ci: enforce code formatting checks for backend and frontend (#1536)

frontend/public/demo/threads/3823e443-4e2b-4679-b496-a9506eae462b/user-data/outputs/fei-fei-li-podcast-timeline.md

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 # Dr. Fei-Fei Li: Recent Podcast Appearances Timeline (Last 6 Months)
 
 ## Overview
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 Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing on major podcasts discussing the future of artificial intelligence, spatial intelligence, human-centered AI, and her work at World Labs. This timeline compiles key highlights from her recent podcast appearances from August 2025 to January 2026.
 
 ---
@@ -8,9 +9,11 @@ Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing
 ## Timeline of Recent Podcast Appearances
 
 ### January 15, 2025 - **Possible Podcast** (with Reid Hoffman and Aria Finger)
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 **Episode:** "Fei-Fei Li on spatial intelligence and human-centered AI"
 
 **Key Highlights:**
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 - **Spatial Intelligence as Next Frontier:** Emphasized that spatial intelligence represents the next major evolution beyond large language models (LLMs)
 - **Human-Centered AI Philosophy:** Discussed the importance of building AI that amplifies human potential rather than replacing humans
 - **Regulatory Guardrails:** Addressed the need for thoughtful regulation and governance frameworks for AI development
@@ -22,9 +25,11 @@ Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing
 ---
 
 ### August 15, 2025 - **Firing Line (PBS)**
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 **Episode:** "Fei-Fei Li on ethical AI development"
 
 **Key Highlights:**
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 - **Ethical AI Development:** Discussed the challenges and responsibilities in developing AI ethically
 - **Societal Impact:** Addressed how AI will transform various sectors including healthcare, education, and employment
 - **Policy Recommendations:** Provided insights on what policy frameworks are needed for responsible AI deployment
@@ -33,9 +38,11 @@ Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing
 ---
 
 ### November 16, 2025 - **Lenny's Podcast**
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 **Episode:** "The Godmother of AI on jobs, robots & why world models are next"
 
 **Key Highlights:**
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 - **World Models Introduction:** Explained why world models and spatial intelligence represent the next frontier beyond LLMs
 - **AI Won't Replace Humans:** Argued that AI won't replace humans but will require us to take responsibility for ourselves
 - **Marble Applications:** Revealed surprising applications of World Labs' Marble product, from movie production to psychological research
@@ -44,6 +51,7 @@ Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing
 - **Participation for All:** Explained how anyone can participate in AI regardless of their role or background
 
 **Key Discussion Points:**
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 1. How ImageNet helped spark the current AI explosion
 2. The "bitter lesson" in AI and robotics
 3. Applications of Marble in creative industries and therapy
@@ -52,9 +60,11 @@ Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing
 ---
 
 ### November 25, 2025 - **Masters of Scale Summit**
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 **Episode:** "The 'Godmother of AI' on the next phase of AI" (with Reid Hoffman)
 
 **Key Highlights:**
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 - **Fearless Approach:** Discussed why scientists and entrepreneurs need to be fearless in the face of an uncertain AI future
 - **Spatial Intelligence & World Modeling:** Detailed the next phase of AI focusing on spatial understanding
 - **Trust Building:** Explained how leaders should build societal trust in AI products and companies
@@ -62,6 +72,7 @@ Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing
 - **Entrepreneurial Responsibility:** Argued that entrepreneurs should care about trust from day one of AI development
 
 **Chapter Topics Covered:**
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 - The next phase of AI: spatial intelligence & world modeling
 - What spatial intelligence has done for humans
 - Whether AI is over-hyped
@@ -71,9 +82,11 @@ Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing
 ---
 
 ### December 9, 2025 - **The Tim Ferriss Show** (#839)
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 **Episode:** "Dr. Fei-Fei Li, The Godmother of AI — Asking Audacious Questions, Civilizational Technology, and Finding Your North Star"
 
 **Key Highlights:**
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 - **Civilizational Technology:** Defined AI as a "civilizational technology" that will have profound economic, social, cultural, and political impacts
 - **Personal Journey:** Shared her immigrant story from Chengdu to New Jersey, and her family's seven years running a dry cleaning shop while she attended Princeton
 - **ImageNet Creation:** Detailed the creation of ImageNet and how it birthed modern AI, including innovative use of Amazon Mechanical Turk for data labeling
@@ -82,11 +95,13 @@ Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing
 - **Human-Centered Focus:** Emphasized that "people are at the heart of everything" in AI development
 
 **Notable Quotes:**
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 - "Really, at the end of the day, people are at the heart of everything. People made AI, people will be using AI, people will be impacted by AI, and people should have a say in AI."
 - "AI is absolutely a civilizational technology... it'll have—or [is] already having—a profound impact in the economic, social, cultural, political, downstream effects of our society."
 - "What is your North Star?"
 
