed through anyway, and it became @Terray_Tx's leading program.
On #Transcribed, Terray’s CEO Jacob Berlin explains when to trust AI — and why human judgment t.co/TBejguxiHz
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Structure prediction has been around for years. Why isn’t everyone using it? Because it needs to be easy to run, scalable, and simple to interpret.
Today, Benchling AI changes that. Scientists can now use AI agents to run and analyze complex structure predictions with just a RvrStCsE
Today, Benchling AI changes that. Scientists can now use AI agents to run and analyze complex structure predictions with just a RvrStCsE
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How much time do you spend turning experimental data into presentation-ready charts?
Benchling AI can now generate visualizations directly in chat and save them to notebook entries for easier review and documentation. #AIForScientists
Benchling AI can now generate visualizations directly in chat and save them to notebook entries for easier review and documentation. #AIForScientists
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📈 Analyze your experimental data in minutes with #BenchlingAI.
Just ask: “Compare dose-response curves for these compounds. Show IC50s, means with error bars, and analyze variability.”
Try it out today: benchling.com/ai/data-analys…
#AIForScientists ✨
Just ask: “Compare dose-response curves for these compounds. Show IC50s, means with error bars, and analyze variability.”
Try it out today: benchling.com/ai/data-analys…
#AIForScientists ✨
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That massive data estate your company has been sitting on? It's probably not worth what you think, says Lindsay Edwards, CTO of @RelationRx.
On #Transcribed, Lindsay makes the case that biology's measurement problem means most legacy data is effectively unusable for ML — and building a clean, consistent dataset from scratch starting today.
🎙️ Watch the interview: benchling.com/transcribed/li…
On #Transcribed, Lindsay makes the case that biology's measurement problem means most legacy data is effectively unusable for ML — and building a clean, consistent dataset from scratch starting today.
🎙️ Watch the interview: benchling.com/transcribed/li…
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AI is breaking the assumptions traditional security was built on. Our new CISO & CIO Chad Kalmes argues that the future isn't about "containment."
Security in the age of AI agents looks radically different. It comes down to contextual authorization, behavioral provenance, and trusayer. benchling.com/blog/introduci…
Security in the age of AI agents looks radically different. It comes down to contextual authorization, behavioral provenance, and trusayer. benchling.com/blog/introduci…
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Need a faster way to visualize your experiments?
Benchling AI can generate diagrams of scientific workflows and experiments from a single prompt. #AIForScientists
Benchling AI can generate diagrams of scientific workflows and experiments from a single prompt. #AIForScientists
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Scientists told us they were copying SQL queries out of Benchling AI responses to reuse them later. So we made it easier!
Now you can save AI-generated SQL queries directly to a new or existing dashboard. #AIForScientists
Now you can save AI-generated SQL queries directly to a new or existing dashboard. #AIForScientists
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Hot take: AI hypothesis generation isn’t useful if it only reasons over published literature. Most of what a biotech company knows never gets published.
That’s why we built hypothesis generation differently.
Benchling AI now reasons over your institutional data and the the same time, so hypotheses are grounded in your actual science. Try it out! benchling.com/blog/ai-read-2…
That’s why we built hypothesis generation differently.
Benchling AI now reasons over your institutional data and the the same time, so hypotheses are grounded in your actual science. Try it out! benchling.com/blog/ai-read-2…
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📄 Import vendor CoAs in minutes with #BenchlingAI.
Just ask: “Import this CoA and register the lot with test name, specification, and result fields mapped to the Raw Material Lot schema.”
Try it out today: benchling.com/ai/data-import… #AIForScientists ✨
Just ask: “Import this CoA and register the lot with test name, specification, and result fields mapped to the Raw Material Lot schema.”
Try it out today: benchling.com/ai/data-import… #AIForScientists ✨
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Benchling is a launch partner for the Boltz API!
Customers can access @boltz_bio's library of proprietary models for protein and small molecule workflows, directly from their existing Benchling tenant.
This is really exciting:
⚡ Boltz has extended their open source models to ty like protein library screening, protein-protein binding affinity predictions, and more
⚡ Use your Benchling credits with the Boltz API. It’s one payment channel between Benchling Models and the Boltz API
Get early access: airtable.com/appiZaByhWLvIV…
Customers can access @boltz_bio's library of proprietary models for protein and small molecule workflows, directly from their existing Benchling tenant.
This is really exciting:
⚡ Boltz has extended their open source models to ty like protein library screening, protein-protein binding affinity predictions, and more
⚡ Use your Benchling credits with the Boltz API. It’s one payment channel between Benchling Models and the Boltz API
Get early access: airtable.com/appiZaByhWLvIV…
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Plan the perfect next experiment, in minutes. With Benchling AI's new Experimental Design skill, scientists can now:
✔️ Identify which variables actually drive results
✔️ Optimize conditions with confidence
✔️ Set up experiments with the right controls and metadata — generating start
✔️ Get AI-powered recommendations for what to test next
Design the right experiment faster, right in your workspace. benchling.com/ai/experimenta… #AIForScientists
✔️ Identify which variables actually drive results
✔️ Optimize conditions with confidence
✔️ Set up experiments with the right controls and metadata — generating start
✔️ Get AI-powered recommendations for what to test next
Design the right experiment faster, right in your workspace. benchling.com/ai/experimenta… #AIForScientists
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Scientists shouldn't have to spend days turning data into decks.
With Benchling AI, you can generate analyses, visualizations, summaries, and even a presentation-ready PowerPoint from your data, in minutes. #AIForScientists
With Benchling AI, you can generate analyses, visualizations, summaries, and even a presentation-ready PowerPoint from your data, in minutes. #AIForScientists
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Introducing the new Benchling AI, now built directly inside the notebook where scientists already work.
Now scientists can import data, run analyses, draft reports, build presentations, and more — all from within their notebook.
Try it out today, or read more: benchling.com/blog/the-eln-i…
Now scientists can import data, run analyses, draft reports, build presentations, and more — all from within their notebook.
Try it out today, or read more: benchling.com/blog/the-eln-i…
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