AI Capabilities and Limitations
AI Capabilities and Limitations is a self-paced online course delivered by Anthropic (Anthropic Academy). It is free, the provider does not state how long it takes, and does not award a credential.
- Relevance to work
- 3 / 3
- Cost and access
- 2 / 2
- Provider
- 1.6 / 2
- Credential
- 0.6 / 1.5
- Currency
- 1.05 / 1.5
- Total
- 8.2 / 10
Provider learner rating: Not published by the provider
Key facts
| Cost | FreeFree to register and complete; needs a free Skilljar account (no Anthropic account needed to access the course). |
|---|---|
| Time | Time not stated |
| Level | Beginner |
| Format | self-paced online |
| Prerequisites | none |
| Credential | No credential |
| Open to | Worldwide |
| Free in | Worldwide |
| Content written for | Any country |
| Last checked | 2026-09-29 |
Topics:Judgement and decisionsResponsible AI and privacy
Things to know
- The course page lists a quiz but does not explicitly list a certificate lesson.
- Anthropic does not publish a duration on the course page.
Summary
An introductory course that explains why generative AI behaves the way it does, as a companion to the AI Fluency framework. It covers next token prediction, knowledge, working memory and steerability, with hands-on try-it activities, so learners can diagnose odd outputs and fix them.
You will be able to
- Build a working mental model of how generative AI produces answers
- Recognise which kind of problem sits behind an unexpected AI output
- Judge where a task sits between what AI does well and where it struggles
- Apply a targeted fix rather than simply retrying
Modules
- Getting started: Intro to AI Capabilities and Limitations; What We Mean by AI; How AI Gets Its Character
- Next Token Prediction (with Try it out)
- Knowledge (with Try it out)
- Working Memory (with Try it out)
- Steerability (with Try it out)
- Putting it all together and next steps: When Properties Collide; Next Steps
- Course Quiz
Who it suits
Non-technical professionals who use AI and want to understand its behaviour and failure modes.
Who is behind it
- Delivered by
- Anthropic (Anthropic Academy)
- Hosted on
- Skilljar (anthropic.skilljar.com, Anthropic Academy)
- Funded by
- Not stated
- Partners
- Not stated
Related courses
Questions
- Is AI Capabilities and Limitations free?
- Yes. It is free as at our last check. Free to register and complete; needs a free Skilljar account (no Anthropic account needed to access the course).
- How long does it take?
- The provider does not state how long it takes.
- Do you get a certificate?
- No. It does not award a credential.
- Who is it for?
- Non-technical professionals who use AI and want to understand its behaviour and failure modes.
- Can I take it from outside Australia?
- Yes. It is open worldwide. It is free in: Worldwide.
Sources
Company names and logos belong to their owners and are used only to identify their courses. ApplyAI is independent and is not endorsed by, affiliated with or paid by any provider. Prices and details are as at the check date; confirm on the provider's site.