Reservoir has acquired agriculture finance platform Contain,, naming founder Nicola Kerslake general partner to help scale AI startups. The post Reservoir acquires Contain to scale agtech startups appeared first on The Robot Report .
<!-- SC_OFF --><div class="md"><p>Hi everyone,</p> <p>For the past couple of weeks I have been working on a simulator project considering the shortcomings of MuJoCo. There are things that people like and also don't like about MuJoCo, like the CPU dependency on MuJoCo which makes the simulation not parallelizable beyond a certain limit (depending on the hardware). I know there exists MJX which is GPU accelerated, however, it is not really made for vision based RL pipelines and training. There is
Article URL: https://arxiv.org/abs/2602.21548 Comments URL: https://news.ycombinator.com/item?id=48664361 Points: 1 # Comments: 0
I want to be able to execute a prompt derived from a piece of structured data (JSON) by transforming it into markdown and decorating it at prompt-time, without building my own infrastructure around or alongside the harness... Comments URL: https://news.ycombinator.com/item?id=48664360 Points: 5 # Comments: 1
Article URL: https://news.bloomberglaw.com/banking-law/ai-shopping-agents-pose-novel-liability-authorization-risks Comments URL: https://news.ycombinator.com/item?id=48664309 Points: 1 # Comments: 0
Article URL: https://github.com/Elpulgo/polysbx Comments URL: https://news.ycombinator.com/item?id=48664294 Points: 2 # Comments: 0
Article URL: https://www.theregister.com/security/2026/06/24/microsoft-uses-ai-to-link-two-malware-operations-in-racketeering-suit/5261656 Comments URL: https://news.ycombinator.com/item?id=48664235 Points: 3 # Comments: 0
Article URL: https://gptzero.me/news/preserving-whats-human/ Comments URL: https://news.ycombinator.com/item?id=48664229 Points: 1 # Comments: 0
Outcome-based resolution pricing means companies pay only when the AI agent resolves an issue autonomously, without human intervention.
Article URL: https://www.withassist.xyz Comments URL: https://news.ycombinator.com/item?id=48664146 Points: 1 # Comments: 0
Article URL: https://www.autoeditor.app/ Comments URL: https://news.ycombinator.com/item?id=48664119 Points: 1 # Comments: 0
As enterprise AI agents take on increasingly complex, long-horizon tasks, their performance is often restricted by their harness, the software scaffolding that connects the backbone LLM to its environment. Currently, harnesses are largely static and hand-crafted. Improving them is largely manual and they do not automatically improve based on the execution data they collect from their environment. To address this engineering bottleneck, researchers at Xiaomi introduced HarnessX , a framework that
The AI arms race between China and the US has researchers on both sides worried about a “Chernobyl moment.”
<p> Describe your app and Blop tests it and repairs broken tests </p> <p> <a href="https://www.producthunt.com/products/blop-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/1180252?app_id=339">Link</a> </p>
Article URL: https://aititus.com/news/ Comments URL: https://news.ycombinator.com/item?id=48664027 Points: 1 # Comments: 0
Article URL: https://github.com/Lelu-ai/lelu Comments URL: https://news.ycombinator.com/item?id=48664025 Points: 3 # Comments: 0
Article URL: https://getgeoscan.ai/en/blog/state-of-geo-readiness-2026 Comments URL: https://news.ycombinator.com/item?id=48664021 Points: 1 # Comments: 0
Article URL: https://www.bloomberg.com/news/articles/2026-06-24/google-poised-to-lose-two-more-high-profile-ai-staffers-to-anthropic Comments URL: https://news.ycombinator.com/item?id=48663985 Points: 7 # Comments: 4
Article URL: https://old.reddit.com/r/LLMDevs/comments/1ueloyp/i_am_an_indie_dev_and_i_published_the_article_ai/ Comments URL: https://news.ycombinator.com/item?id=48663984 Points: 3 # Comments: 0
Article URL: https://twitter.com/Chaitralikakde/status/2064365706679144842 Comments URL: https://news.ycombinator.com/item?id=48663967 Points: 1 # Comments: 0
<p>[<br> "# When your $HOME disappears mid-session: building persistent state for a Claude plugin\n\nI've been using Claude Code daily for months and couldn't tell whether I was genuinely improving or just getting faster at the same handful of habits. Anthropic published a study in February that classified 11 observable collaboration behaviors across 9,830 Claude conversations. I wanted to know what mine looked like against that baseline.\n\nSo I built skill-tree: it analyzes your Claude Code or
Article URL: https://constantlyrandom.substack.com/p/history-rhymes Comments URL: https://news.ycombinator.com/item?id=48663924 Points: 2 # Comments: 0
<h2> Table of Contents </h2> <ul> <li>The Moment That Changed Everything</li> <li>What It Actually Is</li> <li>The Setup Nobody Believes Is This Simple</li> <li>Focused Sessions — One Agent, One Mission</li> <li>Sub-Agents With Specific Skill Sets</li> <li>Building MCPs for Your Own Stack</li> <li>What We've Actually Achieved</li> <li>How It Became a Force Multiplier for Incident Response</li> <li>From OpenCode to FRIDAY — The Agent That Investigates Incidents Autonomously</li> <li>From FRIDAY t
Article URL: https://static.raspberrypi.org/files/about/Why-kids-still-need-to-learn-to-code-in-the-age-of-AI-2025-Raspberry-Pi-Foundation-position-paper.pdf Comments URL: https://news.ycombinator.com/item?id=48663903 Points: 2 # Comments: 0
Inside the European Union’s latest bid to achieve technological sovereignty.
