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  <title>AI Tools on Sooraj Sathyanarayanan</title>
  <link rel="alternate" href="https://profincognito.me/tools/ai/" />
  <link rel="self" href="https://profincognito.me/tools/ai/index.xml" />
  <subtitle>Recent content in AI Tools on Sooraj Sathyanarayanan</subtitle>
  <id>https://profincognito.me/tools/ai/</id>
  <generator uri="http://gohugo.io" version="0.147.8">Hugo</generator>
  <language>en-us</language>
  <updated>2026-06-10T15:20:29-07:00</updated>
  <author>
    <name>Sooraj Sathyanarayanan</name>
    
  </author>
  <rights>[CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/)</rights>
      <entry>
        <title>Proton Lumo</title>
        <link rel="alternate" href="https://profincognito.me/tools/ai/proton-lumo/" />
        <id>https://profincognito.me/tools/ai/proton-lumo/</id>
        <published>2026-06-09T00:00:00-07:00</published>
        <updated>2026-06-10T15:20:29-07:00</updated>
        <summary type="html">AI assistant with zero-access encrypted chat history from Proton</summary>
          <content type="html"><![CDATA[<p>Proton Lumo is Proton&rsquo;s cloud AI assistant for web, iOS, and Android. Proton launched it in July 2025. Key points include:</p>
<ul>
<li>Saved chat history is protected with zero-access encryption. That is the cryptographic guarantee.</li>
<li>Inference is different. Prompts are sent to Proton-controlled GPU servers, decrypted there, processed, and erased after the response.</li>
<li>Proton says it keeps no logs of prompts or replies, does not store chat timestamps, IP addresses, or chat context, does not train on chats, and does not send data to third parties.</li>
<li>That inference-time privacy is a policy and service-design guarantee, not TEE or remote-attestation confidentiality.</li>
<li>Current models include Nemo, OpenHands 32B, OLMO 2 32B, GPT-OSS 120B, Qwen, Ernie 4.5 VL 28B, Apertus, and Kimi K2.</li>
<li>The models run on servers Proton controls.</li>
<li>Lumo can be used as a guest without a Proton Account.</li>
<li>Ghost mode makes a logged-in chat disappear when the chat is closed.</li>
<li>Lumo Plus adds unlimited chats and faster responses. Lumo for Business exists for teams.</li>
</ul>
<p>The open-source boundary matters. Proton publishes the Lumo web client in its WebClients monorepo and released the iOS and Android app code with Lumo 1.1. Treat that as client transparency plus open-source model selection, not as a public server or inference stack.</p>
<p>Use Proton Lumo when you want cloud AI inside the Proton ecosystem, encrypted chat history, no account requirement for guest use, and European jurisdiction. Do not use it for threat models that require cryptographic confidentiality during inference. For that, use Confer for attested TEE inference or Ensu for local inference.</p>
<p>Sources: <a href="https://proton.me/blog/lumo-ai">Proton&rsquo;s launch post</a>, <a href="https://proton.me/blog/lumo-security-model">Lumo security model</a>, <a href="https://proton.me/support/lumo-privacy">Lumo privacy support</a>, <a href="https://proton.me/blog/lumo-1-1">Lumo 1.1 open-source mobile note</a>, and <a href="https://proton.me/lumo">Proton Lumo</a>.</p>
]]></content>
      </entry>
      <entry>
        <title>Confer</title>
        <link rel="alternate" href="https://profincognito.me/tools/ai/confer/" />
        <id>https://profincognito.me/tools/ai/confer/</id>
        <published>2026-06-09T00:00:00-07:00</published>
        <updated>2026-06-10T15:20:29-07:00</updated>
        <summary type="html">Open-source AI assistant with TEE inference and verifiable remote attestation</summary>
          <content type="html"><![CDATA[<p>Confer is a private AI assistant created by Moxie Marlinspike, founder of Signal, and publicly introduced in December 2025. Key points include:</p>
<ul>
<li>Chat history is encrypted with passkey-derived keys that Confer says never leave your devices.</li>
<li>Inference runs inside a Trusted Execution Environment, with prompts encrypted from the device into the TEE using Noise.</li>
<li>The client verifies remote attestation before sending prompts.</li>
<li>Measurements cover the root filesystem with dm-verity.</li>
<li>The proxy and image builds use nix and mkosi for reproducible outputs.</li>
<li>Signed releases are published to a public Sigstore transparency log.</li>
<li>Confer publishes public repositories for the confidential-computing image and proxy.</li>
<li>The free guest plan has 20 messages per day and up to 5 saved chats.</li>
<li>Membership is $34.99 per month for unlimited messages, unlimited chats, file attachments, folder file attachments, and a 2-day free trial.</li>
</ul>
<p>The trust model is end-to-TEE, not classic end-to-end encryption. The operator is designed not to see prompts by default, but the trust boundary moves to TEE hardware, remote attestation, reproducible builds, and the transparency log. TEE side channels remain a risk class to evaluate separately.</p>
<p>The current primary docs do not publish a formal third-party security audit. Confer&rsquo;s attestation and reproducible-build path is continuous verifiability, not the same thing as an audit. The current docs also do not claim anonymous paid signup or anonymous payment, so treat the paid tier as identifying until Confer documents otherwise.</p>
<p>Use Confer when the prompts themselves are sensitive and you still need cloud inference. Use Ensu when local-only inference is a better fit, and use Proton Lumo when Proton ecosystem integration matters more than inference-time confidentiality.</p>
<p>Sources: <a href="https://confer.to/about.md">About Confer</a>, <a href="https://confer.to/blog/2026/01/private-inference/">Private inference</a>, <a href="https://confer.to/blog/2025/12/passkey-encryption/">passkey encryption</a>, and <a href="https://github.com/conferlabs/">ConferLabs on GitHub</a>.</p>
]]></content>
      </entry>
      <entry>
        <title>Ensu</title>
        <link rel="alternate" href="https://profincognito.me/tools/ai/ensu/" />
        <id>https://profincognito.me/tools/ai/ensu/</id>
        <published>2026-04-23T00:00:00-07:00</published>
        <updated>2026-06-10T15:20:29-07:00</updated>
        <summary type="html">Local-first AI chat app from Ente that runs models on your device</summary>
          <content type="html"><![CDATA[<p>Ensu is Ente&rsquo;s private, local-first AI chat app that runs inference directly on your device. Key features include:</p>
<ul>
<li>On-device inference with no cloud dependency for chats</li>
<li>Works offline once the model is downloaded</li>
<li>No account, no tracking, no usage limits, and no cost</li>
<li>Open source and available across major desktop and mobile platforms</li>
<li>Supports image attachments for multimodal conversations on supported platforms</li>
</ul>
]]></content>
      </entry>
      <entry>
        <title>Brave Leo</title>
        <link rel="alternate" href="https://profincognito.me/tools/ai/braveleo/" />
        <id>https://profincognito.me/tools/ai/braveleo/</id>
        <published>2024-10-23T13:13:01-04:00</published>
        <updated>2026-06-10T15:20:29-07:00</updated>
        <summary type="html">Privacy-preserving AI assistant from Brave</summary>
          <content type="html"><![CDATA[<p>Brave Leo is an AI assistant that prioritizes user privacy and doesn&rsquo;t require an account. Key features include:</p>
<ul>
<li>No tracking or profiling</li>
<li>Chat history is stored only on your device and can be disabled</li>
<li>No account needed</li>
<li>Built into Brave browser</li>
<li>Free to use, with an optional premium tier</li>
</ul>
]]></content>
      </entry>
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