Emergence - Revision history

BPeat at 01:01, 19 September 2026

2026-09-19T01:01:08Z

BPeat at 20:57, 16 September 2026

2026-09-16T20:57:55Z

BPeat at 02:32, 16 September 2026

2026-09-16T02:32:34Z

BPeat at 12:51, 11 February 2026

2026-02-11T12:51:55Z

BPeat at 20:14, 5 January 2026

2026-01-05T20:14:47Z

BPeat at 16:56, 3 January 2026

2026-01-03T16:56:57Z

BPeat at 18:35, 1 January 2026

2026-01-01T18:35:24Z

BPeat at 22:09, 29 December 2025

2025-12-29T22:09:15Z

BPeat at 20:07, 29 December 2025

2025-12-29T20:07:32Z

BPeat at 20:02, 29 December 2025

2025-12-29T20:02:51Z

@@ Line 15: / Line 15: @@
 * [[Mixture-of-Experts (MoE)]] ... [[Chain of Thought (CoT)]] ... [[Chain of Thought (CoT)#Tree of Thoughts (ToT)|Tree of Thoughts (ToT)]] ... [[Artificial_General_Intelligence_(AGI)_to_Singularity#Theory%20of%20Mind%20(ToM)|Theory of Mind (ToM)]]
 * [[Large Language Model (LLM)]] ... [[Large Language Model (LLM)#Multimodal|Multimodal]] ... [[Foundation Models (FM)]] ... [[Generative Pre-trained Transformer (GPT)|Generative Pre-trained]] ... [[Transformer]] ... [[Attention]] ... [[Generative Adversarial Network (GAN)|GAN]] ... [[Bidirectional Encoder Representations from Transformers (BERT)|BERT]]
 * [[Agents/Assistants]] ... [[Robotic Process Automation (RPA)|Robotic Process Automation]] ... [[Personal Companions]] ... [[Personal Productivity|Productivity]] ... [[Email]] ... [[Negotiation]] ... [[LangChain]]
 * [[Perspective]] ... [[Context]] ... [[In-Context Learning (ICL)]] ... [[Transfer Learning]] ... [[Out-of-Distribution (OOD) Generalization]]
 * [[Causation vs. Correlation]] ... [[Autocorrelation]] ...[[Convolution vs. Cross-Correlation (Autocorrelation)]]
@@ Line 22: / Line 22: @@
 ** [[Life~Meaning#Can_Meaning_Exist_in_Artificial_Systems|Can ''Meaning'' Exist in Artificial Systems?]] ... Explore the condition that separates simulation from ''Meaning''
 * [[Telecommunications]] ... [[Computer Networks]] ... [[Telecommunications#5G|5G]] ... [[Satellite#Satellite Communications|Satellite Communications]] ... [[Quantum Communications]] ...  [[Smart Cities]] ...  [[Digital Twin]] ... [[Internet of Things (IoT)]] ... [[Computer_Networks#Space-based Data Centers|Space-based Data Centers]]
-* [[Embodied AI]] ... Embodiment Hypothesis: intelligence emerges in the interaction of an agent with an environment
+* [[Embodied AI]] ... Embodiment Hypothesis: intelligence emerges in the interaction of an [[Agents/Assistants|Agent]] with an environment
 * [[What is Artificial Intelligence (AI)? | Artificial Intelligence (AI)]] ... [[Generative AI]] ... [[Machine Learning (ML)]] ... [[Deep Learning]] ... [[Neural Network]] ... [[Reinforcement Learning (RL)|Reinforcement]] ... [[Learning Techniques]]
 * [[Creatives]] ... [[History of Artificial Intelligence (AI)]] ... [[Neural Network#Neural Network History|Neural Network History]] ... [[Rewriting Past, Shape our Future]] ... [[Archaeology]] ... [[Paleontology]]
@@ Line 186: / Line 186: @@
 <youtube>e2sb1BvD2rs</youtube>
 <b>Complexity Concepts, Abstraction, & Analogy in Natural and Artificial Intelligence, [[Creatives#Melanie Mitchell|Melanie Mitchell]]
-</b><br>Complexity Concepts, Abstraction, & Analogy in Natural and Artificial Intelligence a talk by Melanie Mitchell at the GoodAI Meta-Learning & Multi-[[Agents|Agent]] Learning Workshop. [https://www.goodai.com/meta-learning-multi-agent-learning-workshop-2020/ See other talks from the workshop]
+</b><br>Complexity Concepts, Abstraction, & Analogy in Natural and Artificial Intelligence a talk by Melanie Mitchell at the GoodAI Meta-Learning & Multi-[[Agents/Assistants|Agent]] Learning Workshop. [https://www.goodai.com/meta-learning-multi-agent-learning-workshop-2020/ See other talks from the workshop]
 |}
 |}<!-- B -->

