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LLM app developer seeks verifiable proof of no data collection

By PulseAugur Editorial · [1 sources] ·

A user on Reddit's r/LocalLLaMA forum is seeking methods to verifiably prove that their hobbyist LLM chat application does not collect user data. They are looking for ways to establish trust beyond simply open-sourcing the code, considering options like hashing the model and repository to ensure integrity. The user is exploring technical solutions to demonstrate a lack of data logging, drawing parallels to how services like ProtonMail build user trust. AI

IMPACT Highlights the growing user demand for verifiable privacy in AI applications, pushing developers to explore new trust mechanisms.

RANK_REASON User-generated content on a forum discussing technical challenges related to AI product trust and data privacy.

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

LLM app developer seeks verifiable proof of no data collection

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Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
User-generated content on a forum discussing technical challenges related to AI product trust and data privacy.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, safety
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
107 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/Pleasant_Syllabub591 ·

    How do I prove that I don't collect data from my llm app?

    <!-- SC_OFF --><div class="md"><p>Building an incognito llm chat app for hobby and fun. I don't want users to trust me that I don't log prompts. I want them to be able to verify it.</p> <p>I can't really go the TEE route as that is very hardware leaning and I don't have the resou…

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