there is a difference between using AI and being fluent with it.
most Security analysts i know have Claude or ChatGPT open. they use it daily. ask questions, get answers, move on. and that’s fine — it’s useful at that level.
but fluency is something different. fluency is knowing how to work with AI. not just what to ask, but how to ask it, how to evaluate what comes back, how to decide what to hand over and what to keep, and how to take responsibility for the output.
the difference shows in the results.
why this matters for SOC work specifically#
we deal with complexity every single day. ambiguous alerts. incomplete context. time pressure. high stakes decisions.
AI can help with all of it — but only if you know how to use it properly. a poorly delegated task gives you a confident-sounding answer that’s wrong. a vague prompt gives you a generic response that wastes your time. an unchecked output that goes into a report damages your credibility.
fluency isn’t about being an AI expert. it’s about being intentional with a tool you’re already using.
what this series covers#
5 posts built on Anthropic’s AI Fluency course — filtered through a Security analyst’s lens.
- the AI fluency framework and what generative AI actually is
- delegation — deciding what to give AI and what to keep
- description — communicating with intention and clarity
- discernment — evaluating what comes back with a critical eye
- diligence — taking responsibility for AI-assisted work
more reflective than the previous two series. less about features and algorithms, more about how you think when working with AI.
one resource worth bookmarking#
every post in this series links to a cheat sheet — key terms and concepts from the AI fluency framework in one place. useful to have open as you read.
link at the end of each post.
if you’ve read the AI fundamentals series or the Claude 101 series — this is the missing piece. the first two covered what AI is and how to use the tools. this one covers how to think about working with AI well.
which of these do you do most often — delegate too much to AI, not enough, or somewhere in between?
took ai help to clean up typos. my brain works faster than my fingers. xd
next up: AI Series #19 — “the AI fluency framework — a smarter way to think about working with AI” AI Fluency Cheat Sheet back to series index
