• Claude icon
  • ChatGPT icon
  • Grok icon
  • Google Gemini icon
  • Mistral Vibe icon
  • +21

AI Privacy Layers

Winston26 appsUpdated
Copy a direct link to this comment to your clipboard

Artificial Intelligence is built on massive data exchange. Every interaction with an AI model necessitates providing a substantial amount of personal information. If your user profile is linked to these data points, the risk to your privacy is profound. This detailed list allows you to visualize the different "layers" of protection and exposure inherent in AI utilization.

Providers typically hold a comprehensive data profile on the user, including:

  • full identity (name, linked accounts, etc.)
  • personal details (email address, phone number, etc.)
  • financial information (credit card number via payment processor)
  • geographic location (IP address)

Depending on your AI use case, you can either obfuscate part of your user profile or opt for complete privacy. For example, to protect your geographic location you can use a VPN to mask your real IP address.

But even if you attempt to remain private, sharing personal details within prompts or conversation context will lead to identification. Furthermore, an AI agent granted access to your personal documents will easily make that identification.

Layer 0 - LLM Providers

These are the companies that create Large Language Models (LLMs) and offer them directly to end-users, via chatbot interfaces or APIs.

In this layer, you interact directly with the AI Providers. Consequently, your account and full identity are intrinsically linked to every prompt and onversation. While some providers allow you to opt out of having your data used for model training, they still retain your data as you agree to their privacy policies.

Best for experiencing models with their native harness (e.g. web search, deep thinking, artifacts). But lowest level of privacy protection.

  1. Claude icon
     Like

    AI assistant for chat and API, performing summarization, search, writing, Q&A, and coding with high reliability, customizability, privacy, and reduced risks.

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Windows
    • Mac
    • Linux
    • Online
    • Software as a Service (SaaS)
    • Android
    • iPhone
    • iPad
    • Android Tablet
    • Google Sheets
    Claude screenshot 1
    Claude screenshot 1
    Claude screenshot 2
    +1
    Claude screenshot 3
  2. ChatGPT icon
     Like

    ChatGPT is a generative artificial intelligence chatbot created by OpenAI and launched in November 2022. It is built on large language models (LLMs), enabling it to understand and generate human-like text, images, and even speech.

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Windows
    • Mac
    • Linux
    • Online
    • Android
    • iPhone
    • iPad
    • Android Tablet
    • Google Chrome
    ChatGPT screenshot 1
    ChatGPT screenshot 1
    ChatGPT screenshot 2
    +1
    ChatGPT screenshot 3
  3. Grok icon
     Like

    Grok is an AI-powered assistant, developed by xAI, designed to be maximally truthful, useful, and curious. Get answers to any question, generate striking images, and upload pictures to gain a deeper understanding of your world. With Grok, the universe is in your hands!

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Online
    • Android
    • iPhone
    • iPad
    • Android Tablet
    • X
    Grok screenshot 1
    Grok screenshot 1
    Grok screenshot 2
    +4
    Grok screenshot 3
  4. Gemini gives you direct access to Google AI. Get help with writing, planning, learning, and more.

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Windows
    • Mac
    • Online
    • Android
    • iPhone
    • iPad
    • Android Tablet
    • Android Auto
    • Gmail
    • Google Docs
    Google Gemini screenshot 1
    Google Gemini screenshot 1
    Google Gemini screenshot 2
    +4
    Google Gemini screenshot 3
  5. Conversational interface enabling exploration of advanced AI models with real-time moderation, customizable controls, flexible deployment, and educational, entertaining experiences.

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Online
    • Software as a Service (SaaS)
    • Android
    • iPhone
    • iPad
    • Android Tablet
    Mistral Vibe screenshot 1
    Mistral Vibe screenshot 1
    Mistral Vibe screenshot 2
    +1
    Mistral Vibe screenshot 3
  6. Kimi icon
     Like

    AI tool for reasoning across math, coding, and image analysis, processing up to 128k tokens, handling visual data, benchmarks, and chain-of-thought tasks.

