Personal Agents and the Process of Experience
Personal agents are optimized for outcomes, but the process of experience is a core part of many activities, such as travel. Business travel is often more complex than personal travel, with many constraints and trade-offs.
Key Points:
Optimizing for Outcomes vs. Process: Personal agents prioritize outcomes, but the process of experience is crucial for activities like travel.
Complexity of Business Travel: Business travel involves many constraints and trade-offs, making it more complex than personal travel.
AI's Role in Travel Planning: AI can help with travel planning, but it should not collapse all aspects into a single outcome.
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🚀 AI Model Rankings and Flash-Class Models
Grok 4.7 has debuted as the #1 ranked Flash-class model for coding. Flash model rankings for Grok 4.7 on APEX include APEX-SWE: 53.6% Pass@1 (#1) and APEX-Agents: 54.6% Pass@1 (#3).
Key Points:
Grok 4.7's Performance: Grok 4.7 has achieved top rankings in Flash-class models for coding.
APEX Rankings: Grok 4.7's performance on APEX includes APEX-SWE: 53.6% Pass@1 (#1) and APEX-Agents: 54.6% Pass@1 (#3).
Flash-Class Models: Flash-class models are designed for high-performance applications.
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🚀 MiniMax Code and Upcoming Models
MiniMax Code and upcoming models are being developed by the team at MiniMax AI. The company is cooking, and the energy level is out of scale.
Key Points:
MiniMax Code: MiniMax Code is a key part of the company's development.
Upcoming Models: The company is working on new models, which are expected to be exciting.
Energy Level: The energy level at MiniMax AI is high, with a sense of excitement and anticipation.
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🚀 AI and Math Developments
The author has been immersed in the beautiful "human story of the mathematical achievement of proving Serre's (modularity) conjecture". A book review is coming soon.
Key Points:
Mathematical Achievement: The author has been studying the mathematical achievement of proving Serre's (modularity) conjecture.
Book Review: A book review is being written, which will explore the human story behind the mathematical achievement.
AI and Math: The development of AI and math is an exciting area of research.
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🚀 AI and Employment Effects
A new paper has been published, which explores the effects of AI on employment. The paper finds that there is no widespread job displacement, but gaps for AI-exposed 22-25 y/o widened to 19% by June 2026 in ADP sample.
Key Points:
AI and Employment: The paper explores the effects of AI on employment.
No Job Displacement: The paper finds that there is no widespread job displacement.
Gaps for AI-Exposed: The paper finds that gaps for AI-exposed 22-25 y/o widened to 19% by June 2026 in ADP sample.
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🚀 Youth Olympic Games and Community Participation
The author regrets that the Youth Olympic Games were not inclusive of the community. The games should be a moment of gathering, inclusion, and participation by all the vital forces of the community.
Key Points:
Youth Olympic Games: The author regrets that the Youth Olympic Games were not inclusive of the community.
Inclusion and Participation: The games should be a moment of gathering, inclusion, and participation by all the vital forces of the community.
Community Participation: The community should be involved in the planning and execution of the games.
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🚀 Control Loops and Jev Class Models
The author argues that Jev class models should be used on the inside of control loops, rather than the outside. This is because Jev class models are better suited for controlling PID controllers.
Key Points:
Control Loops: The author discusses the importance of control loops in engineering.
Jev Class Models: The author argues that Jev class models should be used on the inside of control loops.
PID Controllers: Jev class models are better suited for controlling PID controllers.
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