Wiki field · 8 notes
AI Basics
What AI can (and can’t) do for a business, explained without the hype.
What an "AI agent" actually is (and isn't)
A plain-English explanation of AI agents — what they can do for a business today, and where the marketing gets ahead of reality.
Open note ↗
LLMs in plain English for business owners
What a large language model actually is, what it's reliably good at, and the two failure modes every buyer should understand.
Open note ↗
Automate, delegate, or hire? A decision guide
A practical framework for deciding whether a task belongs with software, a person on your team, or a new hire.
Open note ↗
Why your AI can't cite its sources (and how retrieval should chunk)
The reason AI answers over your own documents can't be cited isn't the model — it's how the documents were chunked. What section-aware chunking is, and how to tell if your retrieval is trustworthy.
Open note ↗
Running AI on hardware you own (and when it's worth it)
Most AI tools send your data to someone else's servers. For sensitive work you can run the model on hardware you control, so the documents never leave the building. What local AI really means, and when it earns its cost.
Open note ↗
Why your AI assistant keeps forgetting (and what memory really means)
AI chatbots forget you the moment you close the tab, and it isn't a bug. By default these systems have no memory. What memory in AI actually is, why the reason behind a decision matters more than the event, and how a business should think about it.
Open note ↗
Does your business actually need a chatbot?
Most businesses don't need a chatbot, and the ones that do need it for a narrower reason than they think. An honest guide to when a bot earns its keep, when it's a novelty that annoys people, and what the real need underneath the request usually is.
Open note ↗
Docling: a notable open-source project worth a look
A field note on Docling, a notable open-source project we came across. What it does, where it might fit, and why we're watching it rather than claiming we use it.
Open note ↗