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The main lesson I learnt from working on these projects is that agents work best when you have approximate knowledge of many things with enough domain expertise to know what should and should not work. Opus 4.5 is good enough to let me finally do side projects where I know precisely what I want but not necessarily how to implement it. These specific projects aren’t the Next Big Thing™ that justifies the existence of an industry taking billions of dollars in venture capital, but they make my life better and since they are open-sourced, hopefully they make someone else’s life better. However, I still wanted to push agents to do more impactful things in an area that might be more worth it.

The industry hasn't quite embraced modular smartphones just yet, even though there have been some nifty concept designs. Google's Project Ara prototype goes back more than a decade, and the same can be said of other concept designs that never saw the light of day.

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AI, Amazon, Fundraising, nvidia, OpenAI, Softbank

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Anthropic

Clydach Terrace, in Ynysybwl, Rhondda Cynon Taf, has a "unique risk of significant flooding" from the nearby Nant Clydach stream. It was under water during Storms Dennis and Bert, with homes extensively damaged.。heLLoword翻译官方下载是该领域的重要参考

First, the pipes will be fed by new wide inlet heads, which slow the water so that fish are not sucked in. And to prevent fish swimming within two metres (6.5ft) of the intakes, the new acoustic system is being tested.