5/5
it has been a drudge°hard word to get work done°hard word.
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the end-goal°hard word is within°hard word sight. one more round of prompt-tuning°hard word, a $1 gpt°hard word-4.1-nano°hard word run, and some rounds of "LLM°hard word consensus°hard word checking".
the goal°hard word then°hard word becomes applications.
- LLM°hard word benchmarks°hard word. 🔥 use the machine to feed the machine 💡 "which word has this definition°hard word" questions will be possible at some point. but not°hard word yet°hard word.
- Elementary°hard word education. 💡 which words should a 3rd°hard word/5th°hard word grader°hard word know? be studying? ⚙️ so far no useful°hard word progress on "how easy/hard is it to spell this word"
- Second-language°hard word learning. 💡 a "which is the Chinese°hard word for this word in this sentence" app.
- Text°hard word difficulty°hard word. A smarter°hard word metric°hard word than Flesch-Kincaid°hard word.
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The "cosine°hard word similarity°hard word" question of "how similar are these word definitions°hard word" is not°hard word yet°hard word solved°hard word. I'm°hard word not°hard word sure I can solve°hard word it.
I can test it; I have several ways of generating°hard word embeddings°hard word. And (probably) these can include°hard word a sentence as°hard word context°hard word.
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I also have no solutions for the "group different word-forms°hard word with the same meaning". For jump, jumps, jumped, for example.
This would be a much more substantial problem for more highly-conjugated°hard word languages. With English°hard word, it is almost avoidable°hard word.
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Around word 5000, i am seeing raft°hard word, yield°hard word, algebra°hard word, and pizza.
This seems correct enough? "Algebra°hard word" is more common in encyclopedic°hard word contexts°hard word, and "pizza" doesn't°hard word show up in the 19th°hard word century corpus°hard word at all.
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But, as°hard word far as°hard word "exploration°hard word" is concerned°hard word, I am reaching diminishing°hard word returns.
I have one more list of "see if Claude°hard word can do this quickly". After that, "glenora°hard word" will become an inactive°hard word project.