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The Verge

HomePod Mini 2 first look: Three things I love and one disappointment

When I first heard about the new $149 HomePod Mini 2 at Apple's Welcome Home event last month, I was disappointed. It's been six years since Apple launched its entry-level smart speaker, and all it got in the second gen was a chip bump, some color glowy stuff, and better AirPlay? For $50 more than […]

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HomePod Mini 2 first look: Three things I love and one disappointment
Hacker News LLMLLMs

Uniichat: Use a single LLM chat forever

Article URL: https://github.com/VictorTaelin/uniichat Comments URL: https://news.ycombinator.com/item?id=50325634 Points: 1 # Comments: 0

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The Robot ReportRobotics

Why physical AI is the next lucrative frontier

To prove its commercial value, physical AI must get past funding enthusiasm and move into production environments. The post Why physical AI is the next lucrative frontier appeared first on The Robot Report .

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Why physical AI is the next lucrative frontier
The Robot ReportRobotics

Solving the Interconnect Challenge in Modern Robotics: How 3M Is Engineering for Motion, Density, and Uptime

As robotics systems grow more capable — faster, more precise, and increasingly reliant on AI-driven vision and control — the humble interconnect is being asked to do more than ever. The post Solving the Interconnect Challenge in Modern Robotics: How 3M Is Engineering for Motion, Density, and Uptime appeared first on The Robot Report .

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Solving the Interconnect Challenge in Modern Robotics: How 3M Is Engineering for Motion, Density, and Uptime
The DecoderBusiness

Chinese AI models are politically complex, not just government mouthpieces, study finds

A study by Vals AI tested 25 AI models for alignment with Chinese government positions and found surprising results. Chinese models respond to political questions less uniformly than expected, and Western models occasionally adopt official Beijing positions too. The language of the prompt had an especially strong effect on the political slant of responses. The article Chinese AI models are politically complex, not just government mouthpieces, study finds appeared first on The Decoder .

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Chinese AI models are politically complex, not just government mouthpieces, study finds
r/MachineLearningResearch

Data augmentation question. How do I characterise an original and augmented datasets where the augmentation parameters were zoom and crop? [P]

<!-- SC_OFF --><div class="md"><p>For context, I am a new postgraduate student in machine learning (but not a very good one). I have produced some augmented datasets (TIFF files where each file contains one object to be detected / classified) which I used in training deep learning models. I used fairly aggressive cropping (random crops between 0 and 90%) and more moderate zooms (random values between 0 and 20%). My supervisor wants me to characterise these datasets to see how augmentation has ch

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The DecoderBusiness

OpenAI is steering ChatGPT users toward more paid usage

OpenAI is now capping the number of paid ChatGPT accounts per device and payment card. Users who hit the limit can't start new subscriptions, and affected accounts can't be used on that device. Logging out doesn't automatically free up a spot. The policy will likely hit users who've been juggling multiple cheap subscriptions to maximize usage, pushing them toward pricier options like buying extra credits. The article OpenAI is steering ChatGPT users toward more paid usage appeared first on The D

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OpenAI is steering ChatGPT users toward more paid usage
Towards Data Science - Medium

A Neural Network Learned to Read Digits From Pure Noise

A small NumPy reproduction of subliminal learning, and a short argument for why it works The post A Neural Network Learned to Read Digits From Pure Noise appeared first on Towards Data Science .

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The DecoderBusiness

Google wants video AI to understand what people need as they work

A Google-led research team built StreamVibe, a video agent designed to watch people cook or assemble furniture and speak up only when help is needed. A benchmark shows that none of the tested models reliably pick the right moment in longer videos, as errors compound and response quality drops sharply. The article Google wants video AI to understand what people need as they work appeared first on The Decoder .

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Google wants video AI to understand what people need as they work
The DecoderBusiness

OpenAI's upcoming chat-and-work merger in ChatGPT signals the end of all-you-can-prompt pricing

OpenAI combines the Chat and Work modes into a single interface. Starting in December, Plus, Pro, and Business plans will share a common, token-based quota for ChatGPT and Codex. More complex models consume more of this quota, while simple instant chats do not count toward it. In practice, this is likely to result in a decline in ChatGPT’s quality for heavy users on lower-cost plans. The article OpenAI's upcoming chat-and-work merger in ChatGPT signals the end of all-you-can-prompt pricing appea

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OpenAI's upcoming chat-and-work merger in ChatGPT signals the end of all-you-can-prompt pricing
MarkTechPostResearch

DeepSeek Open-Sources dsh-superagent, a Router-Worker Coding Agent

DeepSeek released dsh-superagent, an MIT-licensed research prototype that turns GitHub and Feishu requests into parallel worker sessions. In DeepSeek’s own simulation, p95 task completion fell to 15.7 minutes from 29.5 minutes. The post DeepSeek Open-Sources dsh-superagent, a Router-Worker Coding Agent appeared first on MarkTechPost .

