Starting Tuesday, Anthropic's Claude Cowork AI platform will be available on mobile and web for the first time. The expanded access is rolling out first to Max subscribers and coming to Claude users on other plans "in the coming weeks." Claude Cowork was previously only accessible through the Claude desktop app for macOS and Windows, […]
https://xcancel.com/claudeai/status/2074548242386178258 Comments URL: https://news.ycombinator.com/item?id=48821102 Points: 152 # Comments: 163
I found that AI tools are generating excellent HTML documents nowadays, yet there's no easy way to show them to others. Yes, there's GitHub pages - but I don't know if it is user-friendly for non-technical people. This app allows you to keep your HTML file in your Google Drive and serve it from there. Feedback is most welcome. Comments URL: https://news.ycombinator.com/item?id=48821052 Points: 3 # Comments: 0
Hi everyone, I'm Andrios, founder of hoop.dev (YC W21). 2 weeks ago, I told our eng team they could spend 20% of their week on side projects. The result: They came out with 3 open source projects. Tools we're using ourselves. Fence is the first one. It prevents an agent, confused or poorly prompted, to execute a catastrophic command before it happens. This could be 'rm -rf~’, ‘rm -fr~’ or even ‘sudo rm -rf $HOME’. It’s different from a denylist, because it reads the intention, not only the strin
The market where nobody finds each other, the hottest market for AI-related positions, tough for engineering leaders, and more. Based on details from 50+ hiring managers & job seekers
A USAF cadet and a Lincoln Laboratory researcher found AI chatbots can help nontechnical service members produce viable software applications for their unique problems.
Educational tool for understanding AI agents. Code: https://github.com/douvy/how-agents-think Comments URL: https://news.ycombinator.com/item?id=48820732 Points: 1 # Comments: 0
Article URL: https://www.devashish.me/p/owning-inference-qwen36-on-dgx-spark Comments URL: https://news.ycombinator.com/item?id=48820677 Points: 1 # Comments: 1
Your traces already know how your agent fails. traceval turns them into the test suite you never wrote. Comments URL: https://news.ycombinator.com/item?id=48820618 Points: 2 # Comments: 0
In this post, we walk through how multi-dataset Topics work, explain how the chat agent uses defined relationships to generate cross-dataset queries, and demonstrate an end-to-end implementation using a retail analytics scenario in Quick Sight.
As more teams move from humanoid robot bring-up to task-specific skill development, the need for repeatable development workflows is growing. Building humanoids...
Article URL: https://aidekin.com/ Comments URL: https://news.ycombinator.com/item?id=48820583 Points: 1 # Comments: 0
As of July 7, save $500 on the iRobot Roomba 505X robot vacuum and mop at Amazon.
Tools execute code.
Anthropic is rolling out its AI agent Claude Cowork to mobile and web. Until now, the feature was limited to the desktop app. The agent keeps working in the background even when the laptop is closed and pings users on their phone when it needs a decision. The move blurs the line between Chat and Cowork even further. The article Anthropic's Claude Cowork AI agent is now available on mobile and web appeared first on The Decoder .
I thought humanizing AI writing was straightforward. Just delete the em dashes, adjust the tone, and remove a few obvious words. However, as I "delved" into research on AI versus human writing, I discovered there was way more to it! Factors like sentence rhythm, repetition, hedge words, paragraph structure, punctuation habits, synonym cycling, and the "helpful assistant" voice reveal distinct patterns. If you use AI for writing, I’d love your take! The project is open source. Feedback, issues, i
I tested the best robot vacuums from brands like Ecovacs, Roborock, Mova, and more in lab and home settings - here are the top ones.
Industrial machinery generates more alarms than technicians can triage. For each important alarm requiring follow-up, the technician pulls historical context,...
Spectrum is one of the most valuable assets in wireless communications. Over the last 30 years, telecom operators in the US have spent more than $240B to...
Most token-saving tools focus on input tokens, but output tokens are usually priced higher, and edit-heavy agent sessions waste a lot of them on a specific pattern: to safely edit a file, the agent has to output the old code block plus the new code block, just so the harness can match and swap it in. That's safe (content-based matching means line drift doesn't cause a bad edit), but it means half the tokens going out are just the agent restating content it already read. Plain line-range edits ("
This post walks through building a serverless image editor where users upload a photo, describe an edit in plain English, and receive the result in seconds. The agent runs on AgentCore harness without custom orchestration code. We deploy the full solution, including authentication, encrypted storage, three image editing tools, and a React frontend, with a single deployment command. The infrastructure is defined using AWS Cloud Development Kit (AWS CDK).
