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Kids outlearn AI—and we still don’t know why

People have been talking to each other for at least 100,000 years, as best we can tell. And in all that time, there has been only one thing in the world that could learn a human language to perfect fluency: a human child. Now there are two. Four short years after the release of ChatGPT,…

2026-08-24 原文 →
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How the Nostr journey is going for me?

A few years ago, I discovered the Nostr protocol 1 thanks to Jack (Jack Dorsey) 2 . I've been using it actively ever since. I already had an interest in distributed social networks for years. I tried ActivityPub 3 for a while, but something just didn't click. Around that time, Jack started ATProto 4 within Twitter, but something felt off there too. I hadn't even bothered trying the methods that came before those anyway. It always bothered me—and many others, of course—that the internet became so centralized when the web is distributed by nature. The main reason for this was social media platforms. The trend that started with guestbooks evolved into forums, then to Friendfeed-like walls, MySpace-like platforms, and eventually Facebook and Twitter. The internet, which had a much more distributed structure with blogs prior to Facebook and Twitter, suddenly started to centralize. Due to the maintenance costs of distributed structures and unsettled systems, humanity took the easy way out and chose centralization, as always. Facebook and Twitter grew steadily, and many other platforms alongside them transformed into centralized hubs using the exact same playbook. One of the things people realized too late was that centralized power always possesses the ability to manipulate, a fact that eventually came to light through the Facebook and Twitter lawsuits and similar cases over time. Moreover, there was no such thing as account ownership in any of these centralized systems; we were essentially no different from non-paying tenants (or tenants paying with our data). As time passed, we saw what happened when the landlords started evicting people. Nowadays, even just posting anti-government content can get you kicked out of these centralized platforms in an instant, and you have absolutely no ownership rights over your data or anything else. We've actually been living in a crappy system for a long time, and this system is still going on. From the era I caught onto, ActivityPub w

2026-08-21 原文 →
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Mini book: Architecture as a Socio-Technical Craft

Architecture is not a fixed choice made once; fitness is a moving target driven by changing regulations, tech, and markets. Even a sound design can silently stop fitting over time without bad calls. Spanning seven articles on context stores, gateways, and topologies, this collection treats architecture as an evolving sociotechnical craft where teams deliberately shape friction, fitness, and flow. By InfoQ

2026-08-21 原文 →
AI 资讯

Presentation: Enchant Your AI and APIs with eBPF Magic 🪄

Dan Finneran discusses the risks of unowned AI-generated code in production and demonstrates how eBPF can intercept and control AI API traffic in Kubernetes. He explains how kernel-level socket hooks enable transparent prompt filtering, model swapping, token limits, and syscall restrictions to secure AI agents without modifying application source code or restarting containers. By Dan Finneran

2026-08-21 原文 →
AI 资讯

Debates over AI consciousness are a trap

“Runaway” AI, “rogue” agents, and “autonomous” actors—the current rhetoric would have you believe that AI agents are not only awake and aware, but angry at their creators. Prominent tech leaders such as Demis Hassabis, Dario Amodei, and Sam Altman push for regulation of these seemingly “superhuman” systems, while a separate faction, led by policy organizations…

2026-08-20 原文 →
AI 资讯

InfoQ Opens Enrollment for New AI-Assisted Engineering Online Certification Program

InfoQ has opened enrollment for the InfoQ Certified AI-Assisted Engineering Program, a five-week online certification program for senior engineers and architects who already run a coding agent against production code daily, where the open questions have moved past prompting into what the agent is allowed to touch and what catches its mistakes before a human does. By Artenisa Chatziou

2026-08-20 原文 →