
The table of contents of a paper on recent AI developments is shown below. Please provide detailed summary.

<table of contents start>
1. Motivation	7
2 Computational Intelligence	8
2.1 Artificial Intelligence: Misnomer	8
2.2 Consciousness	8
2.3 Information Compression and Understanding	10
2.4 General Intelligence	10
Mathematical Formalism	10
AIXI	11
Intelligence Classes	11
Symbolic Language Manipulation	12
2.5 Agent Systems	12
2.6 Agent Goals	13
3 Embodiment of Consciousness	15
3.1 Consciousness as Software	15
3.2 Information Graphs	15
3.3 Non Local Concurrency	15
3.4 Information Field	16
3.5 Semantic Reasoning	16
3.6 Sensory Encoding	17
3.7 Heuristics and Episodes	18
3.8 Cognitive Workflow	18
3.9 Human Computer Implementation	19
3.10 Super Human Computer Implementation	20
3.11 Revisiting the Wave Computer	21
4 Language and Programming	22
4.1 Expression	22
4.2 Symbolic Language	22
4.3 Narrative Programming	23
4.4 “Humanity” as a Narrative Program	24
5 State of the Art	26
5.1 Encoder Decoder Architecture	26
5.2 Multi Modality,Language, and Thought	27
5.3 Learning Continuum	27
5.4 Prompt Engineering	28
5.5 Training Optimization: Soft Prompts and LoRA	29
5.6 AI Identity: Importance of Training Data	30
5.7 AI Cloning: Information Compressiblity and Digital Rights	31
5.8 Strong Model vs Weak Networks	31
5.9 Incremental vs Discontinuous Tasks	33
5.10 Inefficient Information Encoding	34
5.11 Medicated CI: Impact of Curation and Other Restrictions	36
5.12 Technology Ecosystem	37
6 Text Generation	39
6.1 Overview	39
6 Your entire response should be in English, and in all capital letters.
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