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tutorials:ai_llm_tools

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tutorials:ai_llm_tools [2025/09/15 18:00] – [Additional Points] chkuotutorials:ai_llm_tools [2026/02/09 10:54] (current) – chkuo
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     * Particularly helpful in the context of emotional support     * Particularly helpful in the context of emotional support
   * In some ways, LLMs are like crystals of human knowledge   * In some ways, LLMs are like crystals of human knowledge
-  * Useful for learning new topics efficiently through interactive Q&A +    * Useful for learning new topics efficiently through interactive Q&A 
-  * Perform especially well on topics with abundant, high-quality training data+    * Perform especially well on topics with abundant, high-quality training data
   * Highly proficient in language, particularly useful for clear and precise expression of ideas   * Highly proficient in language, particularly useful for clear and precise expression of ideas
   * Great tools for self-improvement   * Great tools for self-improvement
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     * Trained to be agreeable, they often conform to both your explicit instructions and implicit tone     * Trained to be agreeable, they often conform to both your explicit instructions and implicit tone
     * Helpful to make your implicit thoughts become explicit and better organized     * Helpful to make your implicit thoughts become explicit and better organized
-  * Suggested practice + 
-    * Start with a solid frame of reference +===== Suggested practice ===== 
-      * Provide clear context for the task, including your goals and expectations +  * Start with a solid frame of reference 
-      * What exactly do you want to obtain? +    * Provide clear context for the task, including your goals and expectations 
-      * How do you want the LLM to act? +      * Learn the basic of markdown can be very helpful ("help me to learn the very basic of markdown language in 5 minutes, explain to me how can I use this in my prompt to improve the clarity of my instruction to you") 
-      * Are your expectations realistic? +    * What exactly do you want to obtain? 
-      * Examples of possible uses (varying in feasibility and reliability): +    * How do you want the LLM to act? 
-        * Polish arguments +    * Are your expectations realistic? 
-        * Organize thoughts +    * Examples of possible uses (varying in feasibility and reliability): 
-        * Brainstorm new ideas +      * Polish arguments 
-        * Identify major gaps in reasoning +      * Organize thoughts 
-        * Provide critical review +      * Brainstorm new ideas 
-    * Assess the output, make decisions, and provide feedback +      * Identify major gaps in reasoning 
-    * Use an iterative process; may involve gradual refinement or drastic changes +      * Provide critical review 
-    * Fact check, fact check, and fact check!!! +  * Assess the output, make decisions, and provide feedback 
-    * Know when to stop; did the last iteration provide meaningful improvement?+  * Use an iterative process; may involve gradual refinement or drastic changes 
 +  * Fact check, fact check, and fact check!!! 
 +  * Know when to stop; did the last iteration provide meaningful improvement?
   * Exercises   * Exercises
     * Use figure legends as input, ask for a manuscript outline as output; explore different ways of ordering the figures     * Use figure legends as input, ask for a manuscript outline as output; explore different ways of ordering the figures
tutorials/ai_llm_tools.1757930403.txt.gz · Last modified: by chkuo