Tweets about the biotech industry, science, progress, and innovation | founder @Convokebio

Joined August 2016
389 Photos and videos
Alex Telford retweeted
Incredible #ASCO26 moment. Dr. Brian Wolpin, presenter of the daraxonrasib study, received a standing ovation DURING his talk after he stated the survival benefit for PDAC patients. It was sustained. Cheering. I have never see anything like it in the middle of a talk. $RVMD
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Alex Telford retweeted
This is amazing. We need so many more biotechs in the world to address these diseases.
Today we're publishing our index of unmet needs in human disease: 2443 indications scored and ranked on burden of disease, prevalence, pipeline activity, and treatment burden. We hope this will help drug developers identify overlooked medical problems convoke.bio/blog/introducing…
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Alex Telford retweeted
Biology is one of the most interesting domains where I'm seeing AI being applied. @Convokebio is hosting a small event with lightning talks to introduce the space to a technical audience without a bio background. There's a few spots left, DM me if you'd like to be added.
We ran an experiment to see if LLMs could help map, identify, and prioritize unmet medical needs across thousands of diseases. I've found it pretty educational to browse through; I've worked in biopharma for a while now and there are still so many big problems I've never heard of
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We ran an experiment to see if LLMs could help map, identify, and prioritize unmet medical needs across thousands of diseases. I've found it pretty educational to browse through; I've worked in biopharma for a while now and there are still so many big problems I've never heard of
Today we're publishing our index of unmet needs in human disease: 2443 indications scored and ranked on burden of disease, prevalence, pipeline activity, and treatment burden. We hope this will help drug developers identify overlooked medical problems convoke.bio/blog/introducing…
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Check out the index here: insights.convoke.bio/unmet-n…

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Alex Telford retweeted
I'm joining the OpenAI Foundation to lead the Life Sciences & Curing Diseases program. We're starting with three areas of grantmaking: * AI for Alzheimer's * Public Data for Health * Accelerating Progress on High-Mortality and High-Burden Diseases Time to get to work!
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Alex Telford retweeted
Going Founder Mode On Cancer centuryofbio.com/p/sid Sid Sijbrandij is a generational founder. He founded and led GitLab, one of the largest remote companies in the world, from idea-stage startup to NASDAQ-listed software giant. But in 2022, a six centimeter mass growing from his upper spine threatened to end all of that. He had cancer. What happened next is nothing short of remarkable. Sid went founder mode on his care journey. In the years since, he's deployed cutting-edge genomics to profile his disease. Based on this data, he's developed a growing armamentarium of personalized therapies. As a result, his disease is now undetectable. A simplistic version of this story could be, “Wow! A brilliant billionaire seemingly cured his cancer. Good for him!” But as I’ve gotten to know Sid, it’s become abundantly clear to me that there is more to the story than that. In an in-depth profile for The Century of Biology, I explore Sid's journey and what this might mean for the future of cancer care.
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29 Dec 2025
There's no guarantee that Kendall square is going to remain a biotech hub. Every 20-30 years or so a new industry has replaced the previously dominant one; before biotech it was AI, before that it was minicomputers, hard candy, and soap
A life-sciences job in Boston used to be a sure path to a high-paying career, but empty labs and unemployed grads now herald tougher times in the city on.wsj.com/44PnfEl
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7 Dec 2025
Dave Ricks on @stripe's podcast is the best pharma exec interview I've listened to in a good while. My notes on the conversation, Lilly's DTC strategy, and how they're using the capital influx from GLP-1s to build a new type of pharma business model: atelfo.github.io/2025/12/07/…
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Alex Telford retweeted
2 Oct 2025
Ask not why would you work in biology, but rather: why wouldn't you? owlposting.com/p/ask-not-why… openai/gemini gave this essay an A- for evocative imagery. claude gave it a C- for being emotionally manipulative. both are probably right. i feel a little sick re-reading it
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28 Sep 2025
Thinking about this paper again today as I try to get GPT-5 to clean up some overwrought code
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Alex Telford retweeted
25 Sep 2025
Very proud of this episode of IDEA Collider, with Alex Telford @Atelfo, co-founder of @Convokebio... Real, deep insights into how AI is currently delivering value to pharma/ biotech... lnkd.in/e4tErw-W
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Alex Telford retweeted
18 Sep 2025
🚀 Works in Progress Issue 20 is now live! · Sulphur dioxide as sunscreen for the Earth · Why science needs outsiders · How UVC light could eliminate the common cold · RIVERS ARE NOW BATTLEFIELDS · Repeating France's gigantic nuclear buildout Read it all at worksinprogress.co/ Sept — 2025. Chinese dams threaten the water of two billion people. Rivers are now battlefields. @ConnorTabarrok writes on how dams became a weapon of geopolitics, and how solar power could fight back. worksinprogress.co/issue/riv… Modern germicidal light can make indoor air safe at scale in the same way we have with water, says @GavrielKlw. The common cold and winter flu might soon be behind us: worksinprogress.co/issue/the… Volcanoes cool the earth by emitting sulphur dioxide. We may be able to stop the worst climate change by copying them and carefully injecting small amounts of sulfur into the stratosphere. worksinprogress.co/issue/sun… Antibodies are used to treat autoimmune diseases, cancers, infectious diseases, and snakebites. How can we make them even cheaper and more abundant, asks @Atelfo? worksinprogress.co/issue/how… Science needs outsiders to progress. But every institution we have set up in recent decades has been designed to protect incumbents and keep trespassers out. We need to change that. worksinprogress.co/issue/why… Plus: Why 'systems thinking' is mumbo-jumbo, and how we can copy France's magnificent nuclearisation. Only in Issue 20 of Works in Progress. worksinprogress.co/
