The AI landscape is expanding beyond simple chatbots into specialized niches that serve very different needs. On one hand, you have tools designed to enhance live human experiences, and on the other, tools built to protect human intellectual property from the AI models themselves. In this comparison, we look at Aispect and Have I Been Trained?—two platforms that sit on opposite ends of the AI utility spectrum.
Quick Comparison Table
| Feature | Aispect | Have I Been Trained? |
|---|---|---|
| Core Purpose | Converts live audio into visual art summaries. | Checks if images were used in AI training sets. |
| Primary Users | Event organizers, speakers, and webinar hosts. | Artists, photographers, and content creators. |
| Key Technology | Real-time speech-to-visual AI generation. | Dataset indexing (LAION-5B) and search. |
| Privacy Focus | Does not store audio recordings. | "Do Not Train" opt-out registry. |
| Pricing | Credit-based (starts at $12.50). | Free search; Paid API for developers. |
| Best For | Enhancing live event engagement. | Protecting digital rights and IP. |
Overview of Each Tool
Aispect is an innovative AI platform that redefines how audiences experience live events. By capturing live audio from speeches, meetings, or webinars, it "distills" the spoken content into striking, thought-provoking visuals in real-time. It is designed to act as a digital graphic recorder, providing attendees with a visual narrative of the discussion that can be shared or used as marketing collateral immediately after the session. With support for over 30 languages, it aims to make complex auditory information more accessible and memorable through AI-generated art.
Have I Been Trained? is a transparency and digital rights tool developed by Spawning.ai. It allows creators to search massive datasets, such as LAION-5B (used to train models like Stable Diffusion), to see if their copyrighted works have been scraped for AI training. Beyond just searching, the platform serves as a central hub for the "Do Not Train" registry, giving artists a way to signal their desire to opt out of future training sets. It is a critical tool for the creative community in the ongoing debate over AI ethics and intellectual property.
Detailed Feature Comparison
Functionality and Output
The fundamental difference between these tools is their direction of utility. Aispect is a generative tool; it takes input (audio) and creates something new (visuals). It focuses on the "now," providing a real-time enhancement to live interactions. In contrast, Have I Been Trained? is an auditing tool. It looks backward at existing data to find matches. It doesn't create art; instead, it helps you manage where your existing art has gone and how it is being used by third-party developers.
Data Handling and Privacy
Both tools take privacy seriously but in different contexts. Aispect ensures that it does not store the audio it processes, only keeping the generated images for the user. This makes it a safe choice for corporate meetings or sensitive webinars where data retention is a concern. Have I Been Trained? focuses on data sovereignty. It provides a platform for users to claim their digital identity and request that their images be excluded from future AI model training, effectively giving creators more control over their online footprint.
Integration and Accessibility
Aispect is built as a web-based application that can be used alongside meeting software or live event setups. Its credit-based system is straightforward for one-off events or recurring monthly use. Have I Been Trained? is highly accessible to the public for individual searches but also offers a robust API (through Spawning.ai). This allows other platforms and developers to integrate "opt-out" checks directly into their own software, creating a broader ecosystem for ethical AI data sourcing.
Pricing Comparison
Aispect operates on a credit-based model where one image equals one credit. Users can buy packs or subscribe:
- Pay-as-you-go: $12.50 for a pack of 30 credits.
- Basic Plan: $34.90 per month for 100 credits.
- Pro Plan: $149.90 per month for 500 credits.
Have I Been Trained? is primarily free for individuals. Anyone can visit the site to search by text or image and register for the "Do Not Train" list at no cost. For enterprise users or developers who need to check millions of images via API or integrate the registry into their own products, Spawning.ai offers custom pricing and enterprise-grade tools.
Use Case Recommendations
Use Aispect if:
- You are hosting a webinar and want to provide a live "visual summary" to keep the audience engaged.
- You are a keynote speaker looking for a unique way to visualize your talk for social media.
- You want to turn meeting transcripts into creative assets without hiring a manual graphic recorder.
Use Have I Been Trained? if:
- You are an artist or photographer concerned that your work is being used to train AI models without your consent.
- You want to opt your portfolio out of future AI training datasets.
- You are a developer looking to build ethical AI models that respect creator preferences.
Verdict
Choosing between Aispect and Have I Been Trained? is a matter of identifying whether you want to create or protect.
If you are an event professional or content creator looking to leverage AI to make your live sessions more immersive and visually stunning, Aispect is the clear choice. It is a specialized, creative tool that adds immediate value to live communication.
However, if you are a creator worried about the ethical implications of AI or the security of your intellectual property, Have I Been Trained? is an essential resource. It provides the transparency and agency that artists need in the age of generative AI.
For most users, these tools are not competitors but rather two different sides of the same AI coin. We recommend Aispect for event engagement and Have I Been Trained? for digital rights management.