Best of 2023

The blog posts Hacker News loved most in 2023. 3,824 posts.

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3725

AI has poisoned its own well

What will happen to GPT-{n} once LLMs contribute much of the language found online? We find that use of model-generated content in training causes irreversible defects in the resulting models, where tails of the original content distribution disappear. We refer to this effect as Model Collapse and show that it can…

3731

Dismantling a Crappy Malware Operation

Dismantling a Shoddy Malware Operation The Discovery I had been made aware of a malware spreading site called obspremium.com. This site is claiming to offer a so-called “premium” version of the popular open source recording and streaming program Open Broadcaster Software at obsproject.com. “OBS Premium” hosts a direct…

3734

Shipping Graphing Calculator

I've been on many projects that get canceled. We're building cool stuff. We're going above and beyond, and we're excited. But the project encounters reality, shifting priorities, or budgeting constraints, and the work never goes anywhere. It always feels tragic, but then I move on. But what if I didn't let a project…

3738

Wolf Incident Postmortem

Incident #210 Status Complete, one action item outstanding. Summary Sentinel consumed by wolf after repeated false alarms. Impact Loss of sentinel. No flock impact. Root causes Sentinel generated noisy alerts due to premature deployment, incomplete training, and overly monotonous task. Oncalls failed to respond to…

3747

The anatomy of a smart bulb

I’ve been having some troubles with Zigbee. Yes, at our airbnb we have a rather big dining room where I’ve put 7 Zigbee RGBWW Smart bulbs. The problem is that each time I try to turn all 7 on or off there’s either a lag or some of them just won’t switch on or off. The controller is a Sonoff Zigbee 3.0 USB dongle, yes…