graph LR
    idea_31285c8a_2f7a_4d54_adf7_a4ba10e04cf8["Conversational Agents and Dialogue Systems"]
    idea_332f6620_cd65_4bde_bc0c_0e421b562de6["The 4D AI Fluency Framework"]
    idea_5475bec9_c355_4abb_b94f_1a5ba6e70445["Crafting Effective Prompts"]
    idea_55f443c4_8d2f_4ddc_a47e_92c40b2f39b0["Large Language Models Predict Next Words Using Transformer Attention Mechanisms"]
    idea_70858fed_77f1_4aae_a5f1_461d53f8cee7["Prompt Engineering for Text Generation"]
    idea_83a80ffe_4064_493a_9cc2_3ed1955d39b3["Recognizing the Capabilities and Limitations of Current AI"]
    idea_aa28da4e_812d_46be_8d39_222bc05ea1aa["Description: Telling an AI System What You Actually Want"]
    idea_b83e3c1b_8430_4db9_b325_732e9eae0f70["Generative AI"]
    idea_b9ebc9ab_f9bf_4f74_a197_f3475362de82["The Case for AI Fluency in Human AI Collaboration"]
    idea_c74f7a40_8423_49fd_b75c_df57610db244["Capabilities and Limitations of Large Language Models"]
    idea_da5c8033_649d_4891_978f_36b71fbb2876["Context Engineering as the Successor to Prompt Engineering"]
    idea_e586c453_f575_4ed7_a17d_1067eeca6f6c["Delegation: Deciding What to Hand to an AI System"]
    idea_e760acd4_1cc6_41e8_93a2_c14c35a45c96["Diligence: Taking Responsibility for AI-Assisted Work"]
    idea_ecb014aa_369f_4a93_a0d6_753c574b568a["Discernment: Evaluating AI Output, Process, and Behavior"]
    idea_55f443c4_8d2f_4ddc_a47e_92c40b2f39b0 --> idea_70858fed_77f1_4aae_a5f1_461d53f8cee7
    idea_332f6620_cd65_4bde_bc0c_0e421b562de6 --> idea_e760acd4_1cc6_41e8_93a2_c14c35a45c96
    idea_332f6620_cd65_4bde_bc0c_0e421b562de6 --> idea_ecb014aa_369f_4a93_a0d6_753c574b568a
    idea_83a80ffe_4064_493a_9cc2_3ed1955d39b3 --> idea_e586c453_f575_4ed7_a17d_1067eeca6f6c
    idea_332f6620_cd65_4bde_bc0c_0e421b562de6 --> idea_e586c453_f575_4ed7_a17d_1067eeca6f6c
    idea_332f6620_cd65_4bde_bc0c_0e421b562de6 --> idea_aa28da4e_812d_46be_8d39_222bc05ea1aa
    idea_5475bec9_c355_4abb_b94f_1a5ba6e70445 --> idea_70858fed_77f1_4aae_a5f1_461d53f8cee7
    idea_da5c8033_649d_4891_978f_36b71fbb2876 --> idea_70858fed_77f1_4aae_a5f1_461d53f8cee7
    idea_31285c8a_2f7a_4d54_adf7_a4ba10e04cf8 --> idea_70858fed_77f1_4aae_a5f1_461d53f8cee7
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