Why memorizing for the exam doesn't mean you understand the subject The post Water Cooler Small Talk, Ep. 11: Overfitting in RAG evaluation appeared first on Towards Data Science .
Actionable errors with paste-ready fix prompts, first-party Skills for the dev loop and Cache Components, and tooling that keeps coding agents in sync with your project.
This Utah data center was originally slated to be 62 square miles. This is an incomprehensible size to me. I know there's power facilities and such, but this seems very big. Can anybody here explain to me how to do the math and model the calculations for these? I have been to big Colo facilities but I don't know of anything even approaching this scale. How much compute is estimated to be in these? Do we even have enough chips to fill these? How much AI compute is needed and for what industries?
We have a new standard policy for releasing frontier AI models. It is not good.
In this post, we explore how Cara, built in cooperation with AWS, addresses these challenges. We walk through the technical design decisions and the AWS services that support the solution. We also share measurable outcomes Cara has delivered for enterprise brokerages.
In this post, you learn how Stripe built a production-grade AI agent system for financial compliance. We cover the technical architecture of Stripe’s ReAct agent framework and the infrastructure decisions behind a dedicated agent service. We also discuss the role of human oversight in maintaining accountability, and key lessons about task decomposition, orchestration patterns, and cost optimization through prompt caching. By the end, you will understand how to design agentic systems that scale c
<!-- SC_OFF --><div class="md"><p>My question on live continual learning use cases was removed by moderators here because they think i asked basic level question about live continual learning which i thought is a frontier level research. But anyways. Is anyone interested in talking about continual learning (live) and catastrophic forgetting? </p> </div><!-- SC_ON --> submitted by <a href="https://www.reddit.com/user/fourwheels2512"> /u/fourwheels2512 </a> <br/> <span><a href="https://www.reddit.
It's been two weeks since Anthropic took its Mythos-class models offline after a Friday evening ultimatum from the Trump administration. The company sprang into action immediately, sending a barrage of executives to Washington, DC. But updates have been suspiciously lacking, with no resolution in sight. Anthropic declined to comment multiple times this week about the […]
<p>Sam Altman announces limited preview of GPT 5.6 in move that echoes launch of Anthropic’s Mythos</p><ul><li><p><a href="https://www.theguardian.com/business/live/2026/jun/26/uk-food-drink-exports-fall-us-tariffs-brexit-trade-friction-stock-market-ftse-pound-oil-latest-news-updates">Business live – latest updates</a></p></li></ul><p>OpenAI is staggering the release of its latest AI model after a request from the US government, in a move echoing the launch of Anthropic’s Mythos product.</p><p>S
this is an ai I made, it is to try and lessen tuition fees by using the ai study. Comments URL: https://news.ycombinator.com/item?id=48686764 Points: 1 # Comments: 0
Nvidia has dominated the AI chip market for years, but the era of total dependence might be ending. OpenAI just shared its plans to spice things up with Jalapeño, its custom inference chip built with Broadcom, joining Google, Apple, and SpaceX in a growing list of companies building their way out of single-supplier risk. The goal is less of a […]
Orbbec presented industrial-grade 3D cameras for challenging automation scenarios, as well as AI integration for enhanced robotic perception. The post Orbbec shows AI-powered vision systems at Automate 2026 appeared first on The Robot Report .
Article URL: https://nexisearch.com Comments URL: https://news.ycombinator.com/item?id=48686676 Points: 1 # Comments: 1
A high-severity flaw in Amazon Q Developer let a malicious repository run commands and steal a developer's cloud credentials. The path was short: a developer opens the repo, trusts the workspace, and Amazon Q does the rest. Amazon has patched it. Tracked as CVE-2026-12957 (CVSS 8.5), the bug sat in how Amazon's AI coding assistant handled Model Context Protocol (MCP) servers. Wiz
Article URL: https://rondoflow.app/ Comments URL: https://news.ycombinator.com/item?id=48686649 Points: 1 # Comments: 0
This article covers five concrete agentic workflows, one for each major stage of a data science pipeline.
Enterprise Document Intelligence [Vol.1 #M1] - The thesis behind every architectural choice in this series The post Amplify the Expert: A Philosophy for Building Enterprise RAG appeared first on Towards Data Science .