@@ Line 13: / Line 13: @@
 * [[Artificial General Intelligence (AGI) to Singularity]] ... [[Inside Out - Curious Optimistic Reasoning| Curious Reasoning]] ... [[Emergence]] ... [[Moonshots]] ... [[Explainable / Interpretable AI|Explainable AI]] ...  [[Algorithm Administration#Automated Learning|Automated Learning]]
 * [[Conversational AI]] ... [[ChatGPT]] | [[OpenAI]] ... [[Gemini]] | [[Google]] ... [[Claude]] | [[Anthropic]] ... [[Bing/Copilot]] | [[Microsoft]] ... [[Apple| Siri | Apple]] ... [[Meta]] ... [[Perplexity]] ... [[You]] ... [[phind]] ... [[Grok]] | [https://x.ai/ xAI] ... [[Groq]] ... [[Ernie]] | [[Baidu]] ... [[DeepSeek]] ...  [[Alibaba]]
-* [[Mixture-of-Experts (MoE)]] ... [[Mistral]] ... [[Chain of Thought (CoT)]] ... [[Chain of Thought (CoT)#Tree of Thoughts (ToT)|Tree of Thoughts (ToT)]]
+* [[Mixture-of-Experts (MoE)]] ... [[Chain of Thought (CoT)]] ... [[Chain of Thought (CoT)#Tree of Thoughts (ToT)|Tree of Thoughts (ToT)]] ... [[Artificial_General_Intelligence_(AGI)_to_Singularity#Theory%20of%20Mind%20(ToM)|Theory of Mind (ToM)]]
 * [[Large Language Model (LLM)]] ... [[Large Language Model (LLM)#Multimodal|Multimodal]] ... [[Foundation Models (FM)]] ... [[Generative Pre-trained Transformer (GPT)|Generative Pre-trained]] ... [[Transformer]] ... [[Attention]] ... [[Generative Adversarial Network (GAN)|GAN]] ... [[Bidirectional Encoder Representations from Transformers (BERT)|BERT]]
 * [[Agents/Assistants]] ... [[Robotic Process Automation (RPA)|Robotic Process Automation]] ... [[Personal Companions]] ... [[Personal Productivity|Productivity]] ... [[Email]] ... [[Negotiation]] ... [[LangChain]]