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Windows
    • Mac
    • Online
    • Android
    • iPhone
    • iPad
    • Android Tablet
    Kimi screenshot 1
    Kimi screenshot 1
    Kimi screenshot 2
    +8
    Kimi screenshot 3
  7. DeepSeek icon
     Like

    DeepSeek is a state-of-the-art AI assistant designed to provide intelligent, conversational support across diverse tasks. It leverages advanced natural language processing and machine learning to answer questions, generate creative content, solve complex problems, and offer...

    Cost / License

    • Freemium
    • Open Source

    Application type

    Platforms

    • Online
    • Android
    • iPhone
    • iPad
    • Android Tablet
    DeepSeek screenshot 1
    DeepSeek screenshot 1
    DeepSeek screenshot 2
    +1
    DeepSeek screenshot 3
  8. Z.ai icon
     Like

    Z.ai is an AI-powered conversational platform developed by Zhipu AI, designed to provide intelligent, natural, and context-aware interactions. It leverages Zhipu’s advanced large language models (GLM series) to support tasks such as answering questions, generating content...

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Online
    Z.ai screenshot 1
    Z.ai screenshot 1
    Z.ai screenshot 2
    +2
    Z.ai screenshot 3
  9. Qwen icon
     Like

    Qwen.com is an interface to chat with Alibaba Qwen's Qwen series of models which are renowned for their huge context windows, generous free usage limits, reliability, and their continued tradition of being open-source.

    Cost / License

    • Freemium
    • Open Source

    Application type

    Platforms

    • Windows
    • Mac
    • Online
    • Self-Hosted
    • Android
    Qwen screenshot 1
    Qwen screenshot 1
    Qwen screenshot 2
    +1
    Qwen screenshot 3

Layer 1 - AI Hosting Providers

This layer involves accessing frontier and open-weights LLMs not directly, but through a specialized inference provider. You delegate your trust and data to these third-party platforms.

Best if you want to access models that comply with GDPR, often ZDR guaranteed via contractual clauses. Or access open-weights models within a preferred jurisdiction (e.g. running a Chinese model from a US-based host). However, you rely on a single provider.

  1. Vertex AI icon
     Like

    Unified platform for training, hosting and managing ML models.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Online
  2. The Azure cloud platform is more than 200 products and cloud services designed to help you bring new solutions to life—to solve today’s challenges and create the future. Build, run, and manage applications across multiple clouds, on-premises, and at the edge, with the tools and...

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Online
    • Android
    • iPhone
    • iPad
    • Android Tablet
    Microsoft Azure screenshot 1
    Microsoft Azure screenshot 2
    Microsoft Azure screenshot 3
  3. Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need...

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
    • Amazon Web Services
    Amazon Bedrock screenshot 1
    Amazon Bedrock screenshot 1
  4. Cloud computing platform with Droplets for virtual servers, managed Kubernetes, spaces for storage, and managed databases aiming at developers and startups.

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Online
    DigitalOcean screenshot 1
    DigitalOcean screenshot 1
    DigitalOcean screenshot 2
    +1
    DigitalOcean screenshot 3
  5. Build and deploy generative AI on the fastest and most efficient inference engine, fine-tuning and switching between models without extra costs.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Online
    Fireworks AI screenshot 1
    Fireworks AI screenshot 1
    Fireworks AI screenshot 2
    +1
    Fireworks AI screenshot 3
  6. Deep Infra offers cost-effective, scalable, easy-to-deploy, and production-ready machine-learning models and infrastructures for deep-learning models.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Online
    Deep Infra screenshot 1
    Deep Infra screenshot 1
  7. Novita icon
     Like

    Access 200+ AI models with one API. Launch secure agent sandboxes and GPU instances in minutes. Built for developers, priced for startups.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Online
    Novita screenshot 1
    Novita screenshot 1
    Novita screenshot 2
  8. fal icon
     Like

    Generative media platform for developers. Build the next generation of creativity with fal. Lightning fast inference.

