Yao Li
@yaoli13.bsky.social
An Entrepreneur and Investor sharing physical, mental and financial wealth tips (non-financial advice, your money your decision)
Weekly Thoughts - #AI #Technology #Startup #Economy - 06/01/2025:
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company)
1. Clear Shift Toward Applications:
The AI industry is moving steadily from foundational models toward real-world
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company)
1. Clear Shift Toward Applications:
The AI industry is moving steadily from foundational models toward real-world
June 2, 2025 at 5:18 AM
Weekly Thoughts - #AI #Technology #Startup #Economy - 06/01/2025:
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company)
1. Clear Shift Toward Applications:
The AI industry is moving steadily from foundational models toward real-world
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company)
1. Clear Shift Toward Applications:
The AI industry is moving steadily from foundational models toward real-world
Weekly Thoughts - #AI #Technology #Startup #Economy - 05/25/2025:
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. The deep integration of artificial intelligence and hardware is a key area to watch for the future.
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. The deep integration of artificial intelligence and hardware is a key area to watch for the future.
May 26, 2025 at 4:22 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 05/25/2025:
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. The deep integration of artificial intelligence and hardware is a key area to watch for the future.
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. The deep integration of artificial intelligence and hardware is a key area to watch for the future.
Weekly Thoughts - #AI #Technology #Startup #Economy - 05/18/2025:
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. The AI wave continues to surge and is expanding deeply across industries, with no signs of slowing down.
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. The AI wave continues to surge and is expanding deeply across industries, with no signs of slowing down.
May 21, 2025 at 5:44 AM
Weekly Thoughts - #AI #Technology #Startup #Economy - 05/18/2025:
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. The AI wave continues to surge and is expanding deeply across industries, with no signs of slowing down.
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. The AI wave continues to surge and is expanding deeply across industries, with no signs of slowing down.
Weekly Thoughts - #AI #Technology #Startup #Economy #Longevity - 05/11/2025:
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. Incremental Progress: The human body is a complex system, and breakthroughs in longevity science are more
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. Incremental Progress: The human body is a complex system, and breakthroughs in longevity science are more
May 21, 2025 at 5:31 AM
Weekly Thoughts - #AI #Technology #Startup #Economy #Longevity - 05/11/2025:
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. Incremental Progress: The human body is a complex system, and breakthroughs in longevity science are more
(Disclaimer: The following represents personal opinions only and does not reflect the position of any company.)
1. Incremental Progress: The human body is a complex system, and breakthroughs in longevity science are more
Weekly Thoughts - #AI #Technology #Startup #Economy #Bio - 05/04/2025:
1. Biological therapy technologies continue to advance, but challenges such as high costs, complex procedures, and difficulties in scaling remain unresolved, leading to relatively slow industrialization.
1. Biological therapy technologies continue to advance, but challenges such as high costs, complex procedures, and difficulties in scaling remain unresolved, leading to relatively slow industrialization.
May 4, 2025 at 3:45 PM
Weekly Thoughts - #AI #Technology #Startup #Economy #Bio - 05/04/2025:
1. Biological therapy technologies continue to advance, but challenges such as high costs, complex procedures, and difficulties in scaling remain unresolved, leading to relatively slow industrialization.
1. Biological therapy technologies continue to advance, but challenges such as high costs, complex procedures, and difficulties in scaling remain unresolved, leading to relatively slow industrialization.
Weekly Thoughts - #AI #Technology #Startup #Economy #Bio - 04/27/2025:
1. The Era of Biopharmaceuticals Has Established Its Dominance:
The overall outlook for the pharmaceutical industry remains unchanged—biopharmaceuticals have become the core driver and main growth engine of the sector.
1. The Era of Biopharmaceuticals Has Established Its Dominance:
The overall outlook for the pharmaceutical industry remains unchanged—biopharmaceuticals have become the core driver and main growth engine of the sector.
April 27, 2025 at 4:37 PM
Weekly Thoughts - #AI #Technology #Startup #Economy #Bio - 04/27/2025:
1. The Era of Biopharmaceuticals Has Established Its Dominance:
The overall outlook for the pharmaceutical industry remains unchanged—biopharmaceuticals have become the core driver and main growth engine of the sector.
1. The Era of Biopharmaceuticals Has Established Its Dominance:
The overall outlook for the pharmaceutical industry remains unchanged—biopharmaceuticals have become the core driver and main growth engine of the sector.
Weekly Thoughts - #AI #Technology #Startup #Economy - 04/20/2025:
1. Every stable phase of society follows certain patterns.
2. By understanding the key technologies and core winning strategies of an era, we can deduce the underlying trends that define it.