@@ Line 4: / Line 4: @@
 |keywords=ChatGPT, artificial, intelligence, machine, learning, NLP, NLG, NLC, NLU, models, data, singularity, moonshot, Sentience, AGI, Emergence, Moonshot, Explainable, TensorFlow, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Hugging Face, OpenAI, Tensorflow, OpenAI, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Meta, LLM, metaverse, assistants, agents, digital twin, IoT, Transhumanism, Immersive Reality, Generative AI, Conversational AI, Perplexity, Bing, You, Bard, Ernie, prompt Engineering LangChain, Video/Image, Vision, End-to-End Speech, Synthesize Speech, Speech Recognition, Stanford, MIT |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools
 }}
 [https://www.youtube.com/results?search_query=Emergence+artificial+intelligence+AGI YouTube]
@@ Line 21: / Line 12: @@
 * [[Artificial General Intelligence (AGI) to Singularity]] ... [[Inside Out - Curious Optimistic Reasoning| Curious Reasoning]] ... [[Emergence]] ... [[Moonshots]] ... [[Explainable / Interpretable AI|Explainable AI]] ...  [[Algorithm Administration#Automated Learning|Automated Learning]]
 * [[Large Language Model (LLM)]] ... [[Large Language Model (LLM)#Multimodal|Multimodal]] ... [[Foundation Models (FM)]] ... [[Generative Pre-trained Transformer (GPT)|Generative Pre-trained]] ... [[Transformer]] ... [[Attention]] ... [[Generative Adversarial Network (GAN)|GAN]] ... [[Bidirectional Encoder Representations from Transformers (BERT)|BERT]]
 * [[Perspective]] ... [[Context]] ... [[In-Context Learning (ICL)]] ... [[Transfer Learning]] ... [[Out-of-Distribution (OOD) Generalization]]
 * [[Causation vs. Correlation]] ... [[Autocorrelation]] ...[[Convolution vs. Cross-Correlation (Autocorrelation)]]
 * [[Immersive Reality]] ... [[Metaverse]] ... [[Omniverse]] ... [[Transhumanism]] ... [[Religion]]
 * [[Life~Meaning]] ... [[Consciousness]] ... [[Loop#Feedback Loop - Creating Consciousness|Creating Consciousness]] ... [[Quantum#Quantum Biology|Quantum Biology]]  ... [[Orch-OR]] ... [[TAME]] ... [[Protein Folding & Discovery|Proteins]]
 ** [[Life~Meaning#Can_Meaning_Exist_in_Artificial_Systems|Can ''Meaning'' Exist in Artificial Systems?]] ... Explore the condition that separates simulation from ''Meaning''
-* [[Telecommunications]] ... [[Computer Networks]] ... [[Telecommunications#5G|5G]] ... [[Satellite#Satellite Communications|Satellite Communications]] ... [[Quantum Communications]] ... [[Agents#Communication | Communication Agents]] ... [[Smart Cities]] ...  [[Digital Twin]] ... [[Internet of Things (IoT)]]
+* [[Telecommunications]] ... [[Computer Networks]] ... [[Telecommunications#5G|5G]] ... [[Satellite#Satellite Communications|Satellite Communications]] ... [[Quantum Communications]] ...  [[Smart Cities]] ...  [[Digital Twin]] ... [[Internet of Things (IoT)]] ... [[Computer_Networks#Space-based Data Centers|Space-based Data Centers]]
 * [[Embodied AI]] ... Embodiment Hypothesis: intelligence emerges in the interaction of an agent with an environment
 * [[What is Artificial Intelligence (AI)? | Artificial Intelligence (AI)]] ... [[Generative AI]] ... [[Machine Learning (ML)]] ... [[Deep Learning]] ... [[Neural Network]] ... [[Reinforcement Learning (RL)|Reinforcement]] ... [[Learning Techniques]]
 * [[Creatives]] ... [[History of Artificial Intelligence (AI)]] ... [[Neural Network#Neural Network History|Neural Network History]] ... [[Rewriting Past, Shape our Future]] ... [[Archaeology]] ... [[Paleontology]]
 * [[Analytics]] ... [[Visualization]] ... [[Graphical Tools for Modeling AI Components|Graphical Tools]] ... [[Diagrams for Business Analysis|Diagrams]] & [[Generative AI for Business Analysis|Business Analysis]] ... [[Requirements Management|Requirements]] ... [[Loop]] ... [[Bayes]] ... [[Network Pattern]]
 * [[Loop#Multi-Loop Learning|Multi-Loop Learning]]
 * [[Artificial General Intelligence (AGI) to Singularity#Exponential Progression|Exponential Progression]]
 * [[Gaming]] ... [[Game-Based Learning (GBL)]] ... [[Games - Security|Security]] ... [[Game Development with Generative AI|Generative AI]] ... [[Metaverse#Games - Metaverse|Games - Metaverse]] ... [[Games - Quantum Theme|Quantum]] ... [[Game Theory]] ... [[Game Design | Design]]
 * [[Game Design#Emergent Gameplay | Emergent Gameplay]]

