4. Dialog with long documents. - Deepstash
Machine Learning With Google

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Understanding machine learning models

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How Google uses logic in machine learning

Machine Learning With Google

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4. Dialog with long documents.

LLMs also can help you “ask questions” of longer texts. For instance, when reading a scientific paper you could quickly query the sample size or ask for the methodology or results.

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9. Generate flashcards based on text. (Tentative)

Flashcards are a powerful learning tool. They’re also a pain in the butt to make.

Nonetheless, making flashcards is tedious, so getting a first draft that later review might speed up the process considerably.

The risks seem relatively limited if you confirm the cards’ correctness bef...

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10. Use it to organize your notes. (Advanced)

10. Use it to organize your notes. (Advanced)

Searching via keywords is fraught because sometimes you can’t remember the exact term you used, even if the meaning is roughly the same.

Personalized LLMs that live on your hard drive and access your existing data may be a valuable application.

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3. Generate summaries of longer texts.

3. Generate summaries of longer texts.

Summaries are another area where LLMs seem to excel.

Good summaries, especially those fine-tuned to your particular needs, might be a good way of navigating the large information loads we often face in knowledge work.

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6. Clear up unfamiliar jargon.

Many readers found benefits in using LLMs to figure out jargon and terms used within a particular community in a way that dictionary definitions often fail to elucidate.

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5. Rewrite texts at different levels of explanatory depth.

  • A major difficulty in following expert thinking is that most expert-level text is written for other experts.

Concepts are unexplained, context is lacking and jargon abounds.

This means that most people must rely on translators, such as general-market nonfiction or science...

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1. Create your own Socratic tutor.

1. Create your own Socratic tutor.

  • By far, the most common use readers reported was using an LLM as a personal tutor.
  • Asking ChatGPT to explain tricky concepts, unfamiliar code or problems seems like an area where LLMs might do alright.
  • Challenge explanations that don’t jive with what you’ve read in the book ...

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7. Create study plans and agendas.

The author doesn't seem to be sure to use LLM's here for making study plan if you are already an expert or have enough experience.

He suggests that ChatGTP might be useful when you are going to learn a completely new subject and when you no idea of how to break the curriculum.

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2. Practice chatting in new languages.

2. Practice chatting in new languages.

The next most common way people used LLMs to learn better was as a language tutor. This seems like a task LLMs are well-equipped for. Whatever their other flaws, they can produce grammatically correct text.

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8. Provide refreshers on forgotten or infrequently used tools.

The place LLMs seem to work really well is at the fringes of a programmer’s expertise.

Many programmers said that they found AI helpful in getting starting hints in unfamiliar languages or tools.

Their base of programming experience allowed them to make sense of and implement the o...

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853 reads

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kokhul_736

Kokhulash.com

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Other curated ideas on this topic:

Reading critically and preparing for exams

  • Reading critically can aid you when studying for a test, preparing for a discussion, and more.
  • If you have unanswered questions about the text, ask your professor or discuss the text with others.
  • Consider keeping a reading log to help you track your perceptions about readi...

Ask an open-ended question:

If you ask questions that have yes or no answers, the conversation could stall quickly. Instead, ask questions that encourage the conversation to open up rather than close down. For example:

Ask Yourself Tough Questions

While you don’t want to dwell on your mistakes, reflecting on them can be productive. Ask yourself a few tough questions:

What went wrong?

• What could I do better next time?

• What did I learn from this?

Seeing your answers on paper can help ...

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