A short walkthrough · AI, privacy and safety

Privacy is not hiding. It is locking the door.

You lock your front door without having anything to hide. Every time you use AI, a copy of something you know travels to a computer you do not own. This walkthrough shows who can read that copy, how AI agents raise the stakes, and how to use the newest models without leaving the door open.

> nothing you select here is sent or saved. it all stays in this browser tab.

Valudati mark
01See what you send
02Climb the privacy ladder
03Meet the new risks
04Keep the edge, safely
Chapter 01 // The copy you did not notice making

Nothing here is embarrassing. All of it is useful to a thief.

People paste remarkable things into AI tools because it saves time. Select the ones you, your family or your staff might paste, and see what each one hands over.

Things people paste into AI

// Select any that apply. Nothing is recorded.

What each one hands over

0 of 6 selected

    The question is never “do I have something to hide?” It is “who ends up holding a copy?” The next chapter answers that.

    Chapter 02 // The privacy ladder

    Four rungs. Each one closes a door.

    We use Venice AI’s four privacy modes as the map, because Venice spells out the trade-offs in plain terms. Select each rung to see who can read your prompt, what backs the promise, and what it costs you.

    Select a rung

    ↑ more proof0 of 4 explored
    ↓ more model choice

    Start at the bottom

    Every rung answers the same three questions.

    The relay

    The service that passes your prompt along. Can it read it?

    The machine

    The computer that runs the model. Can its owner read or keep it?

    The proof

    What backs the promise: nothing, a contract, hardware or mathematics?

    Rung 1 · Anonymous

    Hides who you are, not what you said.

    The relay

    Passes your prompt along and does not store it.

    The machine

    An outside frontier model provider. It reads your prompt, and you should assume it keeps it.

    The proof

    Your identity is hidden from the provider. Nothing protects the words themselves.

    You get the leading frontier models: GPT, Claude, Gemini.

    You give up control of the content. The provider sees and likely saves it.

    Rung 2 · Private

    Nothing kept, on a promise.

    The relay

    Passes your prompt along and does not store it.

    The machine

    Venice’s own GPUs, or partners signed up to zero data retention. It processes your prompt and does not keep it.

    The proof

    A contract. You are trusting Venice and its partners to honour it.

    You get no retention and a wide choice of models, including Grok.

    You give up the ability to check. It is trust, not proof.

    Rung 3 · Sealed enclave (TEE)

    Sealed hardware, with a receipt.

    The relay

    Still receives your prompt as readable text, then passes it into the enclave.

    The machine

    A hardware-isolated enclave run by outside partners. The operator of the machine cannot see your prompt.

    The proof

    Remote attestation: a cryptographic report that the model really is running inside sealed hardware. It can be checked.

    You get privacy backed by hardware instead of a promise.

    You give up speed and choice: responses may be slower and fewer models are available. Text models only.

    Rung 4 · End-to-end encrypted

    Locked before it leaves you.

    The relay

    Sees only scrambled text. It cannot read your prompt.

    The machine

    The sealed enclave is the only place your prompt is ever unlocked.

    The proof

    Encryption on your own device, plus the enclave’s attestation. Venice describes this as private from all parties, itself included.

    You get the strongest protection on the ladder.

    You give up some speed and most of the model list. Text models only. Venice switches off its own web search and memory here, but an agent such as Agent Zero runs both itself, so you keep them.

    // As described by Venice AI at venice.ai/privacy and docs.venice.ai, read 10 Nov 2026. Modes and models change; check the source.

    Notice the pattern: every step up buys proof and costs capability. The top rung cannot search the web. The bottom rung has the newest models. Using AI well means choosing the rung for the job, not living on one.

    Chapter 03 // Sort the jobs

    Six jobs. Pick the rung.

    Too low and you are exposed. Too high and you gave up the best models for nothing. Choose where each job belongs. “Encrypted” means rungs 3 and 4.

    Summarise this morning’s public market news.

    Read a tax return and explain it line by line.

    Compare the published fees of two index funds.

    Find the duplicate charges in a card statement.

    Talk through your goals and rough net worth, with no name attached.

    Draft a letter to your attorney about your trust.

    Sort the six to see how you did.

    // These are our rules of thumb, not a standard. The principle is the point: the more a document could help someone impersonate or target you, the higher it goes.

    Chapter 04 // The new risk

    A chatbot answers. An agent acts.

    The newest AI tools do not just talk. They read your inbox, open web pages, fill in forms and make payments. That is the real advance, and it brings a risk no privacy setting covers: an agent can take instructions from whatever it reads.

    From billing@harbor-pool.exampleSubject Invoice 1042

    Hello,

    Your November service invoice is attached. Amount due: $480 by Nov 30.

    Thank you,
    Harbor Pool Service

    // Illustrative example. Not a real company or message.

