AI VIBE Learning Log – Thursday, 18 December 2025
Time Level Type Concept Description Time Taken Points Gained Points Total
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05:50:41 PM Level 2 - Types of AI Main REACTIVE Responds to present without memory or learning 2s 8 8
05:50:44 PM Level 2 - Types of AI Main NARROW AI excelling at one specific task (most current AI) 1s 6 14
05:50:46 PM Level 2 - Types of AI Main SUPER Hypothetical AI vastly surpassing human intelligence 1s 5 19
05:50:59 PM Level 10 - Future & Ethics Main JOBS How AI changes work and employment 1s 4 23
05:51:01 PM Level 10 - Future & Ethics Bonus (list) FLOW Being fully immersed in creative coding 1s 20 43
05:51:09 PM Level 11 - Advanced Concepts Main ATTENTION Mechanism letting model focus on relevant parts 2s 9 52
05:51:11 PM Level 11 - Advanced Concepts Main FINE Fine-tuning – adapting pre-trained model 1s 4 56
05:51:13 PM Level 11 - Advanced Concepts Main TOKEN Unit of text that models process 1s 5 61
05:51:18 PM Level 11 - Advanced Concepts Main EMBEDDING Numerical representation of meaning 4s 9 70
05:51:26 PM Level 11 - Advanced Concepts Main SCALING Bigger models + more data = better performance 3s 7 77
Level Complete: Level 11 Complete! 77
05:51:29 PM Level 12 - Prompt Engineering Main ZERO Zero-shot – no examples, just instruction 1s 4 81
05:51:30 PM Level 12 - Prompt Engineering Bonus (list) JOBS How AI changes work and employment 1s 20 101
05:51:31 PM Level 12 - Prompt Engineering Main TOPP Alternative randomness control 1s 4 105
05:51:34 PM Level 12 - Prompt Engineering Main FEW Few-shot – include examples in prompt 3 108
05:51:50 PM Level 12 - Prompt Engineering Main TEMPERATURE Creativity dial (0–1+) 3s 11 119
05:51:55 PM Level 12 - Prompt Engineering Main SYSTEM Overall instructions setting AI behaviour 1s 6 125
Level Complete: Level 12 Complete! 125