Update app.py

app.py

@@ -211,7 +211,11 @@ roleplaying_glossary = {
             "Discuss the key concepts, benefits, and challenges of self-rewarding AI in healthcare, as an expert.",
             "Identify the top 3 pain points that MoE addresses in AI and healthcare, such as complexity and resource allocation.",
             "Describe the top 3 joys of the MoE solution, including improved performance and adaptability in healthcare AI.",
-            "Highlight the top 3 superpowers MoE gives users, like tackling complex problems and personalizing interventions."
+            "Highlight the top 3 superpowers MoE gives users, like tackling complex problems and personalizing interventions.",
+            "Identify the top 3 problems MoE solves in AI and healthcare, such as model complexity, lack of specialization, and inefficient resource allocation, and explain how it addresses each problem effectively.",
+            "Outline the 3 essential method steps required for implementing MoE in AI systems, highlighting the novelty and significance of each step in advancing healthcare applications.",
+            "Discuss the innovative aspects of the MoE method steps and how they differ from traditional approaches, contributing to advancements in AI and healthcare.",
+            "Propose 3 creative ways to structure MoE-based projects and collaborations to optimize performance, efficiency, and impact in healthcare AI applications."
         ],
         "Multi Agent Systems (MAS) 🤝": [
             "As a renowned MAS researcher, describe the key characteristics of distributed, autonomous, and cooperative MAS.",
@@ -219,7 +223,11 @@ roleplaying_glossary = {
             "Provide insights into future trends and breakthroughs in MAS research and applications, as a thought leader.",
             "Identify the top 3 pain points MAS addresses in complex environments, such as coordination and adaptability.",
             "Describe the top 3 joys of the MAS solution, including enhanced collaboration and emergent behaviors in AI.",
-            "Highlight the top 3 superpowers MAS gives users, like modeling complex systems and building resilient applications."
+            "Highlight the top 3 superpowers MAS gives users, like modeling complex systems and building resilient applications.",
+            "Identify the top 3 problems MAS solves in complex, distributed environments, such as lack of coordination, limited adaptability, and centralized control, and explain how it addresses each problem effectively.",
+            "Outline the 3 essential method steps required for designing and implementing MAS, highlighting the novelty and significance of each step in advancing AI applications.",
+            "Discuss the innovative aspects of the MAS method steps and how they differ from traditional approaches, contributing to advancements in distributed AI systems.",
+            "Propose 3 creative ways to structure MAS-based projects and collaborations to optimize performance, efficiency, and impact in various AI domains."
         ],
         "Self Rewarding AI 🎁": [
             "As a leading expert, discuss the main research areas in developing AI with intrinsic motivation and goal-setting.",
@@ -227,33 +235,37 @@ roleplaying_glossary = {
             "Share your vision for the future of AI systems that autonomously set goals, learn, and adapt, as a pioneer.",
             "Identify the top 3 pain points self-rewarding AI addresses, such as lack of motivation and limited adaptability.",
             "Describe the top 3 joys of the self-rewarding AI solution, including autonomous learning and novel solutions.",
-            "Highlight the top 3 superpowers self-rewarding AI gives users, like creating continuously improving AI systems."
+            "Highlight the top 3 superpowers self-rewarding AI gives users, like creating continuously improving AI systems.",
+            "Identify the top 3 problems self-rewarding AI solves in current AI systems, such as lack of intrinsic motivation, limited adaptability, and reliance on external rewards, and explain how it addresses each problem effectively.",
+            "Outline the 3 essential method steps required for developing self-rewarding AI systems, highlighting the novelty and significance of each step in advancing autonomous AI.",
+            "Discuss the innovative aspects of the self-rewarding AI method steps and how they differ from traditional approaches, contributing to advancements in open-ended AI development.",
+            "Propose 3 creative ways to structure self-rewarding AI projects and collaborations to optimize performance, efficiency, and impact in creating adaptive and self-motivated AI systems."
         ]
     },
     "🛠️ AI Tools & Platforms": {
-        "AutoGen 🔧": [
-            "As the lead developer, provide an overview of how AutoGen simplifies and automates the AI/ML development process.",
-            "Inquire about the data sources and model requirements supported by AutoGen, as an AI enthusiast.",
-            "Ask about the key features and benefits of using AutoGen for AI development, as a potential user.",
-            "Identify the top 3 pain points AutoGen solves in AI development, such as complexity and time-consuming tasks.",