Drug discovery is notoriously inefficient. Pharmaceutical projects span years, moving from one specialized human team to the next through disconnected workflows that result in knowledge loss during each handoff. A shocking 90% to 95% of drug discovery projects reportedly fail — one of the highest failure rates of any industry. A single successful drug can take over a dozen years and up to $1 billion from initial discovery to patient distribution, according to published reports. Generative AI is
<p>AI coding tools are incredible. But I noticed something — they ship code fast, skip the rules, and nobody catches it until it's already in production. That's exactly what GuardDuo is built to fix.</p> <h2> <strong>The Problem</strong> </h2> <p>We're in the age of vibe-coding. You describe what you want, the AI builds it, it works — and you ship it. But "works" and "correct" are two very different things.</p> <p>Imagine asking an AI to build a login form. It works perfectly. But under the hood
Jalapeño is the latest announcement that attempts to portray OpenAI as more than a race-to-the-bottom model maker
<h2> Every serious AI workflow eventually runs into the same failure. </h2> <p>The agent does useful work in one session. It learns the shape of the project. It<br> figures out which assumptions were wrong. It follows a correction, makes a<br> decision, and gets closer to the real work.</p> <p>Then the session changes.</p> <p>The next run starts too cold. Old context comes back without the correction that<br> changed it. The agent asks for the same setup again. It repeats an assumption<br> that
In this post, you will learn how to build a voice agent that handles appointment reminder conversations using Amazon Nova 2 Sonic and Amazon Bedrock AgentCore. The agent authenticates patients by voice, manages appointments (confirm, cancel, or reschedule), collects pre-visit health information, and escalates to human staff when needed. You handle routine calls at scale, which can help reduce no-show rates. This sample focuses on the agentic side of the problem: voice conversation and tool orche
In this post, you will learn how to build an end-to-end integration between Snowflake semantic views and Amazon Quick. The sample data is user review data for a media company. You start by loading movie review data from Amazon Simple Storage Service (Amazon S3) into Snowflake, define a semantic view in SQL to add business meaning, explore it with natural-language queries through Cortex Analyst, and then generate an Amazon Quick dataset and dashboard. The dataset can be created manually or with a
<h1> devtools #infrastructureascode #cdk #aws </h1> <h2> Index </h2> <ul> <li>TL;DR</li> <li> Major Features <ul> <li>Bedrock AgentCore — From Alpha to Stable</li> <li>Fn::GetStackOutput & Weak Cross-Stack References</li> <li>Validations Framework</li> <li>Performance Improvements</li> <li>CloudWatch PromQL Alarms</li> <li>CLI Improvements</li> <li>New L2 Constructs</li> <li>Service Enhancements</li> </ul> </li> <li>Community Highlights</li> <li>Community Content & Resources</li> <li>How Can You
Top 9 commands that help you monitor token usage, control context growth, and keep Claude Code efficient Continue reading on UX Planet »
<blockquote cite="https://macwright.com/2026/06/24/accidental-anonymity.html"><p>In the last few months, I've started to see [job applications] that were clearly cowritten by an LLM, link to an LLM-generated portfolio site, which then links to LLM-generated GitHub projects, with purely LLM-generated commit messages. [...]</p> <p>My other reaction is that <em>I don't know anything about these people</em>.</p> <p>They haven't put themselves out there. They haven't said anything true. [...]</p> <p>
FAULHABER says its new GPT gearheads work with motors in its standard range and provide more performance with a compact design. The post FAULHABER focuses on torque, noise, and power with new GPT gearheads appeared first on The Robot Report .
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Turning model coefficients into a 0–1000 score, with risk classes and stability checks The post How to Build a Credit Scoring Grid From a Logistic Regression Model appeared first on Towards Data Science .
<p>Pro- and anti-AI groups spent $24m on a congressional contest in New York, but it’s unclear to what end</p><ul><li><p><a href="https://www.theguardian.com/us-news/live/2026/jun/24/mamdani-new-york-primaries-midterms-democrats-republicans-trump-250-anniversary-politics-latest-updates">US politics live – latest updates</a></p></li></ul><p>When the Democratic primary for <a href="https://www.theguardian.com/us-news/new-york">New York</a>’s 12th congressional district was called on Tuesday night,
Hi guys, Noticed recently that one of my products had started getting a huge amount of traffic coming from ChatGPT and Perplexity, while another one had been getting zero. Went down a very deep rabbit hole trying to work out why the second wasn't being recommended, and found a bunch of things you can do to increase your chances (with some decent results after a week or two). So this website does a free scan of your website (no signup), creates a bunch of questions buyers could ask if looking for
Article URL: https://github.com/Dnakitare/imara Comments URL: https://news.ycombinator.com/item?id=48663284 Points: 1 # Comments: 0
