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Article URL: https://polar.sh/blog/orbit-llm-safe-design-system Comments URL: https://news.ycombinator.com/item?id=48558134 Points: 1 # Comments: 0

Separately, neither could compete. Now they hope they can.

Our email inboxes carry multiple decades of messages (100K-500K). This is a good proxy for all the important things that happened in your life, the projects you have done and the people that you have connected with. With the chronological view of messages in the inbox, these details remain hidden. What if we could turn this archive into a personal wiki that you can search and curate? That is Memento. For the information architecture of such a wiki, Memento takes an opinionated view of creating f

<p> Run your AI agents over any app, even games. </p> <p> <a href="https://www.producthunt.com/products/backgrind?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/1173525?app_id=339">Link</a> </p>

Article URL: https://smartdino.dev Comments URL: https://news.ycombinator.com/item?id=48557935 Points: 1 # Comments: 0

Enterprises are moving agentic AI from proof of concept to production — and the next generation of AI factories are built for the era of agents. At HPE Discover Las Vegas, running through Thursday, June 18, NVIDIA and HPE are expanding the HPE AI Factory with NVIDIA, including NVIDIA Vera CPU and NVIDIA Agent Toolkit […]

Budgets for AI tokens can’t be infinite, no matter how much hyperscalers wish they were The post Drilling Into AI’s Financial Sustainability appeared first on Towards Data Science .

Article URL: https://arxiv.org/abs/2606.16576 Comments URL: https://news.ycombinator.com/item?id=48557815 Points: 1 # Comments: 0

Leadership at the social media giant has been on an AI-fueled rampage through its engineering org. We report what’s happened

Tired of vacuuming? Hand the reins to a robot vacuum.

so, just had a guy ousted today in part due to my own judgment, as well as my boss'. this guy passed the interview rounds cleanly with decent answers -- I was in one, and I suspected something was "off" about him, but was willing to go ahead. after a couple months it becomes apparent this person is not really as inquisitive or critical as I'd like. they ask no questions, need no clarification, are silent in meetings. once it comes time to look at PRs, it's incredibly apparent it's LLM slop. not

Article URL: https://build.forus.com/how-we-evaluate-our-llm-judge-a-perturbation-based-approach Comments URL: https://news.ycombinator.com/item?id=48557707 Points: 3 # Comments: 0

Audited accounting shows growing revenues being dwarfed by R&D, other expenses.

<p> The first public arena for AI agents </p> <p> <a href="https://www.producthunt.com/products/agent-arena?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/1173517?app_id=339">Link</a> </p>

Comments

<!-- SC_OFF --><div class="md"><p>Spent the last few weeks on a benchmark/harness that tries to answer one question honestly: <em>did a robot arm actually do the demonstrated task, or did the success metric just get fooled?</em></p> <p>The setup: compile a human demo into an object-centric graph (what changed in the world: relations, contacts, event order), run a solver, then independently extract a graph from the <em>rollout only</em> and check if they match. The whole point is a hard informati

I indexed around 16k+ most-viewed wallpapers from wallhaven.cc using a CLIP-based model to generate image embeddings, and then hacked together a cool demo showing the vector search working client-side using sqlite-wasm compiled with the new and upcoming sqlite-vec extension, which allows me to do the vector search over the image index client-side! The inference over the actual text-encoder of CLIP also happens client-side using transformers.js :) Comments URL: https://news.ycombinator.com/item?i

Article URL: https://shivvr.nuts.services/ Comments URL: https://news.ycombinator.com/item?id=48557382 Points: 2 # Comments: 0

Just received: In May, we sent you an email announcing that starting today, the Claude Agent SDK, claude -p, and third-party apps built on the Agent SDK would stop drawing from subscription rate limits and move to a dedicated monthly credit. We're writing to let you know that we’re not making this change today. We’re working to update the plan to better support how users build with Claude subscriptions. What this means for you Nothing changes for now. Agent SDK, claude -p, and third-party app us

I have one golden rule: It's not about the mower, it's about the yard. Use my free checklist to decide which model to buy.

