content.raw: This is bitter lesson 2.0 
content.type: text
content.value: This is bitter lesson 2.0 
content.type: new_line
content.href: https://storage.googleapis.com/deepmind-media/Era-of-Experience%20/The%20Era%20of%20Experience%20Paper.pdf
content.raw: https://storage.googleapis.com/deepmind-media/Era-of-Experience%20/The%20Era%20of%20Experience%20Paper.pdf
content.type: link
content.type: new_line
content.type: new_line
content.raw: If this reads too lofty to you, consider some low-hanging fruits. Experiences here are reward signals we send to LLMs, e.g. human score in RLHF, verification in AlphaProof, or test results for code generation. 
content.type: text
content.value: If this reads too lofty to you, consider some low-hanging fruits. Experiences here are reward signals we send to LLMs, e.g. human score in RLHF, verification in AlphaProof, or test results for code generation. 
content.type: new_line
content.type: new_line
content.raw: RFT (reinforced finetuning) will become main stream, and IMO make LLMs behave more like agents.
content.type: text
content.value: RFT (reinforced finetuning) will become main stream, and IMO make LLMs behave more like agents.
rawContent: This is bitter lesson 2.0 
  https://storage.googleapis.com/deepmind-media/Era-of-Experience%20/The%20Era%20of%20Experience%20Paper.pdf
  
  If this reads too lofty to you, consider some low-hanging fruits. Experiences here are reward signals we send to LLMs, e.g. human score in RLHF, verification in AlphaProof, or test results for code generation. 
  
  RFT (reinforced finetuning) will become main stream, and IMO make LLMs behave more like agents.
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commentators._id: 663a18c876e6d5b98f3cc94d
commentators.avatarUrl: /avatars/faa2a47dbdd3bce6d47e0fbed6170627.svg
commentators.fullname: Alan Tseng
commentators.name: agentlans
commentators.type: user
commentators._id: 669dbd709a4bf63e08f1ddc2
commentators.avatarUrl: https://cdn-avatars.huggingface.co/v1/production/uploads/669dbd709a4bf63e08f1ddc2/aV10ZJPPzH5LbnHFZNqc7.png
commentators.fullname: Yi Cui
commentators.name: onekq
commentators.type: user