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Alex Telford retweeted
18 Sep 2025
Amazing... I subscribed to this this morning, and who should I see there? Posted today, @Atelfo! How to make an antibody Antibody therapies are four of the world’s ten best selling drugs. If they were cheaper, they could prevent millions of deaths from rabies, malaria, and dengue. worksinprogress.co/issue/how…
18 Sep 2025
🚀 Works in Progress Issue 20 is now live! · Sulphur dioxide as sunscreen for the Earth · Why science needs outsiders · How UVC light could eliminate the common cold · RIVERS ARE NOW BATTLEFIELDS · Repeating France's gigantic nuclear buildout Read it all at worksinprogress.co/ Sept — 2025. Chinese dams threaten the water of two billion people. Rivers are now battlefields. @ConnorTabarrok writes on how dams became a weapon of geopolitics, and how solar power could fight back. worksinprogress.co/issue/riv… Modern germicidal light can make indoor air safe at scale in the same way we have with water, says @GavrielKlw. The common cold and winter flu might soon be behind us: worksinprogress.co/issue/the… Volcanoes cool the earth by emitting sulphur dioxide. We may be able to stop the worst climate change by copying them and carefully injecting small amounts of sulfur into the stratosphere. worksinprogress.co/issue/sun… Antibodies are used to treat autoimmune diseases, cancers, infectious diseases, and snakebites. How can we make them even cheaper and more abundant, asks @Atelfo? worksinprogress.co/issue/how… Science needs outsiders to progress. But every institution we have set up in recent decades has been designed to protect incumbents and keep trespassers out. We need to change that. worksinprogress.co/issue/why… Plus: Why 'systems thinking' is mumbo-jumbo, and how we can copy France's magnificent nuclearisation. Only in Issue 20 of Works in Progress. worksinprogress.co/
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18 Sep 2025
Monoclonal antibodies are still underrated as a drug technology and will likely be the next modality after small molecules to scale globally and make an impact on long-standing scourges like malaria and snakebite
18 Sep 2025
Great piece by @Atelfo Antibody treatment is over a century old, when Behring & Kitasato made an early 'vaccine' against diphtheria. Back then, they came from injecting animals with toxins. Today they're produced by cells in steel tanks and treat millions. How did we get here?
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Alex Telford retweeted
31 Aug 2025
Tech has produced several trillion-dollar companies. Biotech has produced none. If I were completely impartial to what disease I treat or what modality I use, could any of the existing company-building strategies create a trillion-dollar outcome? This essay is a set of musings on the mental models behind building successful biotechs, on what might get the industry off “hard mode,” and on why age-related diseases are probably pharma’s only real salvation - yet also the place where most of our existing lessons are of no use. (link in comments)
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Alex Telford retweeted
19 Aug 2025
Congrats on the launch of most recent @_DimensionCap co @Convokebio! @Atelfo @okaymaged and @VelagapudiVikas are an incredible team building an AI operating system for life science. From data ingestion, to clinical insights, to program tracking, Convoke allows customers to build AI native workflows for their most important projects.
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Alex Telford retweeted
I'm extremely excited to be partnering with Alex Telford (@Atelfo), Maged Korga Ahmed, @VelagapudiVikas, @merobiotech, and team as they build @Convokebio! AI/ML tooling will undoubtedly supercharge biotech's ability to develop drug candidates more quickly and inexpensively than ever before. It will also create new bottlenecks. @Convokebio is uniquely positioned to tackle a different part of the biotech value chain: decision-making. From competitive intelligence to pipeline prioritization to clinical trial strategy, so much of successful drug development occurs outside of generative molecular design. Convoke aims to provide the underlying digital infrastructure to empower burgeoning biotechs and established pharma teams alike with next-generation capabilities for making these key decisions. If you're an engineer, scientist, or operator compelled to work on high-value AI/ML use cases in drug development, reach out to me or @Atelfo! If you're curious, but want to understand more about the information required to make these high-stakes decisions inside a biotech/pharma company, check out our recent whitepaper on Target Product Profiles: research.dimensioncap.com/p/…
19 Aug 2025
We've raised $8.6m to build leading AI tools for the biopharma industry! Our seed financing was led by @kleinerperkins and @_DimensionCap , with participation from @ACME, @CommaCapital, @Liquid2V, @notboringco, @AudaciousHQ, @Lux_Capital, and leaders in AI and biotechnology
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Alex Telford retweeted
Thrilled to partner with @Convokebio as they transform how biopharma knowledge work gets done. By unifying fragmented data automating high-stakes deliverables, Convoke is helping medicines reach patients faster. Excited to work with @Atelfo, Maged & Vikas on this important mission. kleinerperkins.com/perspecti…
19 Aug 2025
We've raised $8.6m to build leading AI tools for the biopharma industry! Our seed financing was led by @kleinerperkins and @_DimensionCap , with participation from @ACME, @CommaCapital, @Liquid2V, @notboringco, @AudaciousHQ, @Lux_Capital, and leaders in AI and biotechnology
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Alex Telford retweeted
19 Aug 2025
Morning. On today’s show: – Chamath is SPAC – @petedejoy (Astronomer) Yes, that Astronomer – @marty_kausas (Pylon) on $31M Series B – @m_franceschetti (Eight Sleep) on $100M raise – @abude_al_asaad (Basic Capital) on $25M Series A – @derek_t_lo (Medallion) on $43M raise and CredAlliance – @atelfo (Convoke) on bringing drugs to patients faster See you all on the stream.
19 Aug 2025
Chamath is SPAC! | Tuesday, August 19th x.com/i/broadcasts/1kvJpMPqO…
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