What we must realize is that the current preference cascade, on the need to Pace the Frontier, is insufficient. If we are to make it out of this alive, we will have to do better.
If there really is a high chance of AI leading to the extinction of humanity within years/decades, then the only rational stance towards safety monitoring and research pacing should be stringent, top-down government involvement and universally ratified international treaties.
I’ve written about the people familiar with the matter pattern before—it means Reuters have anonymous insider sources that their reporters (and editors) find credible.
It just won the Pop Insider "Best Geeky Game" of 2025 and also "Best Stocking Filler" in the MadeForMums Toy Awards 2025 (UK). If you have any kids or relatives aged 8–15, you can start playing—and laughing—in minutes.
Sometimes you have to move fast at the sacrifice of knowledge, and I'm totally on board for that, but I worry that what we'll create is an entire generation of incompetent programmers who can do some amount of things well, but anything that is unique, bespoke, or requires some extra like little elbow grease, might become very difficult. It might cause a whole chasm where juniors remain juniors forever.
I've so far not seen good book resources to prepare for the systems design / architecture interview. This book from Alex Xu is the most promising one as of yet.
We're advocating that companies handle risk from scheming models in a similar way–striving to ensure that they'll be safe even if their alignment efforts fail to prevent models from scheming.
What is different about construction is the level of coordination that takes place: whereas in a car everything is carefully designed to tightly integrate together, in housing construction the work can be done (and often is) with surprisingly little coordination between the various trades.
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