1. Every stable phase of society follows certain patterns.
2. By understanding the key technologies and core winning strategies of an era, we can deduce the underlying trends that define it.
April 20, 2025 at 5:14 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 04/20/2025:
1. Every stable phase of society follows certain patterns.
2. By understanding the key technologies and core winning strategies of an era, we can deduce the underlying trends that define it.
1. Every stable phase of society follows certain patterns.
2. By understanding the key technologies and core winning strategies of an era, we can deduce the underlying trends that define it.
Weekly Thoughts - #AI #Technology #Startup #Economy - 04/13/2025:
1. A New General Analysis Method for the AI Era
In unfamiliar domains, tools like GPT can help rapidly build analytical frameworks and generate preliminary insights.
1. A New General Analysis Method for the AI Era
In unfamiliar domains, tools like GPT can help rapidly build analytical frameworks and generate preliminary insights.
April 13, 2025 at 4:45 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 04/13/2025:
1. A New General Analysis Method for the AI Era
In unfamiliar domains, tools like GPT can help rapidly build analytical frameworks and generate preliminary insights.
1. A New General Analysis Method for the AI Era
In unfamiliar domains, tools like GPT can help rapidly build analytical frameworks and generate preliminary insights.
Weekly Thoughts - #AI #Technology #Startup #Economy - 04/06/2025:
1. Mesoscopic (Mid-Level) Analysis Is Crucial
- Macroeconomic factors only accelerate or decelerate the pace of technological transformation.
- Real insight comes from analyzing changes at the industry level, not just macro trends.
1. Mesoscopic (Mid-Level) Analysis Is Crucial
- Macroeconomic factors only accelerate or decelerate the pace of technological transformation.
- Real insight comes from analyzing changes at the industry level, not just macro trends.
April 6, 2025 at 5:11 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 04/06/2025:
1. Mesoscopic (Mid-Level) Analysis Is Crucial
- Macroeconomic factors only accelerate or decelerate the pace of technological transformation.
- Real insight comes from analyzing changes at the industry level, not just macro trends.
1. Mesoscopic (Mid-Level) Analysis Is Crucial
- Macroeconomic factors only accelerate or decelerate the pace of technological transformation.
- Real insight comes from analyzing changes at the industry level, not just macro trends.
Weekly Thoughts - #AI #Technology #Startup #Economy - 03/30/2025:
Current & Future Trends in AI Marketing & Customer Service
1. AI Marketing & Customer Service in Its Second Wave
- The current trend focuses on enhancing and optimizing existing data and user bases.
Current & Future Trends in AI Marketing & Customer Service
1. AI Marketing & Customer Service in Its Second Wave
- The current trend focuses on enhancing and optimizing existing data and user bases.
March 30, 2025 at 5:14 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 03/30/2025:
Current & Future Trends in AI Marketing & Customer Service
1. AI Marketing & Customer Service in Its Second Wave
- The current trend focuses on enhancing and optimizing existing data and user bases.
Current & Future Trends in AI Marketing & Customer Service
1. AI Marketing & Customer Service in Its Second Wave
- The current trend focuses on enhancing and optimizing existing data and user bases.
Weekly Thoughts - #AI #Technology #Startup #Economy - 03/23/2025:
1. Scaling Law Remains Valid
Hardware upgrades will continue to drive computing power competition.
2. Inference Evolution Becomes a Key Focus
The surge in inference demand requires close monitoring.
1. Scaling Law Remains Valid
Hardware upgrades will continue to drive computing power competition.
2. Inference Evolution Becomes a Key Focus
The surge in inference demand requires close monitoring.
March 23, 2025 at 5:08 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 03/23/2025:
1. Scaling Law Remains Valid
Hardware upgrades will continue to drive computing power competition.
2. Inference Evolution Becomes a Key Focus
The surge in inference demand requires close monitoring.
1. Scaling Law Remains Valid
Hardware upgrades will continue to drive computing power competition.
2. Inference Evolution Becomes a Key Focus
The surge in inference demand requires close monitoring.
Weekly Thoughts - #AI #Technology #Startup #Economy - 03/16/2025:
AI Applications Are Rapidly Becoming Agent-Based
1. The Shift Toward AI Agents
Whether in software development or large language models, AI applications are increasingly evolving toward an agent-based paradigm.
AI Applications Are Rapidly Becoming Agent-Based
1. The Shift Toward AI Agents
Whether in software development or large language models, AI applications are increasingly evolving toward an agent-based paradigm.
