ShieldstralMistral AI
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Related Products
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About
Classify provides page-level contextual intelligence for advertisers, developers, publishers, and software systems that work with the open web. Its ContentGraph index associates individual web pages with classifications, scores, and source context, helping distinguish pages on the same domain by their specific subject. Advertisers can use Classify's Atlas product to define campaign contexts and identify relevant pages, while developers can use the API to classify URLs and search the index by meaning. The Phoenix developer interface provides example requests and structured classification results for integrating page context into applications and agent workflows. Classify offers URL-classification and semantic-search endpoints, with indexed results returned inline when available. The platform is intended for applications and media workflows that need page-level descriptions of web content.
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About
Shieldstral is a 3B open-weights, policy-adaptive multimodal safety classifier designed to evaluate text, images, and text-plus-image content using policies defined at inference time. Instead of relying on a fixed taxonomy of harm categories, it frames moderation as a binary question-answering task: users provide an instruction describing the evaluation context and strictness, a yes-or-no safety question, and the content to judge. The model reads the “yes” and “no” logits and converts them into a continuous, calibrated safety score, allowing applications to threshold or rank results by confidence rather than depend on a single discrete label. This formulation unifies prompt classification, response moderation, refusal detection, toxicity detection, and multimodal safety in one interface, while letting teams adapt policies without retraining the model. Shieldstral can evaluate prompts, responses, prompt-response pairs, images, and images with accompanying text.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Advertisers, publishers, developers, and teams building applications for the web and AI agents.
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Audience
AI platform teams that need customizable, multimodal content moderation without retraining a separate safety model for every policy
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Not Supported
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Screenshots and VideosNo images available
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Screenshots and Videos |
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PricingURL classification is billed per URL; semantic-search calls are billed per successful search. Contact Classify for rate details.
Free Version
Not Supported
Free Trial
Not Supported
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Supported
Live Online
Supported
In Person
Not Supported
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Company InformationClassify
Founded: 2024
United States
classify.ai/
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Company InformationMistral AI
Founded: 2023
France
mistral.ai/news/shieldstral/
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Integrations
Mistral AI
Not Supported
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