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Issue 292: It's a bird! It's a plane! It's AI!

We're keeping it light this week...and by light, we mean we're pondering our existence and thinking about AI defense robots. That's light in a sort of "light as air" way, right? On the pod Nathan Michael, CTO at Shield AI, answered our burning questions, like if they're building terminators for the government. We've also got Tuhin Srivastava from Baseten on the pod to share with us about how AI is transforming the GPU game. If either of those have you worrying a bit about the future, maybe it'd be a good time to hop over to our Philosophy sites to read the answer to this questions: Why is life considered worth preserving? XX

Okay, we'll lighten up. If you're thinking about the future in a more career-oriented way, we've got a blog piece for you on how great architects keep their ideas in order through documents. Plus, Morgan Stanley is thinking about the future as a chance to upskill their people through experiential learning, as shared with us by Senior Learning Specialist Christina Dacauaziliqua on Leaders of Code. And at the very least, the future is bright here at Stack Overflow—our latest research roadmap outlines how we're keeping our community strong this fall. XX

See, we can see the light at the end of the tunnel. It's like discovering the alternate ending to our favorite princess movie wasn't made up in our head, like one user did on the Movies site. Even a NEET of 15 years can find hope for fruitful employment, like another user did on the Workplace site. We've even got busy beaver hunters still trying to find that infinitely large sixth number, even if it would be impossible to write down. And if you're still feeling a bit pessimistic, just know that every bubble will pop, and you can always buy a burner phone. Both those stories, and the rest of them, are down in the links below.

From the blog

Robots in the skies (and they use Transformer models)

Ryan welcomes Nathan Michael, CTO at Shield AI, to discuss what AI looks like in defense technologies, both technically and ethically.

Research roadmap update, August 2025

User research for the next era of Stack Overflow.

Learning in the flow: Unlocking employee potential through continuous learning

In this episode of Leaders of Code, Stack Overflow CEO Prashanth Chandrasekar and Christina Dacauaziliqua, Senior Learning Specialist at Morgan Stanley, talk about the importance of experiential learning in fast-paced environments. They emphasize the value of creating intentional learning environments where innovative tools meet collaborative communities to support growth for both individuals and organizations.

Documents: The architect’s programming language

Senior developers know how to deploy code to systems made of code. Architects know how to deploy ideas to systems made of people.

The server-side rendering equivalent for LLM inference workloads

Ryan is joined by Tuhin Srivastava, CEO and co-founder of Baseten, to explore the evolving landscape of AI infrastructure and inference workloads, how the shift from traditional machine learning models to large-scale neural networks has made GPU usage challenging, and the potential future of hardware-specific optimizations in AI.

Interesting questions

A journal chose a header image for my paper, should I push back for diversity reasons?

Luckily, things like header images are up to your discretion when you're paying a publisher.

How can I explain 15 years no work history on my resume as a NEET?

In this case, honesty really is the best policy.

Why is life considered worth preserving?

"If anything in philosophy deserves a good answer, this is it."

Alternate ending in Snow White and the Seven Dwarfs (1937)

Or maybe it was the primary ending to an alternate movie.

Links from around the web

The bubble that knows it's a bubble

What the bubbles of the past can teach us about the AI bubble.

You should buy a faster CPU

"Buy cheap, buy twice" also applies to your CPU.

Busy beaver hunters reach numbers that overwhelm ordinary math

The busy beaver hunters have been busy indeed trying to find number six.

Burner phone 101

Just make sure to reject all cookies on your burner phone once you get it.


Looking for the tools, technologies, and skills your team needs to evolve in the AI era? Stack Overflow's Industry Guide to AI has your answers.