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Sunday 01 February 2026 12:59:40 GMT
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Demis Hassabis did a back-of-envelope calculation in a meeting. ⠀ Started asking simple questions. How many proteins exist in nature? 200 million. ⠀ How many computers would we need to fold them all? ⠀ How long per protein? If we folded one every 10 seconds? ⠀ Somewhere in the middle of that calculation, fiddling on his phone, it hit him. ⠀ It would be possible in a year. ⠀ That's when the strategic insight arrived. Why build servers? Why build databases? ⠀ Why build all the infrastructure of a traditional service platform? ⠀ If we could fold everything anyone could ever request or want, we could just put it all on a database for free. ⠀ Free for all scientists in the world to use. ⠀ That moment changed biology. ⠀ AlphaFold didn't become a service platform where researchers request protein structures. ⠀ It became a free resource. Almost every known protein structure predicted and available. ⠀ No paywalls. No gatekeeping. No infrastructure bottleneck. ⠀ Just open science. ⠀ Here's where this differs from how technology usually gets deployed. The default path is: build the service, monetize usage, constrain access. ⠀ Hassabis chose: solve the entire problem, release it free, accelerate science. What changes when you shift from
Demis Hassabis did a back-of-envelope calculation in a meeting. ⠀ Started asking simple questions. How many proteins exist in nature? 200 million. ⠀ How many computers would we need to fold them all? ⠀ How long per protein? If we folded one every 10 seconds? ⠀ Somewhere in the middle of that calculation, fiddling on his phone, it hit him. ⠀ It would be possible in a year. ⠀ That's when the strategic insight arrived. Why build servers? Why build databases? ⠀ Why build all the infrastructure of a traditional service platform? ⠀ If we could fold everything anyone could ever request or want, we could just put it all on a database for free. ⠀ Free for all scientists in the world to use. ⠀ That moment changed biology. ⠀ AlphaFold didn't become a service platform where researchers request protein structures. ⠀ It became a free resource. Almost every known protein structure predicted and available. ⠀ No paywalls. No gatekeeping. No infrastructure bottleneck. ⠀ Just open science. ⠀ Here's where this differs from how technology usually gets deployed. The default path is: build the service, monetize usage, constrain access. ⠀ Hassabis chose: solve the entire problem, release it free, accelerate science. What changes when you shift from "build a service people pay for" to "solve the problem completely and release it free"? ⠀ Credit: Demis Hassabis | Cleo Abram ⠀ 👉Follow or You May Never See Us Again ⠀ #AlphaFold #Biology #Science #Open #Breakthrough

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