OpenAI has also included a new safety evaluation to test its models chain-of-thought, the running commentary given by the model to show its thought process through multi-step tasks. AI safety researchers have long worried that reasoning models could misrepresent their chain-of-thought, and testing shows it can happen under the right circumstances.
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Previously, I suggested an 80/20 rule for building features: 80 percent of time planning and review, 20 percent on working and compounding. When you look at your broader responsibilities as a developer, you should allocate 50 percent of engineering time to building features, and 50 percent to improving the system—in other words, any work that helps build institutional knowledge rather than shipping something specific.
In Sharryn Brownlee’s experience, it’s when their kids reach the final years of primary school that a lot of parents start to ask one another the same question.