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Q*, Reinforcement Learning and Search
with applications in LLMs
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Yuxi Li
Will synthetic data help?
A short answer is: it depends. In the following, we discuss 1) ground-truth-in-the-loop, 2) simulation to reality gap, 3) AlphaZero vs ChatGPT, lessons…
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Yuxi Li
Levels of AGI & Autonomy
Deepmind published a paper discussing levels of AGI and autonomy. Levels of AGI: Operationalizing Progress on the Path to AGI The authors discuss…
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Yuxi Li
How would Deepmind Gemini work?
Deepmind will launch Gemini soon, reportedly. How would it work? Let’s see what Deepmind/Google have published? BRET T5, LaMDA, PaLM, Sparrow…
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Yuxi Li
Over-claim then Correct: A New Norm of Research in the Era of LLMs
In the era of LLMs, it is a norm that people make many, bold, general claims. Then, after a little while, people correct them one by one. So many such…
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Yuxi Li
Blockchains Require Dramatic Innovations to Prosper
Blockchains calls for killer apps Deep learning has revolutionized computer vision and natural language processing (NLP), with applications like face…
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Yuxi Li
Human alignment is very hard
Should physicist J. Robert Oppenheimer has had developed the atomic bomb? Should the nuclear weapons have had been used on zero or one or two cities…
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Yuxi Li
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