# reflect (8064-reflect.com)

When people say reflect, they mean to think something over or to mirror an image. They want to pause and consider, or they want something shown back to them.

## What a model may hear
- introspection / self-examination (programming languages and frameworks): call methods that inspect an object's own structure, list its properties, or examine its type at runtime
- reflection mapping (computer graphics and game engines): apply environment maps to simulate shiny surfaces, or compute specular lighting from cube maps
- code reflection (software engineering tools): parse and analyze source code to generate documentation, tests, or dependency graphs
- reflect in networking (network diagnostics and security): echo packets back to sender, as in ICMP echo or TCP reflection attacks
- reflect in databases (database design and ORMs): denote bidirectional relationships where changes propagate between linked tables

## Where people and models part ways
- Says: "Reflect on what I just told you"
  Means: Think about it and give me your thoughts
  May be taken as: Trigger meta-cognitive loops or empty self-analysis without new content
  Say instead: "Summarize the key points and tell me what you think about them"
- Says: "Reflect my values in your answer"
  Means: Match my stated preferences and tone
  May be taken as: Attempt to inspect undefined user properties or hallucinate a user object
  Say instead: "Use a respectful tone and prioritize the goals I have stated"
- Says: "Give me a moment to reflect"
  Means: I need to pause and think
  May be taken as: Interpreted as a request for the model to run introspection on its own weights or reasoning trace
  Say instead: "I will pause now; please wait for my next message"
- Says: "Reflect the image"
  Means: Flip or mirror the image
  May be taken as: Apply a graphics shader or environment mapping operation
  Say instead: "Flip the image horizontally so left becomes right"

## Tips
- Say 'think step by step' instead of 'reflect' when you want reasoning
- Say 'mirror' or 'flip' instead of 'reflect' for image operations
- Specify 'your thoughts on' rather than 'reflect on' to avoid empty meta-commentary
- Avoid 'self-reflect' unless you genuinely want the model to describe its own process
- Use 'summarize and evaluate' as a clearer substitute for academic reflection tasks

## Often confused with
- introspect: More technical; almost always triggers code inspection in models
- mirror: More physical; less likely to trigger graphics pipeline assumptions
- contemplate: More poetic; models treat it as slow thinking, not technical operation
- echo: More literal for sound; models may read it as network packet echo
- project: More active outward; models may read it as data projection or rendering