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Open-source access-control checker for retrieval-based AI applications [P]

BACKGROUND
1 SIGNALFIRST DETECTED 29 August 2026
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29 Jul
Open-source tabular model validation toolkit TanML needs feedback [D]

<!-- SC_OFF --><div class="md"><p>We’re developing TanML, an MIT-licensed automated model-validation toolkit for tabular machine-learning models.</p> <p>TanML runs locally and

OPINION · WHAT · MachineLearningOPEN STORY
26 Mar
Is source-permission enforcement the real blocker for enterprise RAG?

<!-- SC_OFF --><div class="md"><p>Hi Everyone, </p> <p>For people who’ve worked on internal AI/search/RAG projects: what was the real blocker during security/compliance

OPINION · WHO · LocalLLaMAOPEN STORY
14 May
Built an open-source one-prompt-to-cinematic-reel pipeline on a single GPU — FLUX.2 [klein] for character keyframes, Wan2.2-I2V for animation, vision critic with auto-retry, music + 9-language narration in the same pipeline

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1tcsqwk/built_an_opensource_oneprompttocinematicreel/"> <img alt="Built an open-source

OPINION · HOW · LocalLLaMAOPEN STORY
13 Apr
What I wish I knew about how to secure mcp connections for chatgpt and claude at work

<!-- SC_OFF --><div class="md"><p>Rolled out mcp tool access for our ai assistants about 6 weeks ago so chatgpt and claude could hit our crm, project management tool, and a few

OPINION · HOW · OpenAIOPEN STORY
8 Apr
What are you doing for security on local agents with tool access?

<!-- SC_OFF --><div class="md"><p>I've been thinking about this as local models get better at </p> <p>tool use — shell access, file system, HTTP requests, MCP. </p> <p>If a prompt

OPINION · WHO · LocalLLaMAOPEN STORY
25 Mar
New Open-Source Physical AI Models from NVIDIA GTC 2026 – Feedback & Additions Welcome

<!-- SC_OFF --><div class="md"><p>Just putting together a quick list of the new <strong>open-source physical AI / robotics models</strong> from <strong>NVIDIA GTC

OPINION · WHAT · LocalLLaMAOPEN STORY
8 Apr
I tried to create my own fully autonomous security agent.

<!-- SC_OFF --><div class="md"><p><a href="https://github.com/SomeoneAlt-86/open-mythos">https://github.com/SomeoneAlt-86/open-mythos</a><br /> Claude just previewed their Mythos

OPINION · WHAT · LocalLLaMAOPEN STORY
7 May
5,000 synthetic Australian medical record PDFs - free 50-doc sample [P]

<!-- SC_OFF --><div class="md"><p>Released this week after a few months of work.</p> <p>The problem:</p> <p>Getting Australian medical document training data legally is a dead

OPINION · WHEN · MachineLearningOPEN STORY
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