Have I Been Trained? vs Myriad: A Detailed Comparison
The AI landscape is divided into two primary camps: those creating the technology and those affected by its data-hungry nature. In this comparison, we look at two tools that sit on opposite ends of this spectrum. Have I Been Trained? is a transparency tool designed to protect creators' rights, while Myriad is a productivity platform built to help marketers and writers maximize AI output. Though they reside in the same ecosystem, their purposes could not be more different.
Quick Comparison Table
| Feature | Have I Been Trained? | Myriad |
|---|---|---|
| Primary Goal | Data transparency and artist rights. | Content scaling and prompt optimization. |
| Key Function | Search datasets for used images. | Generate long-form, ad, and email content. |
| Target Audience | Artists, photographers, and rights holders. | Copywriters, marketers, and SEO specialists. |
| Core Technology | Spawning.ai API / LAION dataset search. | Multi-LLM (ChatGPT, Copilot, Claude, etc.). |
| Pricing | Free for basic search and opt-out. | Subscription-based (Free entry available). |
| Best For | Protecting intellectual property. | Scaling professional writing workflows. |
Overview of Each Tool
Have I Been Trained? is a public utility created by Spawning.ai. It allows artists and photographers to search through massive datasets (like LAION-5B) used to train popular models like Stable Diffusion and Midjourney. The tool serves as a bridge between creators and AI developers, providing a way for individuals to see if their copyrighted work was used without consent and offering a mechanism to "opt-out" of future training sets.
Myriad is an AI-driven content orchestration platform designed to streamline the writing process. Rather than relying on a single AI model, Myriad allows users to harness the strengths of various LLMs (Large Language Models) like ChatGPT and Microsoft Copilot in one place. It focuses on "prompt engineering at scale," helping users build, fine-tune, and save complex prompts to generate everything from high-converting ad copy to detailed long-form blog posts.
Detailed Feature Comparison
Data Control vs. Content Output
The core difference between these tools lies in their relationship with data. Have I Been Trained? is a "defensive" tool. Its primary feature is a search engine where you can upload an image or enter a text query to find matches in AI training databases. Once found, the tool provides a "Do Not Train" registry, allowing you to flag your work so that participating AI companies can respect your preference in future model iterations. It is about reclaiming control over digital fingerprints.
In contrast, Myriad is an "offensive" tool meant for production. It doesn't care where the training data came from; instead, it provides a sophisticated interface to get the most out of that data. Its standout features include prompt templates and fine-tuning controls that allow you to maintain a consistent brand voice across different AI models. While Have I Been Trained? helps you pull your data out of the machine, Myriad helps you pull the best possible results out of the machine.
Workflow Integration
Myriad is built for the daily grind of a content creator. It offers a centralized dashboard where you can manage "chains" of prompts—for example, taking a single product description and instantly turning it into five social media posts, three email subject lines, and a Google Ad. It is designed to be a "force multiplier" for teams that need to produce high volumes of text without losing quality.
Have I Been Trained? operates more like a specialized audit tool. It isn't a tool you use every hour, but rather one you visit periodically to monitor the usage of your portfolio. However, for developers and large-scale studios, its parent company (Spawning) offers an API that integrates into digital asset management systems, allowing companies to automatically check if their entire catalog has been scraped.
Pricing Comparison
- Have I Been Trained?: The web-based search and individual opt-out registry are currently free to use. This makes it an accessible resource for independent artists. Professional/Enterprise access to the Spawning API for bulk searching and rights management typically requires a custom quote or a paid tier through the Spawning platform.
- Myriad: Myriad typically follows a SaaS subscription model. While there is often a free tier or a limited trial to test prompt templates, "scaling" features—such as higher word counts, access to premium models (like GPT-4), and team collaboration tools—are locked behind monthly or annual paid plans. These plans are priced competitively with other AI writing assistants like Jasper or Copy.ai.
Use Case Recommendations
Use Have I Been Trained? if:
- You are an artist or photographer concerned about your work being used to train AI models without your permission.
- You want to register your work for "Do Not Train" status to protect your future intellectual property.
- You are a researcher interested in the transparency and composition of massive AI datasets.
Use Myriad if:
- You are a marketer or business owner who needs to produce a high volume of written content quickly.
- You want to compare outputs from different AI models (like ChatGPT vs. Copilot) to see which one writes better for your specific niche.
- You need a centralized place to save and optimize your best-performing AI prompts for your team.
Verdict
Comparing Have I Been Trained? and Myriad is a bit like comparing a security system to a high-speed printing press. They are both essential tools in the modern AI era, but they solve entirely different problems.
The Clear Recommendation: If you are a creator worried about your digital rights, Have I Been Trained? is an indispensable and free resource that you should check immediately. However, if you are a professional writer or marketer looking to work faster and smarter, Myriad is the tool that will actually help you get your work done. For most users, these aren't "either/or" choices—you might use Have I Been Trained? to protect your original assets while using Myriad to help market them.