Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Changing the perspective, we can extract several great AI product requirements from this characteristic: There are already many products in several directions.

Changing the perspective, we can extract several great AI product requirements from this characteristic: There are already many products in several directions. Emotion recogniti...

November 28, 2025 路 1 min read

Changing the perspective, we can extract several great AI product requirements from this characteristic: There are already many products in several directions.

Emotion recognition assistant: Helps users monitor and understand their own emotions and regulate negative emotions.

Personal Productivity AI: Leverage AI automation capabilities to simplify tasks for inactive users.

Personalized incentive plan: Generate personalized goals and incentive content for people who have heroic dreams and pursue a sense of achievement.

Social behavior optimization tool: analyzes negative behaviors in interpersonal relationships, such as selfishness and narrow-mindedness, and helps users optimize social strategies.

Hero Story Generator: Generate personalized virtual stories with them as the protagonists for users who have a hero complex.

Achievement Tracker: Record and analyze the user's daily progress and provide feedback on the sense of achievement.

Personalized content generation tools: Help users generate eye-catching content on social networks to meet their needs for attention.

Moral/Behavioral Advice Assistant: Provides advice in line with moral rules for those who use morality to kidnap others or act selfishly.

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FORMATTOPICCAPABILITYMARKETcoverscoverssignalssignalssignalsFORMATlongform noteTOPICretrievalTOPICtoolingCAPABILITYAI-native workbenchCAPABILITYproduct surfaceMARKETapplied AI team
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  topic-retrieval["retrieval"]
  topic-tooling["tooling"]
  capability-ai-native-workbench["AI-native workbench"]
  capability-product-surface["product surface"]
  market-applied-ai-team["applied AI team"]
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  format-long_post -->|covers| topic-tooling
  format-long_post -->|signals| capability-ai-native-workbench
  format-long_post -->|signals| capability-product-surface
  format-long_post -->|signals| market-applied-ai-team

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Changing the perspective, we can extract several great AI product requirements from t...THESISChanging theperspective, we canextract several greatAI productSIGNALChanging theperspective, we canextract several greatAI productOPERATORSocial behavioroptimization tool:analyzes negativebehaviors inIMPLICATIONMoral/BehavioralAdvice Assistant:Provides advice inline with moral rules
Mermaid outline
flowchart LR
  thesis["Changing the perspective, we can extract several great AI product requirements from this characteristic: Th..."]
  signal["Changing the perspective, we can extract several great AI product requirements from this characteristic: Th..."]
  operator["Social behavior optimization tool: analyzes negative behaviors in interpersonal relationships, such as self..."]
  implication["Moral/Behavioral Advice Assistant: Provides advice in line with moral rules for those who use morality to k..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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