March 16, 2025 at 5:04 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 03/16/2025:
AI Applications Are Rapidly Becoming Agent-Based
1. The Shift Toward AI Agents
Whether in software development or large language models, AI applications are increasingly evolving toward an agent-based paradigm.
AI Applications Are Rapidly Becoming Agent-Based
1. The Shift Toward AI Agents
Whether in software development or large language models, AI applications are increasingly evolving toward an agent-based paradigm.
Weekly Thoughts - #AI #Technology #Startup #Economy - 03/09/2025:
1. Cloud AI vs. Edge AI:
* Cloud AI is better suited for developing general-purpose large models, exploring Artificial General Intelligence (AGI), or pursuing the path of "universal" AI.
1. Cloud AI vs. Edge AI:
* Cloud AI is better suited for developing general-purpose large models, exploring Artificial General Intelligence (AGI), or pursuing the path of "universal" AI.
March 9, 2025 at 5:12 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 03/09/2025:
1. Cloud AI vs. Edge AI:
* Cloud AI is better suited for developing general-purpose large models, exploring Artificial General Intelligence (AGI), or pursuing the path of "universal" AI.
1. Cloud AI vs. Edge AI:
* Cloud AI is better suited for developing general-purpose large models, exploring Artificial General Intelligence (AGI), or pursuing the path of "universal" AI.
Weekly Thoughts - #AI #Technology #Startup #Economy #Saas - 03/02/2025:
1. SaaS Sector to Lead AI Market Growth in 2025: The SaaS industry is expected to be the primary driver of AI market expansion next year.
1. SaaS Sector to Lead AI Market Growth in 2025: The SaaS industry is expected to be the primary driver of AI market expansion next year.
March 2, 2025 at 6:12 PM
Weekly Thoughts - #AI #Technology #Startup #Economy #Saas - 03/02/2025:
1. SaaS Sector to Lead AI Market Growth in 2025: The SaaS industry is expected to be the primary driver of AI market expansion next year.
1. SaaS Sector to Lead AI Market Growth in 2025: The SaaS industry is expected to be the primary driver of AI market expansion next year.
February 23, 2025 at 6:01 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 02/16/2025:
1. AI Industry’s New Trends: The development of AI is shifting towards ecosystem-driven, decoupled, and increasingly complex structures.
1. AI Industry’s New Trends: The development of AI is shifting towards ecosystem-driven, decoupled, and increasingly complex structures.
February 16, 2025 at 6:05 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 02/16/2025:
1. AI Industry’s New Trends: The development of AI is shifting towards ecosystem-driven, decoupled, and increasingly complex structures.
1. AI Industry’s New Trends: The development of AI is shifting towards ecosystem-driven, decoupled, and increasingly complex structures.
Weekly Thoughts #AI #Technology #Startup #Economy - 02/09/2025:
1. The future of industries follows certain predictable trends while also containing uncertain variables. By systematically analyzing key variables and constructing future scenarios, we can establish a framework for continuous tracking.
1. The future of industries follows certain predictable trends while also containing uncertain variables. By systematically analyzing key variables and constructing future scenarios, we can establish a framework for continuous tracking.
February 9, 2025 at 7:02 PM
Weekly Thoughts #AI #Technology #Startup #Economy - 02/09/2025:
1. The future of industries follows certain predictable trends while also containing uncertain variables. By systematically analyzing key variables and constructing future scenarios, we can establish a framework for continuous tracking.
1. The future of industries follows certain predictable trends while also containing uncertain variables. By systematically analyzing key variables and constructing future scenarios, we can establish a framework for continuous tracking.
Weekly Thoughts - #AI #Technology #Startup #Economy - 01/26/2025:
1. From an industry perspective, artificial intelligence is transitioning from the introduction phase to the expansion phase, with the Agent paradigm moving toward practical implementation.
1. From an industry perspective, artificial intelligence is transitioning from the introduction phase to the expansion phase, with the Agent paradigm moving toward practical implementation.
January 26, 2025 at 6:10 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 01/26/2025:
1. From an industry perspective, artificial intelligence is transitioning from the introduction phase to the expansion phase, with the Agent paradigm moving toward practical implementation.
1. From an industry perspective, artificial intelligence is transitioning from the introduction phase to the expansion phase, with the Agent paradigm moving toward practical implementation.
