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With its detachable display, the Insta360 Luna Ultra is exciting for YouTubers. Here's how it compares to the Osmo Pocket 4.

Article URL: https://socketstudy.com/sparks/recovering-attention/

Comments URL: https://news.ycombinator.com/item?id=48483905

Points: 1

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Article URL: https://mikevoyt.github.io/nexusq-revival/

Comments URL: https://news.ycombinator.com/item?id=48483897

Points: 1

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Article URL: https://vmysla.substack.com/p/closing-the-loop-one-impressive-ai

Comments URL: https://news.ycombinator.com/item?id=48483887

Points: 1

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Article URL: https://engineering.berkeley.edu/news/2025/07/a-smarter-approach-to-designing-metamaterials/

Comments URL: https://news.ycombinator.com/item?id=48483878

Points: 1

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Article URL: https://www.techdirt.com/2026/06/10/beneath-the-enshittification-something-amazing-is-growing/

Comments URL: https://news.ycombinator.com/item?id=48483874

Points: 1

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Article URL: https://mohandacherir.github.io/Qdiv7/posts/unix_new_gc/

Comments URL: https://news.ycombinator.com/item?id=48483854

Points: 1

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Article URL: https://inventingthefuture.ghost.io/laserwriter-seeds/

Comments URL: https://news.ycombinator.com/item?id=48483841

Points: 1

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Article URL: https://www.wsj.com/opinion/a-way-to-challenge-the-groupthink-of-scholarly-journals-8e59b215

Comments URL: https://news.ycombinator.com/item?id=48483763

Points: 1

# Comments: 1

Article URL: https://plinkoinput.com/

Comments URL: https://news.ycombinator.com/item?id=48483670

Points: 1

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Article URL: https://text.npr.org/nx-s1-5844328

Comments URL: https://news.ycombinator.com/item?id=48483641

Points: 4

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Article URL: https://thepromptnova.gumroad.com/l/bfixc

Comments URL: https://news.ycombinator.com/item?id=48483617

Points: 2

# Comments: 0

I was not getting good cache utilization when including dynamic context in agent threads. After a lot of experimentation, I found a good pattern that minimizes how often long lived conversation history gets modified while still supporting dynamic context. It has flexible hooks for doing things like truncating or summarizing tool outputs when transitioning messages to the long term history. And I'm seeing >>90% of tokens hitting the cache for my agents despite including a lot of dynamic user context.

There are a wide range of agent prompting strategies so I'd love to hear where this library works well and where there are patterns that don't fit well into the current API!

Comments URL: https://news.ycombinator.com/item?id=48483607

Points: 3

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Article URL: https://vatnode.dev

Comments URL: https://news.ycombinator.com/item?id=48483603

Points: 3

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Article URL: https://github.com/responsiblparty/claude-dmg-skill

Comments URL: https://news.ycombinator.com/item?id=48483589

Points: 3

# Comments: 1

My frustration with distributing java apps didnt show up recently. I remember having implemented my first network jar downloaded back in the 2000's because i needed applet like feature support with desktop full control. Years after, the problem is the very same. Webstart didnt really took off and the only mean i had in my projects was the ugly fatjars, including the (for me) uglier spring-boot repackaging that changes the application classloading behaviour and hence giving me by time some headackes i was not prepared for.

So basically nuts started as a response to this frustration 9 years ago, but from now i think its mature enough (used in production) to be shared, and forecebly i am more keen to need suggestions and help from fellow contributors.

Comments URL: https://news.ycombinator.com/item?id=48483579

Points: 2

# Comments: 0

Last Thursday, Deepmind released Magenta Realtime 2 , an open source music generation model. They said it could run on Mac, but not iPhone.

As a v̵i̵b̵e̵ ̵c̵o̵d̵i̵n̵g̵ ̵a̵d̵d̵i̵c̵t̵ agentic AI maxxi and person who has melted iPhones before (link at bottom), I took that as a personal challenge and made it my weekend project.

On Saturday, I got it to run for 10min straight on an iPhone 12 Pro from 2020 without melting the phone or - shockingly - touching the GPU.

How? I chopped the model up into 5 pieces and set them each to run on different parts of Apple's system on a chip (SoC).

My past experience taught me that if you can actually leverage it, the iPhone's NPU is incredibly powerful, and power efficient. If you're doing sustained real-time generation for long periods of time on a device without a fan, you gotta use the neural engine or else you will melt the device.

See: https://accelerateordie.com/p/we-melted-iphones-for-science

The Apple Neural Engine has a ton of constraints, the main one being that it only accepts fixed shape inputs, and only supports some architectures -- which is why I chopped the model up into pieces.

But it works! And I wrote zero lines of code by hand. Back when I was running VC-backed companies, I would have needed a small team of grumpy greybeard engineers to do this and it would have taken 2-6 weeks. Now I can feed my own nerd fetish and do this stuff myself.

Next up: I'm building an iPhone app that ties into your heart rate, movement data, location etc to generate a real-time soundtrack to you life.

What a time to be alive!

Comments URL: https://news.ycombinator.com/item?id=48483562

Points: 4

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Article URL: https://www.nytimes.com/2026/06/10/world/australia/australia-social-media-ban-under-16.html

Comments URL: https://news.ycombinator.com/item?id=48483524

Points: 3

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Article URL: https://vmax.ai/team/propel

Comments URL: https://news.ycombinator.com/item?id=48483520

Points: 2

# Comments: 0