When I started in security, one of the prevailing attitudes was "The weakest link in the chain will always be the human."
I would like to thank every LLM provider and startup for changing this paradigm by introducing a much weaker link in the chain.
When I started in security, one of the prevailing attitudes was "The weakest link in the chain will always be the human."
I would like to thank every LLM provider and startup for changing this paradigm by introducing a much weaker link in the chain.
@phil @neurovagrant
I don't.
I'm a stimulus-response machine. I'm governed by the laws of physics exclusively.
@phil @zaire
Fuck it, I'm thirsty, so if you'll join me and my neck beard at the "well, actually"
> Metaphor:
> A figure of speech in which a word [] that ordinarily designates one thing is used to designate another, thus making an implicit comparison, as in “a sea of troubles” []
It is a metaphor. A computer program is not a stick one uses to support their body weight to supplement the functionality of their legs

Abstract Sentiment analysis of open-ended survey responses is a complex but essential task in understanding public opinion. This study compares the performance of three large language models (LLMs)—GPT-4o, Llama-3.3-70B-Instruct, and Gemini-2.0-Flash—against dedicated sentiment classification neural networks, specifically Twitter-RoBERTa-base and DeBERTa-v3-base-absa-v1.1. Using survey data from two COVID-19 studies, we evaluated these models based on accuracy, precision, […]
@phil @neurovagrant @EndlessMason similar experience. humans can drive these models if they have a decent engineering/security understanding. i've got no issue with leveraging it to offload tedious tasks and operational burden.
but to your point on the human factor, there's been a lot of footgunning lately. even with principal staff getting lazy.
running models on a ada4000-20gb works pretty nicely and way less power use than a dc or some 5090 monster i need a new circuit for
@phil @neurovagrant @EndlessMason that's really clever. i had a pile of links from the last 2 years. dedupe + sort + relevance tagging took ~10 minutes which would have taken me a frustrating couple of days.
i like how you're clear on the disclaimer. i've seen others tout their tool as "military-grade secure" and i fall back out of my chair
@phil @neurovagrant @EndlessMason you have to be smart enough to do the job without AI to be able to use the current generation of AI effectively and safely.
But that's not how it's being sold, and that's not how executives see the situation
Which means this whole mess isn't an end user failure (oh, if only the end users were smarter and more attentive, BUT THEY"RE NOT)
It's a management failure (not understanding their workers, and not understanding the tools they are making their workers use).