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TechCrunch

Google Photos adds a new AI ‘Video Remix’ tool

The feature can do things like apply cinematic relighting to brighten up a dark clip, swap out a plain background for something fun, or add artistic styles to videos.

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Hacker News: Show HN

Show HN: Moo, Git versions code, moo versions machines

I'm Evan, CTO of Ito (ito.ai). We do code review that actually runs your code. When we're developing locally, we run lots of coding agents in parallel against the same repo, and we kept hitting the same wall: git worktrees isolate files, but the database, ports, and services all collide. Moo is a brand new internal tool we use to moove faster and thought we'd share it. Every branch or agent attempt gets its own isolated Linux machine, and the machine's state is versioned with your repo. Moo save

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The DecoderBusiness

ChatGPT can now listen and talk at the same time, making AI conversations seem more human

OpenAI's GPT-Live can listen and speak at the same time using a full-duplex architecture. Complex questions get handed off to GPT-5.5 in the background, which drastically improves response quality. GPT-Live-1 is available now for paying ChatGPT users, with a mini version for free accounts. API access is coming soon. The article ChatGPT can now listen and talk at the same time, making AI conversations seem more human appeared first on The Decoder .

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ChatGPT can now listen and talk at the same time, making AI conversations seem more human
Hacker News Ask

Ask HN: What are agent sandboxes missing?

I'm building an agent sandbox platform with opinionated customizable templates for general purpose agents using the OpenCode SDK. The idea is to provide a great CLI experience so it's easy to use an AI client like Claude Code or Codex to launch sandboxes, fetch/retrieve data and prompts, review generated outputs, and manage queues for ask-user questions. I also plan to add an AI gateway layer, similar to Tailscale Aperture(not affiliated but one of their engineers gave a great talk at AI Enginee

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r/MachineLearningResearch

LingBot-Video: sparse-MoE video diffusion transformer (13B total, 1.4B active) post-trained as an action-conditioned world model[R]

<!-- SC_OFF --><div class="md"><p>Single-stream diffusion transformer with a DeepSeek-V3-style sparse MoE (128 experts, top-8 routing, 1.4B active of 13B total). Six-reward RL post-training including a physical-plausibility reward, plus an action-to-video mode that predicts robot rollouts from action and hand-pose conditions. Weights, code, and a Diffusers/SGLang stack are open under the LingBot-Video name.</p> <p>Two things I would push on, and would genuinely like this sub's read:</p> <ol> <li

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Hacker News: Show HN

Show HN: Requirements Engineering with Formal Verification

I've been building an open source formal methods system (fizzbee.io) for the past few years. Today I'm launching a new app built on the same technology. It performs requirements engineering using formal verification to uncover gaps and produce precise instructions for your coding agents to follow. When given a prompt, it - asks high signal follow-up questions - converts to formal spec and identifies complex requirements gaps - generates validation scenario At the end, it produces a specification

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Hacker News Ask

Ask HN: Another "Hacker News" with less AI and more human-focused hacking news?

I am done with articles stating "I used this LLM to do that", or "Look, this agent did that in 2 minutes!". I want content more user-centric, less openai / anthropic, and more "human-in-the-loop" articles. Any other website to recommend? I think lobste.rs was a good hacker news aggregator, but I don't know if it is still relevant today... UPDATE: Some recommendations, provided by the answers: - https://hackaday.com/ - https://hcker.news/?ai=exclude - https://lobste.rs/ Related discussions - http

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TechCrunch

Why this CEO thinks video games make better training data than the internet

When it comes to achieving artificial general intelligence (AGI), large language models just don’t have what it takes. Models like ChatGPT and Claude are great at text, but they’re less skilled at understanding how things actually move through space and time — an essential skill for producing intelligence that generalizes. That gap, it turns out, might be filled by gaming data. That’s the bet behind General Intuition, a […]

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Hacker News: Show HN

Show HN: Microsoft releases Flint, a visualization language for AI agents

Data visualizations are the bridge between user and data. But building AI agents that can generate visualizations reliably can be very tricky: - simple chart specs can be reliable, but generated charts are often of low quality due to reliance on system defaults; - complex chart specs with explicit details can produce good-looking charts, but they are verbose and agents can struggle with reliability We figured out it is a limitation on the language issue (not just AI capability thing) -- current

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Product Hunt — The best new products, every day