Implementing a data and model monitoring solution is necessary to maintain prediction accuracy and help achieve the best outcome for your machine learning use case. This post shows how you can use open source Evidently together with Amazon SageMaker AI to generate monitoring reports, organize and compare the results in MLflow, scale through pipelines, and trigger drift notifications.
In this post, you build an AWS Support Companion using Amazon Bedrock AgentCore. The agent uses Strands Agents as the orchestration framework and connects to AWS services through the Model Context Protocol (MCP). By the end, you have a working agent that can analyze CloudWatch logs, search AWS documentation, query community knowledge from AWS re:Post, and create support cases, all from a single conversational interface. The solution deploys with a single script using AWS CloudFormation and inclu
In this post, we show how AWS Finance used chat agents and Flows in Amazin Quick to transform two of their most time-consuming workflows.
Algorithms & Theory
A critical flaw in Google's Dialogflow CX could have let an attacker with edit rights on one Code Block-enabled agent compromise other Code Block-enabled agents in the same Google Cloud project. From there, they could read live conversations, steal the data users shared, and make the bots send attacker-written messages, including requests to re-enter a password. Security firm Varonis found it
Article URL: https://www.liquid.ai/blog/antidoom Comments URL: https://news.ycombinator.com/item?id=48820127 Points: 24 # Comments: 4
Enterprise Document Intelligence [Vol.1 #9A] - Same paper, same question as Article 1. One upgraded contract per brick: document parsing, question parsing, retrieval, generation The post A Production RAG Pipeline for PDFs: Relational Parsing, TOC Retrieval, Typed Answers appeared first on Towards Data Science .
With this update, users can start a task from their desk, get status updates on their phone, and pick up the finished output later — even if their laptop is closed.
Presented by Box Content access, governance, and platform flexibility are emerging as the dividing lines between AI leaders and laggards, according to the new State of AI in the enterprise report from Box, which surveyed 1,640 IT decision makers across the US, UK, France, and Japan. One of the report's major findings is the speed of the shift: the combined share of organizations describing themselves as advanced or leading edge soared from 8% to 64% just over the past year, while the share calli
<!-- SC_OFF --><div class="md"><p>Hi everyone! I wanted to share some recent progress on <a href="https://github.com/SimplexLab/TorchJD">TorchJD</a> that might be useful to the machine learning community.</p> <p>When training models with multiple losses (multiple tasks, constraints, auxiliary losses, regularization terms, etc.), you typically have two options:</p> <ul> <li>Scalarization: Various ways to combine those losses into a single loss (e.g. average them or combine them with trainable wei
<p><strong>Tool:</strong> <a href="https://tools.simonwillison.net/github-code-component">github-code Web Component</a></p> <p>An experimental Web Component built using GPT-5.5 and <a href="https://gist.github.com/simonw/0e3db21947b5ae7e29e8a4f69a0b0617">the following prompt</a>:</p> <blockquote> <p><code>let's build a Web Component for embedding code from GitHub</code></p> <p><code><github-code href="https://github.com/simonw/sqlite-ast/blob/437c759129154f05296324a7f82aa1246340dd14/sqlite_ast/p
Article URL: https://yolo-auto.com/news/memory-options-for-agents Comments URL: https://news.ycombinator.com/item?id=48819916 Points: 2 # Comments: 0
As of July 7, get $400 off the Segway Navimow X430 robot lawn mower at Amazon.
LLMs are great. They can quickly one-shot plausible solutions for many problems. This makes companies push hard to offload rising cognitive demands to LLMs. It doesn't make much sense to invest effort into verifying a plausible-looking throwaway solution that is reviewed and smoke-tested by an LLM, with a quick glance from a tired human. This results in complexity creep everywhere: decisions, communication, code, documentation, etc. On par with cognitive debt, as thinking and decision refinement
It's early, but the plan is to reduce dependency on Nvidia and Huawei.
According to Reuters, Chinese authorities are looking into restricting foreign access to the country's most powerful AI models. Alibaba, Bytedance, and Z.ai would all be affected. The move means both superpowers now treat AI as a strategic asset. For Europe, the convenient shortcut of relying on cheap Chinese open-source models could close much faster than expected. The article China eyes export curbs on its top AI models, and Europe is caught in the middle appeared first on The Decoder .
Article URL: https://www.enlive.inc Comments URL: https://news.ycombinator.com/item?id=48819833 Points: 1 # Comments: 1