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r/MachineLearningResearch

Best option for local models [D]

<!-- SC_OFF --><div class="md"><p>Hi there, wanted a suggestion from the community regarding the hardware to run local models. The first option was just to get a MacBook Pro with 32 GB RAM, and the second one was to invest into Mac Mini (256 GB SSD and 32 GB RAM), and get an iPAD as well</p> <p>PS; I have access to B200, and multiple A100s/L40s at my Univ which I can definitely use for training purposes, and I just wanted to get a device to run local inference</p> </div><!-- SC_ON --> submitted

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Hacker News FrontTools

The AI cost of JavaScript frameworks

Article URL: https://nolanlawson.com/2026/10/28/the-ai-cost-of-javascript-frameworks/ Comments URL: https://news.ycombinator.com/item?id=50323088 Points: 7 # Comments: 3

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Hacker News AILLMs

The AI boom spawns job market for data-center liaisons

Article URL: https://www.semafor.com/article/10/30/2026/the-ai-boom-spawns-job-market-for-data-center-liaisons Comments URL: https://news.ycombinator.com/item?id=50322830 Points: 1 # Comments: 0

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Hacker News AILLMs

AI Made Me Homeless

Article URL: https://medium.com/effortless-programming/ai-made-me-homeless-a7266d716e59 Comments URL: https://news.ycombinator.com/item?id=50322251 Points: 13 # Comments: 6

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TechCrunch

Data centers are now a midterm issue, even in Brooklyn

At a Brooklyn midterm party five days before Election Day, every conversation, from a council member’s fireside chat to a debate about the Democratic Party, kept circling back to AI and data centers.

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Hacker News FrontTools

Show HN: BBRouter – Ben Eater's 8-bit computer, simulated on 3D breadboards

Hi HN, I kept wiring Ben Eater's 8-bit computer wrong, so I built a realistic virtual breadboard editor. Some of the nice features are side-by-side diff, scope, schematics auto-sync, auto-router (BBRouter stands for breadboard router), and my favorites: upload from the real Arduino IDE and connect to your AI with MCP, let Claude & co build it or help you troubleshoot. The link is the SAP-1 running. You can orbit it, probe a hole with the scope, slow the clock down, play with the virtual displays

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r/MachineLearningResearch

Are there fundamental repeating patterns in ML techniques across modalities (text, image, audio) that let us group them? [R]

<!-- SC_OFF --><div class="md"><p>I’ve been noticing that a lot of techniques seem to repeat across modalities with just a different name.</p> <p>For example, tokenisation, masking (MLM / MAE / audio masking), diffusion, next-token / next-frame prediction, etc.</p> <p>Is there an existing taxonomy or mental model that groups ML techniques by their underlying pattern rather than by modality (NLP / vision / audio)?</p> <p>This will help me to group the research papers and then make reference to wo

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Hacker News AILLMs

Honest Government Ad – AI Data Centres [video]

Article URL: https://www.youtube.com/watch?v=kON2ZI2BNj8 Comments URL: https://news.ycombinator.com/item?id=50321493 Points: 3 # Comments: 0

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Hacker News AILLMs

Writing was flagged as AI. What does that mean?

Article URL: https://www.npr.org/2026/10/31/nx-s1-5963520/ai-writing-detectors-pangram Comments URL: https://news.ycombinator.com/item?id=50321323 Points: 1 # Comments: 0

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Hacker News AILLMs

Yours.ai- a Studio for Interesting Ideas

Article URL: https://www.yoursai.in Comments URL: https://news.ycombinator.com/item?id=50321102 Points: 2 # Comments: 0

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Hacker News AILLMs

Computer Science Programs Lose Students as AI Replaces Jobs

Article URL: https://www.bloomberg.com/news/articles/2026-10-29/computer-science-degree-programs-lose-students-as-ai-takes-jobs Comments URL: https://news.ycombinator.com/item?id=50321065 Points: 21 # Comments: 15

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Simon WillisonLLMs

datasette-llm 0.1a9

<p><strong>Release:</strong> <a href="https://github.com/datasette/datasette-llm/releases/tag/0.1a9">datasette-llm 0.1a9</a></p> <p>I have some big upgrades to <a href="https://agent.datasette.io/">Datasette Agent</a> in the pipeline, but in the meantime here's a tiny user experience improvement to the underlying <code>datasette-llm</code> plugin. </p> <p>It now picks up the default model used by <a href="https://llm.datasette.io/">LLM</a>, which means you can start using Datasette Agent without

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Hacker News AILLMs

Proton senior management prioritizes AI over security

Article URL: https://consumerrights.wiki/w/Proton_senior_management_prioritizes_AI_over_security Comments URL: https://news.ycombinator.com/item?id=50320681 Points: 4 # Comments: 1

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