LLM-Based Brainstorming Task

An LLM-Based Brainstorming Task is an LLM-based task that leverages large language models to generate diverse ideas and creative solutions for problem exploration.

• AKA: LLM Ideation Task, AI-Assisted Brainstorming Task, LLM Creative Generation Task.
• Context:
  • It can typically generate Diverse Ideas through associative reasoning.
  • It can typically combine Disparate Concepts into novel combinations.
  • It can typically explore Solution Spaces without domain constraints.
  • It can often overcome Human Cognitive Biases through unconstrained generation.
  • It can often provide Rapid Iterations on conceptual variations.
  • It can often lack Deep Understanding of feasibility constraints.
  • It can range from being a Focused LLM-Based Brainstorming Task to being an Open-Ended LLM-Based Brainstorming Task, depending on its scope definition.
  • It can range from being a Scientific LLM-Based Brainstorming Task to being a Creative LLM-Based Brainstorming Task, depending on its domain application.
  • It can range from being a Individual LLM-Based Brainstorming Task to being a Collaborative LLM-Based Brainstorming Task, depending on its interaction mode.
  • It can range from being a Convergent LLM-Based Brainstorming Task to being a Divergent LLM-Based Brainstorming Task, depending on its ideation strategy.
  • ...
• Example:
  • Domain-Specific Brainstorming Tasks, such as:
    • LLM Scientific Research Brainstorming for hypothesis generation.
    • LLM Product Design Brainstorming for feature ideation.
    • LLM Marketing Campaign Brainstorming for creative concepts.
  • Problem-Solving Brainstorming Tasks, such as:
    • LLM Technical Solution Brainstorming for engineering challenges.
    • LLM Business Strategy Brainstorming for strategic options.
  • ...
• Counter-Example:
  • LLM Analysis Task, which evaluates existing solutions rather than generating new ideas.
  • Human Expert Brainstorming, which uses domain expertise rather than pattern-based generation.
• See: LLM-based Task, Creative Task, LLM Scientific Hypothesis Generation Task, Ideation Process, Problem Solving Task, AI-Assisted Creativity, Brainstorming Method.

---