What do the links at the top mean?

A link takes you to another page. The links at the top give you these choices:

  • Start here — follow the four short lessons from the beginning.
  • Everyday uses — find small, practical jobs you could try with AI.
  • AI tools — meet examples of outside AI apps and learn how to choose one.
  • Explore more — find news, detailed activities, and the separate children’s area.
Reflection

Meet Beam, another open-weight contender to watch.

Reflection’s first model announcement joins a busy month for open-model development.

Sources checked 2026-10-16. Access and availability can change.

What changed

Reflection introduced Beam, a mixture-of-experts model for coding, reasoning, and agentic workloads. The company describes it as its first open-weight model and reports its own benchmark results.

The everyday takeaway

For a reader who wants AI on a personal computer, the word “open” is only the start. Model size and supported deployment software still decide whether a release is practical locally.

Update: weights released October 16

This article records Reflection's October 5 announcement. On October 16, Reflection announced the release of Beam 1.0 weights, and AWS published deployment guidance. The preview availability described in the original coverage has changed. Read our October 16 release briefing, linked below, for current access and hardware requirements. We have not downloaded or tested Beam.

Sources & further reading

Open the source to check the original wording and current availability.

This is a source-linked briefing, not a hands-on product review. Provider claims and outside evaluations are identified in the text.

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