In one of my videos (around 2 hours length), a nipple appears briefly for 5–10 seconds. I know YouTube Studio offers a blur/censor tool, but I’m worried that blurring it might make the video look suspicious to the algorithm or get it flagged. Would it be better to leave it unedited or apply the blur anyway?
I wanted to try using autoresearch for machine learning, and since I have access to a server with an H100, I tried using gemma4 31b and qwen3.6 27b with vscode copilot for an infinite agent loop.
It constantly stops and gives errors, failing to be autonomous. What is better setup for this? Is the problem the model or the agentic loop?
I haven't really tried many agent ides/clis, any suggestions? I would prefer a cli.
I’m using the Google AI Studio / API, and a prompt I’m sending keeps getting blocked with a “prohibited content” response. The thing is if I take that exact same prompt and run it in Gemini (the web interface), it works completely fine and returns a normal answer.
The safety features are deactivated in Google AI Studio. the model should be the same (Gemini 3 Flash)
So now I’m trying to figure out:
Are the safety filters stricter on the API vs Gemini UI?
Is there some hidden config (safety settings, categories, etc.) I’m missing?
Or is this just expected behavior right now?
It’s pretty frustrating because it makes it hard to rely on the API, if it works in the UI, this should too.
Has anyone else experienced this? Any workarounds or explanations?
Thanks.