Double XP weekend

The mechanic

Bonus time!

Think of bonus multiplier windows as short, planned periods where student work is worth extra points — like a “double XP weekend” in a video game.

Start by picking a clear window of time — Friday through Monday, say, or just one class period. During that time, any assignments you choose (homework, review activities, missing work, quizzes) earn extra value, like 2x points or +50%. Then tell students ahead of time so they can plan for it. The goal is a sense of urgency and excitement: if I do this now, it’s worth more.

Next, be intentional about what counts. You can use it to:

• Encourage students to catch up on missing work
• Push them to practice before a test
• Reward effort on more challenging assignments

Finally, keep it fair and sustainable. Not every student is available all the time, so avoid making these windows the only way to succeed. Repeat them occasionally, or give in-class chances so everyone has access.

In practice, it sounds like this:

“This weekend is a 2x points window. Any missing assignments or review work you complete will count double. You still have to follow the missing work policy and have your parents email it to me with a reason why it wasn’t turned in on time.”

It’s simple to run, it adds energy to your classroom, and it gives students a reason to re-engage right when you need it.

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Ethical AI

Translating for language learners

Translating educational materials for language learners isn’t just about swapping words. It’s about making content understandable, accessible, and meaningful for students at different language levels.

Start with clarity over complexity. Use shorter sentences, common vocabulary, and straightforward structure. If the original says “analyze the correlation between variables,” a version for emerging learners might say, “look at how two things are connected.” You’re not dumbing it down — you’re making the concept reachable without losing the idea.

Support language with visuals and context. Diagrams, icons, examples, and even gestures if you’re teaching live help bridge gaps that words alone can’t fill. Keep key academic terms, but pair them with simple explanations — “velocity (how fast something moves in a certain direction).” That builds content knowledge and academic language at the same time.

As an aside, I did not mention making pictures on AI. If you are using AI to make flash card pictures for things like bathrooms and bread, I would prefer you to unsubscribe from this newsletter.

Be intentional about cultural and linguistic differences. Some examples, idioms, or references may not translate well. Replace them with familiar or universal examples where you can. And consider offering multiple versions of the same material:

• A simplified version — short sentences, basic vocabulary
• A supported version — sentence frames, visuals, glossaries
• The original or near-original version, for advanced learners

Your goal isn’t perfect translation — it’s comprehension and confidence. If students can understand the idea and engage with it, you’ve done it right.

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The read

What happened, not why

CNBC — Appeals court rules on the Pentagon’s risk designation for Anthropic

The article effectively delivers the key outcome and immediate stakes of the case, clearly explaining that the appeals court upheld the Pentagon’s decision and what that means for Anthropic’s role in defense work. It also does a good job highlighting the unusual legal situation, where one court struck down part of the designation while another upheld a separate part, giving readers a sense that the issue is still unsettled. That makes the piece useful as a quick, high-level briefing, even while keeping the reader from knowing what the full outcome will be.

Unfortunately, the article lacks depth where it matters most. It repeatedly references “supply chain risk” and national security concerns without clearly explaining what those terms mean in this context, or what specific worries the government has about Anthropic’s technology. Even the court’s justification is summarized in vague language, leaving readers without a concrete understanding of why the ruling went the way it did. The article tells readers what happened, but not enough about the underlying reasoning.

The piece also leans slightly into political framing rather than deeper analysis — which seems to be the whole idea behind a lot of articles like this. While both sides are technically included, the government’s position carries more weight through detailed references to authority, while Anthropic’s perspective is mostly limited to brief responses. The political commentary adds attention-grabbing elements but does little to clarify the broader implications, such as how this decision might affect the future of AI development, regulation, or partnerships with government agencies.

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Field notes

Chucking pumpkins

I know a teacher who taught her kids how to build trebuchets to chuck pumpkins.

I’m sorry. What!?

And they had a contest to see who could chuck them the furthest!

Was it a class on building ancient siege engines for storming castles? Nope. How about a history of modern warfare? Nope.

It was an engineering class.

I saw pictures. These kids were in tune with the building. I literally couldn’t see their faces because they were so intent on building the trebuchet that they didn’t have time to wonder what was going on around them.

And the teacher? She was facilitating like a pro and walking around taking those pictures.

Here is where she is showing us how important it is to let kids do the things. Here is where student engagement is at 100%. Here is where standardized tests fail.

Here is where kids are learning.

I can imagine a lesson in any subject for this. Yes. For ELA as well. So then, if students like this, the teacher had fun, and it hits all the standards, why are we not doing more like this?

I know a physical science class or two that are about to learn how to fling jack-o-lanterns…