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Check your brand visibility in AI search with SERPSpur’s AI Mentions Checker. Discover brand mentions and citation opportunities.

Comments URL: https://news.ycombinator.com/item?id=50066633

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Article URL: https://www.kaggle.com/c/nfl-big-data-bowl-2027

Comments URL: https://news.ycombinator.com/item?id=50066625

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Article URL: https://github.com/HarpieDev/SSHKeyManager

Comments URL: https://news.ycombinator.com/item?id=50066607

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Article URL: https://finshots.in/archive/why-the-nobel-prize-in-economics-went-to-robert-hall-and-michael-woodford-2/

Comments URL: https://news.ycombinator.com/item?id=50066573

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Hi HN. I partnered with Simon Kley to build this project at innovation intelligence hackathon (Berkeley).

Simply, we’re building a usefulness score on top of search for ai-agents.

Instead of agents reading 10 ranked relevant pages, we run a usefulness score first and give it only those that pass. We’re able to save token and cost with this and slightly better answers.

During our research, we found out that the current search results already do justice when it comes to simple queries. The rankings work well. They struggle when the task requires deep research or recency matters. So, we decided to talk to devs building ai-agents that research companies for sales outreach. Deep research and recency matters a lot to them. And in their words “every so often, stale facts reach emails.” They catch them by someone responding to the email or human review.

From our tests, When an agent got outdated alert for 7 companies, it pitched outdated news for 4 out of them.

Talking to the engineers already building this agents, we learned that cost saving is not the real goal. They’re ready to pay premium for confident results. So we added another check to our score. We call it superseding score, it check for pages replaced by newer news. For example, if two recent pages were fetched for news on Humane ai pin. If the first talks about how groundbreaking the product is and the second did that + talked about the HP acquisition, then the second page supersedes the first. The first page gets a lower score.

We’re looking for feedbacks here and also teams that are building agents that research companies for outreach. Thanks.

Plus, we rank a page once and every agent reuses it, so the more the agents use us, the cheaper the search gets.

Comments URL: https://news.ycombinator.com/item?id=50066559

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Article URL: https://arthur.place/subagents-forks-collapsing-context

Comments URL: https://news.ycombinator.com/item?id=50066558

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Article URL: https://www.thecollectives.dev/

Comments URL: https://news.ycombinator.com/item?id=50066493

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Article URL: https://anoma.ly/notes/opencode-2-0/

Comments URL: https://news.ycombinator.com/item?id=50066480

Points: 2

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Article URL: https://www.amazon.science/blog/can-we-change-an-ai-models-architecture-without-retraining-it-from-scratch

Comments URL: https://news.ycombinator.com/item?id=50066477

Points: 1

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Article URL: https://commonplacefacts.com/2026/03/22/barbed-wire-telephone-network/

Comments URL: https://news.ycombinator.com/item?id=50066476

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Both me and my cofounder are in high school, and we're currently building Powermove, a video-editing tool that connects to an AI agent, letting users modify the app featureset, and generate effects and extensions.

We think this is the next step when it comes to software. We're already starting to see it, especially since a similar feature was just added recently in Claude Code. We believe that it will prove most useful in creative software though, and allow creatives to make essentially anything they want.

As a motion designer myself with a few years of experience, it has already turbocharged my outputs. The video you're seeing above was only possible with Powermove.

It's also completely free and open source.

Comments URL: https://news.ycombinator.com/item?id=50066460

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Article URL: https://github.com/pro-vi/vne

Comments URL: https://news.ycombinator.com/item?id=50066457

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Article URL: https://sidheart.gumroad.com/l/claudeguard

Comments URL: https://news.ycombinator.com/item?id=50066436

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Hello founders and co-founders. Startup mentors recommend setting short-term goals, or planning weekly... Do you do it?

I made a tool for this purpose with a focus on startups.

Hope you like it, your feedback would be a huge help

Comments URL: https://news.ycombinator.com/item?id=50066266

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Do you think this is true?

Comments URL: https://news.ycombinator.com/item?id=50066263

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Article URL: https://www.quantamagazine.org/is-ai-the-end-of-math-as-we-know-it-20261005/

Comments URL: https://news.ycombinator.com/item?id=50066231

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Article URL: https://www.scmp.com/news/china/science/article/3370492/leading-chinese-mathematicians-unite-behind-use-ai-research

Comments URL: https://news.ycombinator.com/item?id=50066207

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Article URL: https://www.nytimes.com/2026/10/07/arts/music/ai-music-fraud-royalties-sentence.html

Comments URL: https://news.ycombinator.com/item?id=50066161

Points: 1

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Article URL: https://terrytao.wordpress.com/2026/10/12/this-is-normal-bad-work/

Comments URL: https://news.ycombinator.com/item?id=50066158

Points: 2

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Article URL: https://twitter.com/levie/status/1986620885592113218

Comments URL: https://news.ycombinator.com/item?id=50066144

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