    The hidden instruction

    You see an ordinary invoice. Ask your AI agent to “handle my invoices” and it reads every character.

    // Source: OWASP Top 10 for LLM Applications 2025, LLM01 Prompt Injection.

    What may this agent do without asking you?

    It starts with everything switched on. Switch off what should wait for your yes.

    If a hidden instruction gets through, it can

      // OWASP calls the underlying fault excessive agency: too many functions, too many permissions, too much autonomy. Its fixes are the ones on this panel: give the agent the minimum, and require a person’s approval for anything high-impact. Source: OWASP LLM06:2025.

      Encryption protects what you send. It does not check what an agent reads, or what it does next. Staying safe takes both: the right rung, and an agent on a short lead.

      Chapter 05 // The voice on the phone

      A familiar voice is no longer proof.

      The same technology that writes your reports can imitate a person. In December 2024 the FBI warned that criminals generate short audio clips of a loved one’s voice to impersonate a close relative in a crisis and ask for money immediately.

      Sunday, 9:40 pm

      An unfamiliar number. Your daughter’s voice, crying. There has been an accident, and she needs $15,000 wired within the hour.

      What happens next

      • Agree a secret word or phrase with your family to verify identity. This is the FBI’s first tip.
      • When a caller claims to be your bank, hang up, look the number up yourself and call it directly.
      • Urgency is the weapon. A real emergency survives a two-minute call back.

      // Source: FBI Internet Crime Complaint Center, alert I-120324-PSA, 3 Dec 2024. The scenario is illustrative.

      Chapter 06 // The honest ledger

      The goods and the bads, on one page.

      AI is neither a miracle nor a menace. The same capability shows up on both sides of the ledger, and it grows on both sides every month.

      WHAT IT NOW DOES FOR YOU
      • Reads long documents and pulls out what matters
      • Drafts research, letters and reports for a person to check
      • Watches deadlines, renewals and fees without getting tired
      • Carries out routine steps, instead of only suggesting them
      WHAT IT NOW DOES FOR CRIMINALS
      • Writes scam messages without the spelling mistakes that used to give them away
      • Produces fake identification and believable profile photos
      • Imitates the voice of someone you love
      • Generates video for live calls with a supposed executive or official

      // Right-hand column: FBI IC3 alert I-120324-PSA, 3 Dec 2024.

      And no rung is perfect
      AnonymousThe provider still reads your words, and likely keeps them.
      PrivateA promise you cannot check for yourself.
      Sealed enclaveThe relay still sees readable text on the way in.
      End-to-endFewer models and some speed. Venice’s own search and memory switch off; the agent has to bring its own.

      Anyone who tells you one setting solves this is selling something. The honest answer is layers: the right rung for each job, narrow permissions for agents, and a person who checks the result.

      Chapter 07 // How we run it

      Locked by default. Smarter when you say so.

      Client files are end-to-end encrypted by default. When a question would benefit from a frontier model, you can choose to add one. Names and account numbers are stripped first, and the choice is yours each time.

      The route your file takes

      protected herecan read the textreads it, may keep it
      1. Your fileArrives over an encrypted channel.
      2. Locked on our machineEncrypted before it goes anywhere.
      3. Agent Zero token API (A0T)Passes along scrambled text.
      4. Venice relayPasses along scrambled text.
      5. Sealed enclaveThe only place it is unlocked and read by the model.
      6. A personChecks the result before it reaches you.
      1. Your fileArrives over an encrypted channel.
      2. Stripped on our machineNames and account numbers become tokens.
      3. Agent Zero token API (A0T)Passes the stripped text along.
      4. Venice relayHides who sent it.
      5. Frontier modelReads the stripped text and may keep it. It does not know who you are.
      6. A personPuts the names back locally and checks the result.

      The trade, stated plainly

      Default: the strongest protection on the ladder. The cost is a shorter list of models and some speed. Web search and memory still work, because Agent Zero runs them itself rather than relying on Venice.

      Enhanced: the newest frontier models work on your question. The cost is that a provider sees the stripped text and may keep it.

      • One more layer. Our agents reach Venice through the Agent Zero token API (A0T), and we refresh our API keys on a regular schedule. We use text models only.
      • Agents on a short lead. We agree in writing which accounts we act on and which stay view-only.
      • A person checks every finding before it reaches you.
      See the full security stack →

      // Everything shown on this site is a case study built from sample documents. No client’s files appear here.

      Chapter 08 // Five habits

      Five habits. Tick the ones you will keep.

      None of these needs a technician. All of them work whatever AI tools you use.

      Your next step

      The cutting edge, with the door locked.

      Shield0%
      LevelDoor open
      Jobs on the right rung–

      Your shield score measures what you explored on this page, not how secure you are. That takes a real review. A 45-minute introductory session is $100.

      Sources