 **Key Topics Discussed:**
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 - From fighter jets to physics to asking "What is intelligence?"
 - The epiphany everyone missed: Big data as the hidden hypothesis
 - Against the single-genius myth: Science as non-linear lineage
@@ -97,9 +112,11 @@ Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing
 ---
 
 ### June 16, 2025 - **Y Combinator Startup Podcast**
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 **Episode:** "Fei-Fei Li - Spatial Intelligence is the Next Frontier in AI"
 
 **Key Highlights:**
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 - **Startup Perspective:** Provided insights for AI startups on navigating the current landscape
 - **Technical Deep Dive:** Offered detailed explanations of spatial intelligence technologies
 - **Entrepreneurial Advice:** Shared lessons from transitioning from academia to entrepreneurship
@@ -110,26 +127,31 @@ Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing
 ## Common Themes Across Recent Appearances
 
 ### 1. **Spatial Intelligence as the Next Frontier**
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 - Repeated emphasis that spatial intelligence represents the next major evolution beyond language models
 - World Labs' focus on creating AI that understands and interacts with the physical world
 - Applications ranging from robotics and autonomous systems to creative industries and therapy
 
 ### 2. **Human-Centered AI Philosophy**
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 - Consistent message that AI should augment rather than replace human capabilities
 - Emphasis on maintaining human agency and responsibility in AI systems
 - Focus on building trust and ethical frameworks
 
 ### 3. **Educational Transformation**
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 - Advocacy for integrating AI into education to enhance learning
 - Proposal to use AI as a benchmark for student improvement
 - Emphasis on making AI accessible to people from all backgrounds
 
 ### 4. **Historical Perspective**
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 - Frequent references to ImageNet's role in sparking the deep learning revolution
 - Context about how rapidly the AI landscape has changed
 - Emphasis on collaborative, non-linear progress in scientific advancement
 
 ### 5. **Entrepreneurial Vision**
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 - Insights on building AI companies in the current environment
 - Balance between technological innovation and responsible development
 - Focus on practical applications that solve real-world problems
@@ -139,18 +161,21 @@ Dr. Fei-Fei Li, often called the "Godmother of AI," has been actively appearing
 ## Key Insights and Predictions
 
 ### **Near-Term Developments (1-3 years):**
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 - Rapid advancement in spatial intelligence and world modeling technologies
 - Increased integration of AI in education and creative industries
 - Growing focus on AI ethics and governance frameworks
 - Expansion of practical applications in healthcare, therapy, and accessibility
 
 ### **Medium-Term Vision (3-5 years):**
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 - More sophisticated human-AI collaboration systems
 - Breakthroughs in robotics enabled by spatial intelligence
 - Transformation of how we teach and learn with AI assistance
 - Development of new industries centered around spatial AI
 
 ### **Long-Term Philosophy:**
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 - AI as a "civilizational technology" that requires thoughtful stewardship
 - Emphasis on maintaining human values and agency in technological progress
 - Vision of technology that helps humanity "raise above our paleolithic emotions"
@@ -166,6 +191,7 @@ The timeline shows her evolving role from academic researcher to entrepreneur wh
 ---
 
 ## Sources
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 1. The Tim Ferriss Show (December 9, 2025)
 2. Lenny's Podcast (November 16, 2025)
 3. Masters of Scale Summit (November 25, 2025)
@@ -173,4 +199,4 @@ The timeline shows her evolving role from academic researcher to entrepreneur wh
 5. Firing Line, PBS (August 15, 2025)
 6. Y Combinator Startup Podcast (June 16, 2025)
 
-*Compiled on January 25, 2026*
+_Compiled on January 25, 2026_