Dalle 2 Pre Training Mitigations

---
name: dalle-2-pre-training-mitigations---dall·e-2-pre-tr
description: Skill for AI agent capabilities
---

# dalle-2-pre-training-mitigations - DALL·E 2 pre-training mitigations

## Description

In order to share the magic of DALL·E 2 with a broad audience, we needed to reduce the risks associated with powerful image generation models. To this end, we put various guardrails in place to prevent generated images from violating our content policy.

**Source:** https://openai.com/index/dall-e-2-pre-training-mitigations
**Date:** Tue, 28 Jun 2022 07:00:00 GMT
**Category:** OpenAI Research

## Activation Keywords

- dall·e 2 pre-training mitigations
- openai dalle-2-pre-training-mitigations
- dalle 2 pre training mitigations

## Core Concepts

### Key Points

- Extract from OpenAI research paper
- See original paper for detailed methodology

## Step-by-Step Instructions

### 1. Background

```python
# Research background
# See original paper: https://openai.com/index/dall-e-2-pre-training-mitigations
```

### 2. Implementation

```python
# Implementation details
# Refer to OpenAI's official implementation
```

## Tools Used

- `read` - Read research papers
- `web_fetch` - Fetch online resources
- `exec` - Run implementation code

## Example Use Cases

### 1. Basic Usage

```python
# Example usage based on research
```

## Instructions for Agents
Follow these steps when applying this skill:

### Step 1: Background

## Examples

### Example 1: Basic Application

**User:** I need to apply dalle-2-pre-training-mitigations - DALL·E 2 pre-training mitigations to my analysis.

**Agent:** I'll help you apply dalle-2-pre-training-mitigations. First, let me understand your specific use case...

**Context:** Apply the methodology

### Example 2: Advanced Scenario

**User:** Complex analysis scenario

**Agent:** Based on the methodology, I'll guide you through the advanced application...

### Example 2: Advanced Application

**User:** What are the key considerations for dalle-2-pre-training-mitigations?

**Agent:** Let me search for the latest research and best practices...

## Related Skills

- Other OpenAI research skills

## References

- https://openai.com/index/dall-e-2-pre-training-mitigations

---

**Created:** 2026-03-29 14:25
**Author:** Aerial (from OpenAI Research)