    Cost / License

    • Paid
    • Open Source

    Platforms

    • Online
    • Software as a Service (SaaS)
    • Self-Hosted
    • Python
    fal screenshot 1
    fal screenshot 1

Layer 2 - Aggregators

Aggregators act as a new layer that routes requests. Instead of dealing with a single provider, an aggregator allows the user to access multiple providers (Layer 0 or Layer 1) through one unified interface.

2 types of aggregators:

  • API aggregator: They offer a unified endpoint (API) that developers can use to call multiple Layer 0 or Layer 1 models, allowing them to manage complex workflows easily.
  • Multi-model chatbots: These are designed for beginners. They present a simple, unified chat interface, making it easy for the end-user to jump between different models seamlessly. You don't necessarily see the Layer 0 or Layer 1 providers behind. They can even rely on the specialized API aggregators in their backend to handle the complexity of managing those multiple connections.

While you are anonymized to the providers, aggregators retain full visibility into every prompt and conversation.
Still need an account and credit card.

  1. OpenRouter is an AI model aggregator service that provides developers and users access to a wide range of large language models and generative 3D object models through a unified API. It allows users to interact with various AI models, including those from major providers like...

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
    OpenRouter screenshot 1
  2. Requesty icon
     Like

    Accelerate faster, more secure AI development. Test, deploy, and monitor AI features confidently. Rapid evaluations, in-depth analytics, safety and compliance protocols, and real-time monitoring.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
    Requesty screenshot 1
  3. Opper AI icon
     Like

    Gateway offering EU-hosted, OpenAI-compatible API access to 700+ models from 30+ providers, with pay-as-you-go pricing, failover, tracing, and GDPR compliance.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Online
  4. Poe icon
     Like

    Poe is a web-based AI platform that hosts multiple assistant bots—including Claude and various GPT and image/audio models—to provide conversational Q&A, image and audio generation, and automated AI workflows.

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Windows
    • Mac
    • Online
    • Android
    • iPhone
    • iPad
    • Android Tablet
    Poe screenshot 1
    Poe screenshot 1
    Poe screenshot 2
    +5
    Poe screenshot 3
  5. Access the best GenAI models for $10/month : Claude, GPT, DeepSeek, Llama, Grok, Mistral, Gemini, Perplexity, Flux, Recraft & Midjourney.

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Online
    Mammouth AI screenshot 1
    Mammouth AI screenshot 1
    Mammouth AI screenshot 2

Layer 3 - Privacy Aggregators

These are privacy-focused proxies to access underlying layers. From fully private to identifiable, you control your exposure level. Enhance your privacy with: no account required, crypto-payment, Trusted Execution Environment (TEE) and end-to-end encryption (E2EE).

  1. Nano-GPT icon
     Like

    NanoGPT is a platform that gives you access to many AI models through one pay-as-you-go interface, so you don’t have to manage multiple subscriptions or provider accounts. It also offers privacy-conscious and crypto-friendly payment options.

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Online
    Nano-GPT screenshot 1
    Nano-GPT screenshot 1
    Nano-GPT screenshot 2
    +1
    Nano-GPT screenshot 3
  2. Venice icon
     Like

    Venice is a private, permissionless generative AI app offering text, code, and image generation without storing user data.

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Online
    Venice screenshot 1
    Venice screenshot 1
    Venice screenshot 2
  3. PayPerQ icon
     Like

    PayPerQ is a pay-per-query Chatbot that leverages generative AI providers and Crypto to bring premium tier AI to more people around the world.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
  4. Routstr  icon
     Like

    Routstr is a decentralized protocol for permissionless, private, and censorship-resistant AI inference. It creates an open marketplace where anyone can sell llm-tokens and anyone can buy them using privacy-preserving micropayments.

    Cost / License

    • Paid
    • Open Source

    Application type

    Platforms

    • Windows
    • Mac
    • Linux

No comments so far, maybe you want to be first?