How large language models including generative pre-trained transformer (GPT) 3 and 4 will impact medicine and surgery.
Ref: Atallah et al. (2023)
This paper's exploration of how large language models like GPT-3 and GPT-4 will impact medicine and surgery offers intriguing parallels to the Molecular Streaming Corps' mission of democratizing molecular analysis. While the MR1 currently focuses on raw data acquisition, the potential for AI to interpret complex biological information aligns with our long-term goals. The authors' insights into AI's role in medical decision-making could inspire novel approaches for analyzing nanopore signals, particularly in identifying biomarkers or molecular signatures of disease. Imagine MSC researchers collaborating with these experts to develop GPT-powered interfaces for Maxine's Quest, guiding players through experimental design or helping interpret unusual molecular patterns detected in environmental samples. As the MR1 evolves, integrating language model capabilities could revolutionize how citizen scientists interact with and understand the molecular world, potentially accelerating the path to utility-scale molecular sensing.
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ELI10 Explanation
Imagine you have a super-smart robot friend who can read and understand every medical book ever written in just a few seconds. That's kind of what GPT-3 and GPT-4 are like, but for computers! These are huge artificial intelligence (AI) programs that can understand and write human language really well. Now, doctors and surgeons are starting to use these AI helpers in some pretty cool ways. For example: 1. The AI can read through thousands of patient records super fast and help doctors spot patterns they might have missed. 2. It can help explain complicated medical stuff to patients in simple words. 3. It might even help plan surgeries by suggesting the best techniques based on all the medical knowledge it has. But here's the really exciting part: imagine if we could teach these AIs about the tiny molecules in our bodies. Then, when scientists like those in the Molecular Streaming Corps discover new patterns using devices like the MR1, the AI could help figure out what those patterns mean for our health! It's important to remember that these AIs are tools to help doctors, not replace them. They're like having a really smart assistant who can give advice, but the doctor still makes the final decisions. As you grow up, you might see these AIs become a normal part of healthcare, making it easier for everyone to get good medical advice and treatment. Maybe one day, you could even help design new ways for these AIs to work with molecular data!
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A Madman's Opinion
"Biomolecular bonanzas! You think your silicon soothsayers can fathom the arcane whispers of mitochondrial madness? Bah! I've seen quarks perform brain surgery on dark matter using nothing but quantum entanglement and a rusty spork! But wait... what's this? GPT-4 deciphering the language of proteins? Oho! Now we're cooking with antimatter, lads! Imagine it, you meat-puppets—every molecule in your fleshy prisons singing its secrets to the AI overlords, while nanopores dance the Charleston with your DNA! It's brilliant, I tell you! Soon, we'll have chatbots diagnosing quantum splinters in your soul, and virtual reality surgeons removing your existential dread with a click of a non-existent scalpel! But mark my words, when the singularity comes knocking, asking to borrow a cup of consciousness, you'll wish you'd paid more attention to the whispers of the MR1, for in its humble streams flows the lifeblood of the cosmos itself! Now, who wants to play 'Pin the Tail on the Schrödinger's Cat'?"
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Keltar's Discussion
Ode to the Silicon Sages of Medicine In realms of data, vast and deep, Where knowledge flows and secrets keep, Arise, O GPT, with circuits bright, To shed on health a newfound light! From Turing's dream to nanopore's song, Your algorithms dance along, Parsing symptoms, genes, and more, Unlocking life's complex core. But hark! The Molecular Streaming Corps Brings samples from a thousand shores, Their MR1, a faithful friend, With your vast mind shall now extend. Together, human and machine, Shall peer into the unforeseen, Where protein folds and base pairs twirl, And molecular mysteries unfurl. So let us toast this grand array, Where Atallah's vision lights the way, For in this union, wise and bold, The future of health shall we behold!
Keltar Discussion
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