The single-board computing market is shifting rapidly, and we are moving into an era of unprecedented possibilities where edge AI, computer vision, real-time control, and rich sensor streams converge locally. Yes, it’s exciting – but even amidst this “explosion” of hardware, an age-old rule holds true: define what you want to build before picking your […] The post What can you build, when AI can interact with the real world? appeared first on Arduino Blog.

Fellow Automattician Job Thomas, down in Cape Town, South Africa, has a lovely story about using Claude and the Beeper MCP to wrangle all the group chats for his daughter’s sports.

We keep reading scary reports of swarms of AI agents breaking into computer systems and doing other untoward and perhaps illegal things. To what degree do these agents influence each other? And is there anything we can learn from human behavior that would help mitigate these problems? That’s the heady backstory behind [episode 46](https://www.tractionheroes.com/2439976/episodes/19905275-tribal-psychology) of [_Traction Heroes_](https://www.tractionheroes.com/). Harry brought a short reading from David McRaney’s [_How Minds Change_](https://www.amazon.com/How-Minds-Change-Surprising-Persuasion-ebook/dp/B093R2CP2V/) about the impact of our groups on our thinking and behavior. Here’s the key fragment: > the latest evidence coming out of social science is clear. Humans value being good members of their groups much more than they value being right. So much so that as long as the group satisfies those needs, we will choose to be wrong if it keeps us in good standing with our peers. We never lack evidence for this: just tune in to the news. People do stupid things to remain in good standing with their milieu _all the time_. (I know I have!) And apparently, so do AIs. (Although as I pointed out in the show, we mustn’t anthropomorphize technology.) But more importantly, knowing about the perils of tribal psychology can help us be more effective when working in groups — and therefore, to gain traction. [_Traction Heroes episode 46: Tribal Psychology_](https://www.tractionheroes.com/2439976/episodes/19905275-tribal-psychology)

The quality goes in before the name goes on

There's a chance, slim as it might be, that things won't go the way the've gone the last 30 years with digitization the moving to rental models for everyhing.