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Hacker News Ask

Local, Open source AI meeting recorder that sees and hears everything

I wanted the simplest possible AI meeting recorder that sees and hears your meetings, workflows etc. No cloud. No account. No subscription. Lumi a small CLI that uses the features already built into macOS. Everything stays on your Mac. Your recordings never leave your machine unless you choose to. It’s fully open source, so you can inspect exactly what it’s doing instead of trusting a black box. Simply run “lumi record start” once. If you’re looking for a low key, private alternative to cloud me

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Hacker News Show

Show HN: AI Face Analyzer

Ask HN: How accurate are AI face analyzers? Comments URL: https://news.ycombinator.com/item?id=49150702 Points: 2 # Comments: 0

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Product HuntTools

Murmell

<p> Cloud canvas where your team and AI agents works together </p> <p> <a href="https://www.producthunt.com/products/murmell?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/1213367?app_id=339">Link</a> </p>

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Hacker News Ask

Aquila Voice Assistant Test Suite for Home Assistant

Put together an extensive open source test suite for voice assistants. You can view it including current leaderboard at: https://git.cicero.sh/aquila/ha-voice-test-suite/ Tests are reproduceable, with clear instructions on how to run them on your machine there. I only have a GPU with 4GB vRAM, hence only capable of testing the small LLMs like Qwen3 4B Instruct. Have Gemma 4 running right now, but it's insanely slow and probably another 24 - 48 hours before it finishes. Tried cloud models like Cl

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Product HuntTools

npm i -g hotcell

<p> Local sandboxes for AI agents on your Mac, Linux, bare metal </p> <p> <a href="https://www.producthunt.com/products/npm-i-g-hotcell?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/1213363?app_id=339">Link</a> </p>

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Hacker News 最佳

Qwen3.8-Max: A New Bar for Coding and Cowork

Article URL: https://qwen.ai/blog?id=qwen3.8 Comments URL: https://news.ycombinator.com/item?id=49150470 Points: 307 # Comments: 113

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Unite.AI

The Worst First Job You Can Give an Agent Is the Visible One

Companies tend to pick their first agent job the same way. Somebody asks what AI could do for us, and the room converges on the work everyone can picture: write our blog posts, answer our customers, handle the inbox. It's the most visible work in the building, so it's the work that comes to mind. Six months later the pilot is quietly parked and the conclusion is that the technology wasn't ready. The technology was fine. The job selection was the problem, and visibility is what made it a bad…

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The Worst First Job You Can Give an Agent Is the Visible One
The Guardian AIBusiness

Disruption review – anti-AI thriller boasts knockout cast but tech commentary needs an update

<p><strong>Pershing Square Signature Center, New York</strong></p><p>John David Washington leads an exceptionally talented cast in a sleek off-Broadway thriller that feels a little dated</p><p>Making its US debut three years after its London premiere, Andrew Stein’s Disruption faces the typical battle of the topical play: even with the most expedient fast-track to production, works tackling current events are in danger of obsolescence upon arrival, often left at the mercy of the latest update, f

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Disruption review – anti-AI thriller boasts knockout cast but tech commentary needs an update
Apple Machine LearningResearch

Understanding Alignment in Multimodal LLMs: A Comprehensive Study

Preference alignment has become a crucial component in enhancing the performance of Large Language Models (LLMs), yet its impact in Multimodal Large Language Models (MLLMs) remains comparatively underexplored. Similar to language models, MLLMs for image understanding tasks encounter challenges like hallucination. In MLLMs, hallucination can occur not only by stating incorrect facts but also by producing responses that are inconsistent with the image content. A primary objective of alignment for

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Hacker News Ask

Ask HN: What's Next for LLMs?

I've been using DeepSeek v4 flash for guided agent workflows (in-IDE, prompt/review diffs) and have found no noticeable benefit to using Haiku, Opus, Sonnet in this workflow. For around a dollar a day, I am able to more than double my own productivity. What are the frontier models for/what are they trying to solve? Are they designed to one shot applications? Is the expectation that we want to be able to "yolo" prompt LLMs and have them complete work unsupervised? Comments URL: https://news.ycomb

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Hacker News: Show HN

Show HN: Mu – Tools for Agents

Article URL: https://github.com/micro/mu Comments URL: https://news.ycombinator.com/item?id=49148899 Points: 6 # Comments: 0

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Hacker News: Show HN

Show HN: Alfa. Killing AI hallucinations with resonance

This code predicts the exact time and price of a future price point, and can also construct a curve of future prices. It can be used to decipher any process that has a graph—for example, a graph of mutual understanding between artificial intelligence and a human. Comments URL: https://news.ycombinator.com/item?id=49148735 Points: 2 # Comments: 0

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Hacker News Ask

What Is Decispher?

What is Decispher? The decision layer between your team and every AI agent Decispher is the system of record for engineering decisions. It automatically captures the decisions, conventions, constraints, and rationales your team produces every day from Slack, GitHub PRs, and docs, then serves that knowledge to both humans and AI agents the moment they need it. Think of it as a senior engineer who has read every Slack message, every PR, and every architecture discussion your team has ever had, and

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TechCrunch

Sam Altman and AI’s decel debate

On the latest episode of Equity, we discuss why Sam Altman has calling on the industry to "pace the rate of AI development."

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Product HuntTools

mpai

<p> Make existing Codex and Claude Code sessions multiplayer </p> <p> <a href="https://www.producthunt.com/products/mpai?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/1213234?app_id=339">Link</a> </p>

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The Verge

Fender’s CEO seems to think your bandmates are just analog AI

Fender CEO Edward "Bud" Cole gave an interview to T3 in May celebrating the 75th anniversary of the Telecaster with comments on AI and music that initially flew under the radar. But it has started making the rounds recently, pouring more fuel on an already raging fire of bad PR following the company pissing off […]

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Fender’s CEO seems to think your bandmates are just analog AI
Hacker News: Show HN

Show HN: Kota – Bring AI agent CLIs into the same room

A couple months ago, I was tired of keep copy-paste across different Agent Chatbot tabs, feeling like a slave for AI sessions, so I created Kota for my own work. Kota was designed around a concept of Knights of the Round Table. It treats human as part of a project team, and - Runs on top of existing CLIs with existing logins, - Gives each agent a persisted, viewable and editable identity, instead of sessions - Has a file-based long-term memory, - Uses a self-managed skillset, - Works on separate

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Product HuntTools

claudemon

<p> Wild Pokémon appear while you wait for Claude Code </p> <p> <a href="https://www.producthunt.com/products/claudemon?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/1213145?app_id=339">Link</a> </p>

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Hacker News LLMLLMs

Show HN: LLM Tools that I made that I cant live without

Hello HN ..I am posting here because I have made this bad ass thing. I want to be clear. I'm trying to make somthing worthy of people buying it and getting good value, I have not really shown it off or had anyone look at my site past the occasional web crawler, and I did 100% make this. Its called 0verload and the things it does, I will now list. Automatcially tracks versions on all your source code. It dosnt replace GIT, its for the saves you do between checkins...that one version you should ha

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Product HuntTools

Appllama

<p> Study 25,000+ screens from top-earning iOS apps </p> <p> <a href="https://www.producthunt.com/products/appllama?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/1213121?app_id=339">Link</a> </p>

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Hacker News Ask

Graduate in 2036 as a AI engineer is it worth?

I just need to know am i doing good or not for my future Comments URL: https://news.ycombinator.com/item?id=49145976 Points: 1 # Comments: 4

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