-            "Describe the top 3 core method steps involved in using AutoGen, highlighting their novelty and efficiency.",
-            "Suggest 3 ways to structure AI projects using AutoGen for maximizing productivity, collaboration, and performance."
-        ],
         "ChatDev 💬": [
             "As a chatbot developer, ask about the features and capabilities ChatDev offers for building conversational AI.",
             "Inquire about the pre-built assets, integrations, and multi-platform support in ChatDev, as a product manager.",
             "Ask how ChatDev facilitates chatbot development, deployment, and analytics across channels, as a business owner.",
             "Identify the top 3 challenges ChatDev helps overcome in chatbot development, such as customization and management.",
             "Outline the top 3 essential method steps in building chatbots with ChatDev, emphasizing novelty and efficiency.",
-            "Propose 3 innovative ways to structure chatbot projects using ChatDev for optimizing speed, engagement, and deployment."
+            "Propose 3 innovative ways to structure chatbot projects using ChatDev for optimizing speed, engagement, and deployment.",
+            "Identify the top 3 problems ChatDev solves in chatbot development, such as limited customization, lack of multi-platform support, and difficulty in managing conversational flows, and explain how it addresses each problem effectively.",
+            "Outline the 3 essential method steps required for building chatbots using ChatDev, highlighting the novelty and significance of each step in streamlining the development process.",
+            "Discuss the innovative aspects of the ChatDev method steps and how they differ from traditional approaches, contributing to advancements in conversational AI development.",
+            "Propose 3 creative ways to structure chatbot projects using ChatDev to optimize performance, efficiency, and impact in creating engaging and multi-platform conversational experiences."
         ],
-        "Omniverse 🌐": [
-            "As a simulation researcher, inquire about the industries and use cases supported by Nvidia's Omniverse platform.",
-            "Ask how Omniverse enables the creation of physically accurate virtual worlds and collaboration, as an engineer.",
-            "Inquire about the AI training, testing, and data exchange capabilities provided by Omniverse, as an AI practitioner.",
-            "Identify the top 3 challenges Omniverse addresses in building realistic virtual environments and its solutions.",
-            "Describe the top 3 core method steps in creating and simulating virtual worlds using Omniverse, highlighting novelty.",
-            "Suggest 3 ways to structure projects and collaborations using Omniverse for productivity, realism, and AI integration."
+        "Online Multiplayer Experiences 🌐": [
+            "As a game developer, explore the potential of online multiplayer experiences, including games, AR, and VR.",
+            "Discuss the future of image and video models in enhancing online multiplayer experiences, as a researcher.",
+            "Inquire about the challenges and opportunities in creating immersive and interactive online multiplayer environments.",
+            "Identify the top 3 problems online multiplayer experiences solve, such as limited social interaction, lack of realism, and difficulty in creating engaging content, and explain how they address each problem effectively.",
+            "Outline the 3 essential method steps required for developing cutting-edge online multiplayer experiences, highlighting the novelty and significance of each step in advancing gaming, AR, and VR.",
+            "Discuss the innovative aspects of online multiplayer experience development and how they differ from traditional approaches, contributing to advancements in immersive technologies.",
+            "Propose 3 creative ways to structure online multiplayer projects and collaborations to optimize performance, efficiency, and impact in creating captivating and socially engaging experiences.",
+            "Explore the potential of integrating AI and machine learning techniques in online multiplayer experiences to enhance player interactions, generate dynamic content, and personalize experiences.",
+            "Discuss the ethical considerations and challenges in developing online multiplayer experiences, such as ensuring fair play, protecting user privacy, and moderating user-generated content.",
+            "Identify the key trends and future directions in online multiplayer experiences, considering advancements in AI, AR, VR, and cloud computing technologies."
         ]
     },
     "🔬 Science Topics": {
@@ -263,7 +275,11 @@ roleplaying_glossary = {
             "Explain how General Relativity, Quantum Cosmology, and Mathematical Physics interrelate, as a theorist.",
             "Identify the top 3 fundamental questions in Physics that recent research aims to answer and their implications.",
             "Outline the top 3 essential method steps in conducting cutting-edge Physics research, emphasizing novelty.",
-            "Propose 3 innovative ways to structure research collaborations in Physics for interdisciplinary breakthroughs."
+            "Propose 3 innovative ways to structure research collaborations in Physics for interdisciplinary breakthroughs.",