Simba Voice Agents

<p> Voice agents powered by Simba 3.2 the world's #1 voice model </p> <p> <a href="https://www.producthunt.com/products/speechify?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/1191340?app_id=339">Link</a> </p>

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The Verge

Cockroaches will learn to fear my SwitchBot Bot Rechargeable

A little robotic switch-flipper has become my sidekick in combating cockroaches. Before I got the SwitchBot Bot Rechargeable, I'd tiptoe through the dark every morning, hoping I wouldn't step on one of those terrible bugs scurrying around as I made my way to the light switch across the room. Now I'm ready for battle before […]

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Cockroaches will learn to fear my SwitchBot Bot Rechargeable
Product HuntTools

Monogram AI

<p> AI with a visual and interactive interface </p> <p> <a href="https://www.producthunt.com/products/monogram-ai?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/1191329?app_id=339">Link</a> </p>

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The DecoderBusiness

Mistral enters robotics with Robostral Navigate, an 8B model that steers robots using just one camera

Mistral is entering the robotics market with Robostral Navigate, an 8B model that guides robots through unknown environments using only a single RGB camera. Trained in simulation and refined with reinforcement learning (CISPO), it hits 76.6 percent on the R2R-CE benchmark. Mistral hasn't said when the model will be available. The article Mistral enters robotics with Robostral Navigate, an 8B model that steers robots using just one camera appeared first on The Decoder .

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Mistral enters robotics with Robostral Navigate, an 8B model that steers robots using just one camera
Hacker News Ask

Ask HN: Software Engineering Guide – seeking recommendations

I lead software engineering teams and am creating an introductory guide that explains typical practices, similar to the Software Engineering Book of Knowledge plus more examples, more references, more wiki links, and more flexibility. https://github.com/software-engineering-guide/software-engineering-guide I'm seeking recommendations and constructive criticism please, for this first draft. Much of the guide is AI-LLM generated, with me proofing and guiding the content. Comments URL: https://news

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Hacker News 最佳

GPT‑Live

Article URL: https://openai.com/index/introducing-gpt-live/ Comments URL: https://news.ycombinator.com/item?id=48834405 Points: 737 # Comments: 511

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The Hacker NewsSecurity

AI Coding Agents Found Triggering Endpoint Security Rules Built to Catch Attackers

Sophos looked at a week of its own endpoint data and found that AI coding agents such as Claude Code, Cursor, and OpenAI Codex are setting off detection rules written to catch human intruders. The agents are not malicious. They just do a lot of things that, to a behavioral engine, look exactly like an attack. Decrypting browser credentials, listing what sits in Windows' credential store,

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AI Coding Agents Found Triggering Endpoint Security Rules Built to Catch Attackers
The Verge

ChatGPT’s upgraded voice mode is better at shutting up

OpenAI is overhauling ChatGPT's voice mode with a new model that it says is more like "talking to another person." The new GPT-Live-1 is designed to interrupt you less and will also wait for you to continue speaking if you pause mid-conversation. During a press briefing, OpenAI research lead Kundan Kumar called GPT-Live-1 the company's […]

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ChatGPT’s upgraded voice mode is better at shutting up
AWS Machine Learning Blog

Building and connecting a production-ready ecommerce MCP server using Amazon Bedrock AgentCore and Mistral AI Studio

In this post, you build and connect that server end to end. You will implement MCP tools, set up two-layer JSON Web Token (JWT) authentication, deploy with AWS Cloud Development Kit (AWS CDK), and connect the result to Mistral AI’s Vibe. The post also covers prerequisites, solution architecture, best practices for MCP servers and Vibe connectors, and resource cleanup. The ecommerce server that you build supports product search, order placement, review submission, and returns processing using Ama

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Product Hunt — The best new products, every day

Campus

<p> One project space for humans and AI agents </p> <p> <a href="https://www.producthunt.com/products/flutterflow?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/1191307?app_id=339">Link</a> </p>

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The Pragmatic EngineerDev & Frontend

The Pragmatic Engineer AMA

In this AMA episode, Gergely Orosz answers listener questions on AI, engineering, hiring, and careers.

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The Pragmatic Engineer AMA
Towards Data Science - Medium

The Real Challenge Limiting AI Models Today

Hint: it is not GPU speed! The post The Real Challenge Limiting AI Models Today appeared first on Towards Data Science .

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