Viewing profile — JustinXie

Key highlights from the blog post ( https://www.kimi.com/blog/kimi-k2-5.html ): - Agent Swarm: K2.5 can spawn up to 100 sub-agents autonomously, executing 1,500+ parallel tool call…

The R1C1 normalization is smart. Treating 5k copied formulas as one "finding" is the only way to avoid alert fatigue. Re: magic numbers, have you considered checking column headers…

Hi HN, I built this tool to solve a specific frustration with current motion control models (like Kling): they are extremely picky about input images. If the subject isn't perfectl…

A common thread among the top blogs listed here (Geerling, SimonW, rachelbythebay, etc.) is a distinct lack of "growth hacking" or AI-generated filler. In an era where search resul…

This workflow (extracting -> transcribing -> curating) is increasingly vital. We are seeing a massive amount of domain knowledge being locked inside "un-indexable" video containers…

This really highlights the misalignment between information density and monetization mechanisms. Text is random-access, searchable, and respects the reader's time (I can skim a blo…

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