+            "Identify the top 3 problems physics research solves, such as understanding fundamental laws, resolving theory inconsistencies, and exploring the universe's origins, and explain how it addresses each problem effectively.",
+            "Outline the 3 essential method steps required for conducting cutting-edge physics research, highlighting the novelty and significance of each step in advancing our understanding of the universe.",
+            "Discuss the innovative aspects of the physics research method steps and how they differ from traditional approaches, contributing to advancements in the field.",
+            "Propose 3 creative ways to structure physics research projects and collaborations to optimize performance, efficiency, and impact in making groundbreaking discoveries."
         ],
         "Mathematics ➗": [
             "As a Mathematics enthusiast, inquire about the main branches of Mathematics and their key research areas.",
@@ -271,7 +287,11 @@ roleplaying_glossary = {
             "Discuss how Probability, Statistics, and Applied Math relate to other Mathematical fields, as an applied mathematician.",
             "Identify the top 3 unsolved problems in Mathematics that researchers are actively working on and their significance.",
             "Describe the top 3 core method steps in advancing mathematical research, highlighting novelty and creativity.",
-            "Suggest 3 innovative ways to structure mathematical research and collaborations for discoveries and applications."
+            "Suggest 3 innovative ways to structure mathematical research and collaborations for discoveries and applications.",
+            "Identify the top 3 problems mathematics research solves, such as proving theorems, developing new tools, and finding real-world applications, and explain how it addresses each problem effectively.",
+            "Outline the 3 essential method steps required for advancing mathematical research, highlighting the novelty and significance of each step in expanding mathematical knowledge.",
+            "Discuss the innovative aspects of the mathematical research method steps and how they differ from traditional approaches, contributing to advancements in the field.",
+            "Propose 3 creative ways to structure mathematical research projects and collaborations to optimize performance, efficiency, and impact in making novel discoveries and finding interdisciplinary applications."
         ],
         "Computer Science 💻": [
             "As a Computer Science student, ask about the main research areas shaping the future of computing.",
@@ -279,11 +299,14 @@ roleplaying_glossary = {
             "Inquire about the interconnections between Algorithms, Data Structures, Databases, and Programming Languages.",
             "Identify the top 3 critical challenges in Computer Science that current research aims to address and approaches.",
             "Outline the top 3 essential method steps in conducting groundbreaking Computer Science research, emphasizing novelty.",
-            "Propose 3 creative ways to structure research projects in Computer Science for innovation and real-world applications."
+            "Propose 3 creative ways to structure research projects in Computer Science for innovation and real-world applications.",
+            "Identify the top 3 problems computer science research solves, such as developing efficient algorithms, building secure systems, and advancing AI and machine learning, and explain how it addresses each problem effectively.",
+            "Outline the 3 essential method steps required for conducting groundbreaking computer science research, highlighting the novelty and significance of each step in pushing the boundaries of computing.",
+            "Discuss the innovative aspects of the computer science research method steps and how they differ from traditional approaches, contributing to advancements in the field.",
+            "Propose 3 creative ways to structure computer science research projects and collaborations to optimize performance, efficiency, and impact in driving innovation and solving real-world problems."
         ]
     }
 }
-
 # This displays per video and per image.                    
 @st.cache_resource
 def display_glossary_entity(k):
@@ -1541,10 +1564,10 @@ if AddAFileForContext:
 display_glossary_grid(roleplaying_glossary)  # Word Glossary Jump Grid - Dynamically calculates columns based on details length to keep topic together
             
 
-num_columns_video=st.slider(key="num_columns_video", label="Choose Number of Video Columns", min_value=1, max_value=15, value=2)
+num_columns_video=st.slider(key="num_columns_video", label="Choose Number of Video Columns", min_value=1, max_value=15, value=4)
 display_videos_and_links(num_columns_video)   # Video Jump Grid
 
-num_columns_images=st.slider(key="num_columns_images", label="Choose Number of Image Columns", min_value=1, max_value=15, value=2)
+num_columns_images=st.slider(key="num_columns_images", label="Choose Number of Image Columns", min_value=1, max_value=15, value=4)
 display_images_and_wikipedia_summaries(num_columns_images)   # Image Jump Grid
 
 num_columns_text=st.slider(key="num_columns_text", label="Choose Number of Text Columns", min_value=1, max_value=15, value=4)