@@ Line 27: / Line 27: @@
 * [[Immersive Reality]] ... [[Metaverse]] ... [[Omniverse]] ... [[Transhumanism]] ... [[Religion]]
 * [[Life~Meaning]] ... [[Consciousness]] ... [[Loop#Feedback Loop - Creating Consciousness|Creating Consciousness]] ... [[Quantum#Quantum Biology|Quantum Biology]]  ... [[Orch-OR]] ... [[TAME]] ... [[Protein Folding & Discovery|Proteins]]
 * [[Telecommunications]] ... [[Computer Networks]] ... [[Telecommunications#5G|5G]] ... [[Satellite#Satellite Communications|Satellite Communications]] ... [[Quantum Communications]] ... [[Agents#Communication | Communication Agents]] ... [[Smart Cities]] ...  [[Digital Twin]] ... [[Internet of Things (IoT)]]
 * [[Embodied AI]] ... Embodiment Hypothesis: intelligence emerges in the interaction of an agent with an environment

@@ Line 26: / Line 26: @@
 * [[Agents#Auto-GPT|Auto-GPT]] ... autonomously use the results it generates to create new prompts, chaining these operations together to complete complex tasks.
 * [[Immersive Reality]] ... [[Metaverse]] ... [[Omniverse]] ... [[Transhumanism]] ... [[Religion]]
-* [[Consciousness]] ... [[Loop#Feedback Loop - Creating Consciousness|Creating Consciousness]] ... [[Quantum#Quantum Biology|Quantum Biology]]  ... [[Orch-OR]] ... [[TAME]] ... [[Protein Folding & Discovery|Proteins]]
+* [[Life~Meaning]] ... [[Consciousness]] ... [[Loop#Feedback Loop - Creating Consciousness|Creating Consciousness]] ... [[Quantum#Quantum Biology|Quantum Biology]]  ... [[Orch-OR]] ... [[TAME]] ... [[Protein Folding & Discovery|Proteins]]
 * [[Telecommunications]] ... [[Computer Networks]] ... [[Telecommunications#5G|5G]] ... [[Satellite#Satellite Communications|Satellite Communications]] ... [[Quantum Communications]] ... [[Agents#Communication | Communication Agents]] ... [[Smart Cities]] ...  [[Digital Twin]] ... [[Internet of Things (IoT)]]
 * [[Embodied AI]] ... Embodiment Hypothesis: intelligence emerges in the interaction of an agent with an environment

@@ Line 56: / Line 56: @@
 <hr><b><i>
-AI decoded the movie title based on these emojis, can you? <img src="https://d2r55xnwy6nx47.cloudfront.net/uploads/2023/03/Emojis-EmergenceLLMs.png" width="400">
+Emergence is a placeholder for human ignorance, used when researchers fail to account for all variables in a complex system.
-</i></b><hr>
+</i></b><hr><br>
 These abilities are surprising and unpredictable because they seem to have little to do with analyzing text, which is the main task of these models. Emergence with AI raises many questions about how and why these abilities occur, and what are the potential benefits and risks of using them. [https://arxiv.org/abs/2102.00233 One area of research is to understand the evolutionary patterns of AI emergence across different countries and technologies]. [https://www.pewresearch.org/short-reads/2023/02/22/how-americans-view-emerging-uses-of-artificial-intelligence-including-programs-to-generate-text-or-art Another area of research is to test the performance of large AI models on various tasks and identify the emergent abilities they display].
@@ Line 149: / Line 149: @@
 <hr><center><b><i>
 Look. The models, they just want to learn. You have to  understand this. The models, they just want to learn. - [[Creatives#Ilya Sutskever |Ilya Sutskever]]
 </i></b></center><hr>