<!-- SC_OFF --><div class="md"><p>I'm proposing a way to handle massive context longer than a model's context window by treating semantic compression as the noise function of a diffusion-like process. Instead of denoising masked tokens into coherent text (like DiffusionGemma or Nemotron-Diffusion do for generation), the model reads the source document in multiple passes at decreasing compression levels, heavy summary first, verbatim last all the while it iteratively refines an "integration state
More than half of users now let bots handle email, so service is headed for shutdown
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To help robots do chores in places like homes and factories, a new approach from MIT uses one language model to clarify users’ instructions, then another to ignore irrelevant info.
Aseon Labs, which came out of Y Combinator's 2026 spring cohort, has raised $10 million from Crane Venture Partners and others.
Article URL: https://novakit.tech/ Comments URL: https://news.ycombinator.com/item?id=48686082 Points: 1 # Comments: 0
SAP aligns fragmented commerce data structures to enable operational AI personalisation at the execution layer. Enterprise leadership routinely establishes objectives to anticipate customer requirements and deliver relevant interactions across digital touchpoints. However, the actual infrastructure running inside these enterprises fails to support systematic execution at the required volume. Recommendation engines display generic product listings because […] The post SAP aligns commerce data for
A WebRTC-native, audio-first conversational-AI framework for Go. Pipecat is great, and jargo is a port of it — the architecture and many design decisions are Pipecat's. But, I prefer Golang. Comments URL: https://news.ycombinator.com/item?id=48686042 Points: 3 # Comments: 0
Advisors are telling OpenAI to hold off on going public until next year. The triggers: volatile tech markets and SpaceX's weak stock performance after its record IPO. SoftBank, one of OpenAI's biggest backers, lost 13 percent in a single day. The article Altman won't go public for less than $1 trillion, so OpenAI's IPO may slip to 2027 appeared first on The Decoder .
Article URL: https://www.sicpers.info/2026/06/free-software-and-llm-contribution-policies/ Comments URL: https://news.ycombinator.com/item?id=48685983 Points: 2 # Comments: 0
Article URL: https://runware.ai/blog/the-closed-source-llm-premium-has-collapsed Comments URL: https://news.ycombinator.com/item?id=48685911 Points: 3 # Comments: 0
Hi folks, We built what we think the next generation of code review looks like. It's an adversarial, self-healing gate for coding agents that repairs the code on every run, so only clean and secure code moves forward. Here's a short demo https://www.youtube.com/watch?v=vsq_cHoZCnk The next agent run also starts smarter than the last thanks to a built-in memory, and because of that agent costs start to stabilize. It's completely free while in beta. We're looking for testers doing serious agentic
Article URL: https://3hcloud.com/blog/how-to-set-up-and-deploy-an-openclaw-ai-agent-on-a-vps Comments URL: https://news.ycombinator.com/item?id=48685838 Points: 3 # Comments: 0
PARTNER CONTENT: Integrating 50G-PON, FTTR-B, Wi-Fi 7, and intelligent AI scheduling to deliver 10 Gbps bidirectional speeds with ultra-low 0.1ms latency across Southeast University
PARTNER CONTENT: The network delivers near-instant data transfer and zero-latency immersive interactivity, bridging the gap between researchers and computing power
PARTNER CONTENT: Collaborating to advance China Telecom's “Better Home” ecosystem, the joint launch introduces a 2000 Mbps Wi-Fi 7 hub driven by core AI connection, sensing, and control capabilities
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Heat waves mess with your brain. Scientists are trying to figure out why. —Jessica Hamzelou It’s been hot in London this week. Really hot. A dangerous heat wave has hit Western…
PARTNER CONTENT: Highlighting Level-4 autonomous network solutions, TM Forum Excellence Award finalists, and joint operator trials powering cross-domain fault management and Dynamic 5G Slicing
Apple's new Siri AI won't be available on every device, and recent price increases could make upgrading to the latest hardware more expensive.
How to smash through data / ML behavioural interviews The post How to Ace Data and ML Behavioural Interviews appeared first on Towards Data Science .
Comments URL: https://news.ycombinator.com/item?id=48685607 Points: 5 # Comments: 1
