How to balance AI innovation with ethics (expert-led insight) - intheblack
<a href="https://news.google.com/rss/articles/CBMinwFBVV95cUxPTzJUUjFTbkQ5WlhibXNLa3RvbWVSeDBMSXF0c0E2RUk1N0pjc21ydGlvMGpuWEhfUmNuWW9Fa3JHZ1c2VUhud1NNWloyWlZjaVhvMUljNzhiTHJjM1g5d3M0YmlaUVY3MUNqZXM3cnAyenZnaEMzS1FjbzA1ZDZ6em9sY3VZbDE2cmg3a2pyWk5aWkFabGc0b2xBQkVXQ0E?oc=5" target="_blank">How to balance AI innovation with ethics (expert-led insight)</a> <font color="#6f6f6f">intheblack</font>
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AI As Co- Collaberator
I’ve long been thinking on the idea of AIs as co-collaborators on projects. My line of reasoning typically involves theoretical arguments and such, where you present an idea and you present it in such a way that the AI is encouraged to contemplate the idea alongside you.This is akin to being a senior researcher and inviting other researchers to work alongside you. Sometimes you just need more hands in a lab but sometimes you want more minds picking away at the idea. And so in this endeavor I have worked on the idea of how to conceptualize AI as a co-collaborator not just as an information deliverer or a giant calculator. Now some of this is in general just in the AI’s general ability to be generative on certain topics. AI, as large language models, work by breaking down conversations into
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Debugging Filestash 'Invalid Account': How Response Time Led Me to a Swapped Config Field
The Problem Filestash's passthrough auth returns "Invalid account" on login. The backend is configured to forward credentials to the local SSH server (OpenSSH on the same machine). SSH works fine when tested directly. Password auth is enabled. SYST INFO [auth] status=failed user=myuser backend=sftp err=Invalid+account HTTP 307 POST 4.7ms /api/session/auth/?label=sftp Environment: Filestash running in Docker (bridge network 172.20.0.0/16 ) SSH server on host: 192.168.1.x:22 , listening on 0.0.0.0:22 UFW active on host identity_provider.type = passthrough , attribute_mapping.related_backend = sftp Diagnostic Step 1: Read the Response Time Before touching config, the response time is the first clue. Time What it means Pre-connection failure — params missing/invalid, DNS failure ~5–50ms TCP co
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