Row 6991

Row ID: 6991 | Dataset Entry | Axioma AXP Content Repository

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After having done a lot of work in deep learning (close to 9+ years), I'm worried that going forward, whatever ML work I do in my current company (it's not a very specialized domain at all) will be reduced to calling GPT-4 and similar models. While I understand that these foundation models may have limitations, they are very very good at what the business wants. I wanna build models and diagnose them. I don't wanna be a so called api caller or a prompt engineer.

Can you please suggest some fields or industries that are semi or mostly immune to GenAI penetration?

My personal favorite field of interest in AI is in AI for the natural sciences. Other than AI, I've done some work as a masters student in remote sensing and satellite communication. I love math and physics.

Note--I love generative deep learning (models and methods like diffusion models, variational inference etc), not prompt engineering.. :/

FieldValue
text After having done a lot of work in deep learning (close to 9+ years), I'm worried that going forward, whatever ML work I do in my current company (it's not a very specialized domain at all) will be reduced to calling GPT-4 and similar models. While I understand that these foundation models may have limitations, they are very very good at what the business wants. I wanna build models and diagnose them. I don't wanna be a so called api caller or a prompt engineer. Can you please suggest some fiel…
label r/datascience
dataType post
communityName r/datascience
datetime 2024-05-14
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{
  "text": "After having done a lot of work in deep learning (close to 9+ years), I'm worried that going forward, whatever ML work I do in my current company (it's not a very specialized domain at all) will be reduced to calling GPT-4 and similar models. While I understand that these foundation models may have limitations, they are very very good at what the business wants. I wanna build models and diagnose them. I don't wanna be a so called api caller or a prompt engineer.\n\nCan you please suggest some fields or industries that are semi or mostly immune to GenAI penetration?\n\nMy personal favorite field of interest in AI is in AI for the natural sciences. Other than AI, I've done some work as a masters student in remote sensing and satellite communication. I love math and physics.\n\n  \nNote--I love generative deep learning (models and methods like diffusion models, variational inference etc), not prompt engineering.. :/",
  "label": "r/datascience",
  "dataType": "post",
  "communityName": "r/datascience",
  "datetime": "2024-05-14",
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}
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