Weekly Thoughts - #AI #Technology #Startup #Economy - 01/19/2025:
Understanding Social Development Cycles to Anticipate the Future
Understanding Social Development Cycles to Anticipate the Future
January 19, 2025 at 7:17 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 01/19/2025:
Understanding Social Development Cycles to Anticipate the Future
Understanding Social Development Cycles to Anticipate the Future
Weekly Thoughts - #AI #Technology #Startup #Economy #CES - 01/12/2025:
Key Insights from CES and the AI Industry Trends
1. CES as a Predictor of Trends
- The CES exhibition provides a glimpse into trends for the next 6-12 months, showcasing how AI is rapidly permeating various industries.
Key Insights from CES and the AI Industry Trends
1. CES as a Predictor of Trends
- The CES exhibition provides a glimpse into trends for the next 6-12 months, showcasing how AI is rapidly permeating various industries.
January 12, 2025 at 8:09 PM
Weekly Thoughts - #AI #Technology #Startup #Economy #CES - 01/12/2025:
Key Insights from CES and the AI Industry Trends
1. CES as a Predictor of Trends
- The CES exhibition provides a glimpse into trends for the next 6-12 months, showcasing how AI is rapidly permeating various industries.
Key Insights from CES and the AI Industry Trends
1. CES as a Predictor of Trends
- The CES exhibition provides a glimpse into trends for the next 6-12 months, showcasing how AI is rapidly permeating various industries.
Weekly Thoughts - #AI #Technology #Startup #Economy - 01/05/2025:
Seizing the Opportunities of Our Era
1. Understanding the Opportunities of Our Time
- Technological Revolution: The rise of AI and other transformative technologies marks a new wave of opportunities for development and innovation.
Seizing the Opportunities of Our Era
1. Understanding the Opportunities of Our Time
- Technological Revolution: The rise of AI and other transformative technologies marks a new wave of opportunities for development and innovation.
January 6, 2025 at 12:40 AM
Weekly Thoughts - #AI #Technology #Startup #Economy - 01/05/2025:
Seizing the Opportunities of Our Era
1. Understanding the Opportunities of Our Time
- Technological Revolution: The rise of AI and other transformative technologies marks a new wave of opportunities for development and innovation.
Seizing the Opportunities of Our Era
1. Understanding the Opportunities of Our Time
- Technological Revolution: The rise of AI and other transformative technologies marks a new wave of opportunities for development and innovation.
Yao’s Substack
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January 6, 2025 at 12:36 AM
Yao’s Substack
yaoli0615.substack.com?r=4x26nq&utm...
yaoli0615.substack.com?r=4x26nq&utm...
Weekly Thoughts - #Economy #AI #Technology #Startup - 12/29/2024:
Key Insights on Global Economic and Market Trends
1. U.S. Economy
- Technological advancements continue to sustain economic growth.
Key Insights on Global Economic and Market Trends
1. U.S. Economy
- Technological advancements continue to sustain economic growth.
December 29, 2024 at 7:10 PM
Weekly Thoughts - #Economy #AI #Technology #Startup - 12/29/2024:
Key Insights on Global Economic and Market Trends
1. U.S. Economy
- Technological advancements continue to sustain economic growth.
Key Insights on Global Economic and Market Trends
1. U.S. Economy
- Technological advancements continue to sustain economic growth.
Weekly Thoughts - #AI #Technology #Startup #Economy - 12/22/2024:
1. Formation of an AI Technology Ecosystem
* AI is at the core of a rapidly forming ecosystem of interrelated technologies.
1. Formation of an AI Technology Ecosystem
* AI is at the core of a rapidly forming ecosystem of interrelated technologies.
December 22, 2024 at 5:54 PM
Weekly Thoughts - #AI #Technology #Startup #Economy - 12/22/2024:
1. Formation of an AI Technology Ecosystem
* AI is at the core of a rapidly forming ecosystem of interrelated technologies.
1. Formation of an AI Technology Ecosystem
* AI is at the core of a rapidly forming ecosystem of interrelated technologies.
Weekly Thoughts - #AI #Technology #Startup #Economy - 12/15/2024:
1. #Startups are still in the exploratory phase of generative services, focusing on areas with relatively complete data and clear monetization opportunities as their initial breakthrough.
1. #Startups are still in the exploratory phase of generative services, focusing on areas with relatively complete data and clear monetization opportunities as their initial breakthrough.
December 16, 2024 at 6:44 AM
Weekly Thoughts - #AI #Technology #Startup #Economy - 12/15/2024:
1. #Startups are still in the exploratory phase of generative services, focusing on areas with relatively complete data and clear monetization opportunities as their initial breakthrough.
1. #Startups are still in the exploratory phase of generative services, focusing on areas with relatively complete data and clear monetization opportunities as their initial breakthrough.