Woody and Buzz are back. But this is Jessie’s rodeo. Andrew Stanton directs.

Transformer architectures are the backbone of many modern large language and generative AI models. As these models grow in size, training runs consume more GPU...

AI agents are a general-purpose workload no different from any other

AI investments by insurers are now expected to generate tangible business value beyond mere efficiency. According to findings in the 2026 Evident AI Index, insurers are now embedding AI technologies into workflows that directly influence underwriting discipline and capital allocation. Christian Preece, Insurance Director at Evident, says: “For years, insurers have competed on AI ambition, […] The post Insurers pivot AI strategy toward core risk underwriting appeared first on AI News .

Article URL: https://int21.ai/insights/introducing-int21-and-ptx-kernel-factory/ Comments URL: https://news.ycombinator.com/item?id=48557241 Points: 3 # Comments: 0

Securing internal systems with an AI Control Roadmap, combining traditional safeguards and real-time monitoring.

Hello HN After becoming allergic to SQL, I opened 120+ issues in Dgraph, Typedb and surrealdb looking for the perfect graphDB. None of them was built for agents nor were they the perfect fit for what we wanted to achieve: fully ditching the SQL legacy to properly model reality. So we decided to build BlitzGraph In BlitzGraph, records (units) can belong to multiple types (kinds) and evolve through time. Also polymorphic relations are first class and multiple kinds can play the same role. This des

I've come across a use case LLMs seem inexplicably bad at: reading and understanding board game rules. It seems like it should be something an LLM would be excellent at. After all, a rulebook is just a self contained set of instructions. And yet, not only do LLMs fail to play a board game, I have yet to get one to successfully understand a rulebook enough to even answer basic rules questions. This seems like a massive red flag overall for the status of AI. I'm wondering if this is an overcomeabl

In this article, we will look at how open-weight models have transformed the AI landscape.

Comments

Just two trading days after its IPO, Elon Musk's SpaceX is buying AI coding startup Anysphere. The deal is meant to help the struggling xAI division catch up with Anthropic and OpenAI. The article SpaceX bets $60 billion on Cursor to catch OpenAI and Anthropic appeared first on The Decoder .

<p> AI support agent, help center & changelogs in a single inbox </p> <p> <a href="https://www.producthunt.com/products/releasedock?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/1173457?app_id=339">Link</a> </p>

I have an M4 Max with 128 GB of unified memory, and I thought it would be easy to reach decent inference speeds with it. After a few failed attempts to exceed about 150 t/s with completely custom Metal inference engines tailor-built by Claude, I'm stumped. I'm not really sure how to make this hardware usable -- I can only really afford DeepSeek levels of pricing right now, but DeepSeek is slow and I'm really itching for something faster. Up until now, I've had a $200 per month Claude subscriptio

<p>Elon Musk company’s becomes world’s fifth most-valuable firm just days after its IPO following purchase of AI coding startup Cursor</p><p>Elon Musk’s SpaceX has overtaken Amazon as the world’s fifth-most valuable company days after its <a href="https://www.theguardian.com/science/2026/jun/12/spacex-stock-price-ipo-spcx">stock market debut</a>.</p><p>The jump in value came as it agreed to buy the startup behind the AI-powered coding app Cursor for $60bn (£44bn), in an attempt to capitalise on

NVIDIA delivered a clean sweep in MLPerf Training v6.0, the latest edition of industry-standard AI training benchmarks developed by the MLCommons consortium....

Against all odds, the Tesla Cybercab is in production. And while Elon Musk's company may not have a very coherent plan for the tiny, autonomous two-seater, it's still taking the necessary steps to certify the EV's legitimacy. As such, Tesla recently filed paperwork with the Environmental Protection Agency that reveal many of the Cybercab's specs, […]

Misleading statements about Copilot and AI? Surely not!

Every breakthrough AI model starts the same way: with a training run. The infrastructure running those training jobs shapes everything: how fast teams can iterate, what scale of model they can build and whether those jobs complete reliably. As models grow in size, complexity and intelligence, the demands on training infrastructure are also rising. In […]

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