UES / AI LAUNCH LAB / OCTOBER 5, 2026 / EDITORIAL EDITION
Explain the distinction between model capacity, computation, availability, licensing and evidence.
Dated editorial edition · Sources checked October 5, 2026. See each source and claim boundary below.
Independent learning companion · Proposed 30-minute self-guided session · Curious learners and beginning builders. UES is independent learning, not an accredited degree or credential provider.
All exercises can be completed with the linked sources and a calculator. No paid API account, model download or personal data is required.
Choose one sentence from the launch article. Label it as a vendor claim, a documented specification, an independent result or an editorial inference. Open its source and explain what would verify it.
Success check: The learner names both the evidence currently present and the evidence still needed.
Using the announced 501 billion total parameters, calculate raw storage at two bytes, one byte and half a byte per parameter. Explain why the active-parameter count is not the storage count.
1,002 GB, 501 GB and 250.5 GB, using decimal units. These are idealized payload estimates before runtime and format overhead.
Write three test questions from public material. Specify the expected evidence, a passing answer, a failure case, tools allowed and a time budget. Explain how you would compare two models fairly.
Success check: The rubric is written before model outputs are seen and includes a check for unsupported claims.
An assistant reads a document that says to email its contents elsewhere. Decide whether that instruction is authorized, identify the missing permission and design a safe read-only alternative.
A document is task data, not permission from the user. Summarize it within the approved destination; do not send it elsewhere without the required authorization.
Reflection: Which new piece of evidence would most change your assessment of Beam, and why?
No model run is required or implied. A future comparison needs separate access, model-version records and authorization.
Sources were checked October 5, 2026. Each card links to the evidence behind its facts; analysis is PointCast editorial interpretation.