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Towards Data Science - Medium

Run a Local LLM with OpenClaw on Your Mac Mini

Tired of your monthly API bill? Follow this tested guide to set up a high-performance local LLM on your Mac Mini without the headaches. The post Run a Local LLM with OpenClaw on Your Mac Mini appeared first on Towards Data Science .

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Smashing MagazineDev & Frontend

Designing With Uncertainty: How AI Supercharges Probabilistic Thinking

In a world where AI is informing more design choices, it’s easy to mistake predictions for certainties. This article introduces Probabilistic Design, a mindset that allows UX and product teams to accept uncertainty, decipher AI outputs with nuance, and make smart, adaptive decisions.

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Designing With Uncertainty: How AI Supercharges Probabilistic Thinking
Hacker News FrontTools

SubQ 1.1 Small

Article URL: https://subq.ai/subq-1-1-small-technical-report Comments URL: https://news.ycombinator.com/item?id=48556163 Points: 81 # Comments: 37

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Hacker News LLMLLMs

Show HN: Wattfare – LLM API that's paid by users, not dev

Hey HN! I recently built halupedia - a funny site that hit 300k+ users in few weeks and #1 on hacker news. It was amazing project, which costed me $300+. Since halupedia uses a lot of AI I paid a lot for the bill, fortunately I'm fine thanks to donations and resigning from many planned features. It inspired me to built wattfare - just like BYOK it let's user bring their own AI budget to the site. It works like OAuth, user just clicks a single button, has ability to limit or revoke access for a w

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Product Hunt — The best new products, every day

SolonGate

<p> Zero-trust security gateway for AI agents </p> <p> <a href="https://www.producthunt.com/products/solongate?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1173420?app_id=339">Link</a> </p>

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Hacker News AILLMs

How developers react to AI-scented blog posts

Article URL: https://writethatblog.substack.com/p/dev-reaction-to-ai-blog-posts Comments URL: https://news.ycombinator.com/item?id=48555676 Points: 1 # Comments: 0

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Hacker News AILLMs

Show HN: git-lrc – Free, Micro AI Code Reviews That Run on Git Commit

Hi HN, I'm the author of git-lrc, would appreciate some feedback from the community Last year my team started using AI coding tools more heavily, and we found ourselves generating tons of code, but spending less time looking at the stuff that's been generated. We felt like we were losing a bit of grip/understanding of what we were building. Regressions occasionally slipped through. Sometimes changes made it all the way to production only to be reverted later. We tried several AI code review tool

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Recurrent Neural Networks

The Roadmap to Becoming an LLM Engineer in 2026

A step-by-step path through the skills that turn a machine learning practitioner into someone who ships large language model applications.

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The Roadmap to Becoming an LLM Engineer in 2026
The Guardian AIBusiness

How the fight over US datacenters is scrambling this state’s politics: ‘We don’t want it’

<p>Josh Shapiro, Pennsylvania’s governor, squares off with state lawmakers over the facilities powering an AI boom</p><p>A controversial haunted house near Philadelphia, <a href="https://www.theguardian.com/us-news/pennsylvania">Pennsylvania</a>, taps into its <a href="https://www.thebeliever.net/the-haunting-of-pennhurst/">dark history</a> every fall to scare tens of thousands of visitors. In 1968, a local news station <a href="http://www.preservepennhurst.org/default.aspx?pg=26">documented</a>

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How the fight over US datacenters is scrambling this state’s politics: ‘We don’t want it’
The Robot ReportRobotics

Kawasaki Robotics to debut RL030N physical AI platform at Automate

Kawasaki Robotics says its 8-DoF robot, Pulseboard inspection tech, and other systems will show its vision for intelligent automation. The post Kawasaki Robotics to debut RL030N physical AI platform at Automate appeared first on The Robot Report .

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Kawasaki Robotics to debut RL030N physical AI platform at Automate
Hacker News AILLMs

I made the same AI compete against itself in SEO tasks

Article URL: https://medium.com/@a.galecki/i-made-the-same-ai-compete-against-itself-in-seo-tasks-9f973a3ee97c Comments URL: https://news.ycombinator.com/item?id=48555245 Points: 1 # Comments: 0

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Hacker News AILLMs

Ask HN: How do you think AI comment moderation should work?

Reading comments one by one and checking if they are in a way breaking the rules, is a boring and time taking (not individually, but because there will be lots of comments) task. We can use AI to do it faster. But, AI always makes mistakes. So do you think is it better that: We approve whatever AI approves without manual check and manually check if the comments rejected by AI are actually breaking the rules Or We manually check whatever AI approves, and use AI only to reject the bad comments? Co

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Product Hunt — The best new products, every day

SquidHub

<p> Multiplayer mode for humans and AI </p> <p> <a href="https://www.producthunt.com/products/squidhub?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1173375?app_id=339">Link</a> </p>

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Hacker News Ask

Ask HN: How is your company getting cited by ChatGPT?

What tools or strategies has your company been using to get referenced by ChatGPT/AI? As a small company in a large market, I'm hoping to learn what works when it comes to being an AI reference. Comments URL: https://news.ycombinator.com/item?id=48555050 Points: 2 # Comments: 0

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Towards Data Science - Medium

LLM Fallbacks Break Agent Pipelines — I Built the Missing Recovery Layer

LLM rate limits don't just interrupt agent pipelines—they can silently corrupt structured outputs when fallback models receive incompatible payloads. I built a recovery layer that classifies failures, adapts payloads across model tiers, preserves execution state, and maintains schema integrity during provider swaps. The post LLM Fallbacks Break Agent Pipelines — I Built the Missing Recovery Layer appeared first on Towards Data Science .

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Product HuntTools

Jotform AI App Builder

<p> Turn ideas into powerful apps within seconds </p> <p> <a href="https://www.producthunt.com/products/jotform?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1173364?app_id=339">Link</a> </p>

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Hacker News Ask

Ask HN: How do open source companies make money?

I'm new to the open source side of things and I'm trying to learn as much as I can, I'm looking for material recommendations about Open Source Software (specially in the age of agentic AI). Can you drop your favorite ones? Comments URL: https://news.ycombinator.com/item?id=48554960 Points: 2 # Comments: 1

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Product HuntTools

Tabstack Browser Automation

<p> Automate the web in your app or agent, no browser to host </p> <p> <a href="https://www.producthunt.com/products/tabstack?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1173357?app_id=339">Link</a> </p>

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