LLMs are useful. They make for a very productive flow when the person using them knows what correct looks like. An experienced database engineer using an LLM to scaffold a B-tree would have caught the is_ipk bug in code review because they know what a query plan should emit. An experienced ops engineer would never have accepted 82,000 lines instead of a cron job one-liner. The tool is at its best when the developer can define the acceptance criteria as specific, measurable conditions that help distinguish working from broken. Using the LLM to generate the solution in this case can be faster while also being correct. Without those criteria, you are not programming but merely generating tokens and hoping.
各保险人按照其承保的保险金额同保险金额总和的比例承担赔偿责任；任何一个保险人支付的赔偿金额超过其应当承担的赔偿责任的，有权向未按照其应当承担的赔偿责任支付赔偿金额的保险人追偿。
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Yvette Becker from FNV union says a four‑day working week can help close the gender gap. "You gain productivity with less absenteeism."
3. From Wendy’s With the FBI to Living With a Felony
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Researchers found that the impact from NASA's Double Asteroid Redirection Test mission altered the path of the asteroid pair Didymos and Dimorphos around the sun. The discovery further confirms the space agency's asteroid target practice as a valid planetary defense technique for moving a hazardous object off a collision course, should one ever barrel toward Earth in the future.