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Just like a fruit fly, a new algorithm never forgets old scents

3 September 2026 at 14:22

Fruit flies aren't exactly famous for their brainpower; you've probably drowned more than one in a wine glass left too long on the patio table. And yet, working with roughly 140,000 neuronsβ€”a brain smaller than a poppy seedβ€”Drosophila can sort through a huge range of smells in a fraction of a second, and then retain the memory of that scent for a long time.

In this, they do much better than current "electronic noses." Even the most advanced ones on the market tend to be expensive, painfully narrow in what they can detect, and quick to forget an odor the moment they learn a new one.

So why not just copy the fly? That's the question a growing number of researchers have been askingβ€”including Kevin Max and Yang Shen at the Okinawa Institute of Science and Technology, whose new algorithm, Spi-Fly, is described in a paper recently published in the journal Neuromorphic Computing and Engineering.

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Β© Joao Paulo Burini

Pocket's AI made my game ideas real. Now Meta controls the results.

31 August 2026 at 06:00

The relatively recent rise of AI-assisted coding tools and the whole concept of "vibe coding" have effectively upended entire software development workflows. While these tools have been available to novice coders willing to put in the work to set them up, those with little to no coding experience could still be a little put off by the CLIs, IDEs, and terminal-based tinkering needed to create a complex AI-coded project these days.

Meta's latest AI-based project launch wants to make that kind of vibe coding as instantly accessible as posting on social media. Pocketβ€”which launched in the US last Friday, August 21, after Meta acquired the staff behind the now-defunct vibe-coding app Gizmo in Marchβ€”is a mobile app that lets users create fully functional interactive "gizmos" just by typing prompts into a text box, without even the option to look at a line of code. Those gizmos can then be shared with the world in a TikTok-style endless scroll complete with likes, comments, reposts, and all the other hallmarks of social media addiction.

After playing around with Pocket for the better part of a week, I found myself getting hooked on the simple process of quickly standing up functional, relatively feature-rich game prototypes simply by chatting with an LLM. But the result of all that time and AI effort is a couple of interactive toys that are effectively trapped in Meta's new walled garden, without any real way to turn them into something separate.

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Β© Pocket / Kyle Orland

Everyone's a Builder Now. That Changes Security Training.

31 July 2026 at 12:00

I've spent my career figuring out what makes content stick, from early work for brands like Apple and onward across two decades across film, animationΒ and generative AI. Different tools every few years, same question underneath. What makes someone lean in instead of tuning out?

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