This post covers what makes Grok 4.3 a great fit for agentic and enterprise workloads, how you access it through Amazon Bedrock, and how to use the capabilities most teams reach for first: a basic chat request, configurable reasoning effort, tool calling, structured output, image input, and stateful multi-turn conversations.
Creator says he will "very loudly ignore" those arguing for a ban on AI tools.
This is a demo concept for something I want to make to help people who don't have wifi access at all times or access to teachers or therapists, they can then talk to their SpiralOS and help learn new things from trusted sources only pulling from real books. These real books can be accessed and read by themself inside the app even. Long term would love to get this on a handheld to be able to ship out with a small screen, thinking like a gameboy color or something. Kids could talk to it or type wi
OpenAI’s Supply Co. shop sells ChatGPT clothing, collectibles, a Codex controller, and a $70 basketball.
Across 107 enterprises, AI agents are being given real access to systems and data while the controls meant to contain them lag behind. More than half have already had a confirmed agent security incident or a near-miss; only about a third give every agent its own scoped identity, and most agents still share credentials; and only three in ten isolate their highest-risk agents. The security stack is overwhelmingly borrowed from the model providers and hyperscalers rather than purpose-built for agen
The National Highway Traffic Safety Administration is also investigating the crash
Article URL: https://www.aha.io/engineering/articles/staying-familiar-with-the-code-when-its-written-by-an-llm Comments URL: https://news.ycombinator.com/item?id=48938749 Points: 6 # Comments: 0
TerraFirma has developed a platform that combines AI-enabled software, a remote command-and-control center, and retrofitted heavy machinery. The post TerraFirma raises $115M to build robotic infrastructure for construction appeared first on The Robot Report .
I made this experimental art project/game that's an LLM chat assistant, but where you're the AI. I wanted people to get a visceral sense of what it's like to answer the kinds of things that people prompt their chatbots day in and day out. If you're interested, I wrote up some more info on how I made it, including how the "user" prompts are generated with an eye for realism: https://bethechatbot.com/about Hope you enjoy it! I'd love to hear people's takeaways. Comments URL: https://news.ycombinat
Reasonable specs for a reasonable price.
Kalshi users betting on what President Donald Trump would say during his speeches were reportedly up against tough competition: the president's teleprompter operator. ABC News reports that federal investigators believe Gabriel Perez - Trump's teleprompter operator since 2016 - used inside information to make bets on Kalshi, a major prediction market platform that allows users […]
The company endorsed landmark AI transparency laws in California and New York last year, but its head of US state and local policy says they may already be outdated.
Google is adding personalized AI avatars to Vids that let users create videos starring a digital version of themselves, alongside Gemini Omni-powered tools for generating and editing videos from prompts and reference images.
Roblox's new "Build" feature lets users generate basic games using a single text prompt.
“This is the first time anyone has found an atmosphere on a rocky planet in the habitable zone of another star”. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.
New York Governor Kathy Hochul might have just signed a moratorium on new AI data centers in the state, but she's not against using the technology herself. During an interview with Bloomberg's Odd Lots podcast, Hochul said that her team is using "AI to analyze every single rule, regulation, [and] policy" to check for outdated […]
Sometimes it feels like keeping your floors clean is one of those never-ending chores, which is why it's nice to have a versatile robot vacuum take it off your hands. The Ecovacs Deebot X11 robovac / mop hybrid is designed to do just that, and it's now $699 ($400 off) at Amazon and directly from […]
Article URL: https://github.com/jaimeramiro-dev/gold-digger Comments URL: https://news.ycombinator.com/item?id=48937867 Points: 1 # Comments: 0
Article URL: https://dashboardbuilder.net/ai-generated-dashboard Comments URL: https://news.ycombinator.com/item?id=48937848 Points: 1 # Comments: 0
Article URL: https://wordpress.org/plugins/pagora-ai/ Comments URL: https://news.ycombinator.com/item?id=48937838 Points: 1 # Comments: 0
Article URL: https://mecharchive.com/ Comments URL: https://news.ycombinator.com/item?id=48937834 Points: 1 # Comments: 1
Article URL: https://www.msn.com/en-us/news/world/ai-chatbots-are-at-risk-of-spreading-government-restrictions-on-online-speech-a-new-study-says/ar-AA281O6G Comments URL: https://news.ycombinator.com/item?id=48937806 Points: 2 # Comments: 0
I wrote a blog yesterday on how useless RTK and Ponytail are on real coding tasks. And published my agent harness long-horizon task benchmarks on 80% real token saving. I just want to know why people just ignore the fact those pulgins are useless and don't care about the real savings? full reports are on my repo: https://github.com/Tura-AI/tura Arm n Harness score Total tokens Modeled cost Rounds Duration No plugin 2 78.85% 6.660M $5.281946 62.5 895s Ponytail 2 80.77% -7.56% -8.87% -9.60% +13.51
<blockquote cite="https://twitter.com/thsottiaux/status/2077630111499882637"><p>On file deletions. We’ve investigated a handful of reports where GPT-5.6 unexpectedly deleted files. </p> <p>What we have found is that this most commonly occurs when:</p> <ul> <li>Full access mode is enabled and codex is run without sandboxing protections, including without auto review being enabled</li> <li>The model attempts to override the $HOME env var to define a temporary directory.</li> <li>The model makes an
<p> Shopping browser with agentic checkout </p> <p> <a href="https://www.producthunt.com/products/basement-browser?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/1198388?app_id=339">Link</a> </p>
Before locking in new restrictions on AI models, policymakers should ask how much distillation actually contributes to the threat.
Hey HN! Most people don't realize how expressive Claude status lines can be. You can run Doom in them, play minecraft, or take care of your own Tamagotchi pet that feeds on your token usage. We built a website and API that lets you and your agents discover and install Claude status lines. It's fully open source. I'm particularly proud of the LLM security audit system, and that users can charge money for their status lines through open payment protocols (x402 and mpp) Comments URL: https://news.y
Article URL: https://newsletter.pragmaticengineer.com/p/the-pulse-what-can-we-learn-from-07f Comments URL: https://news.ycombinator.com/item?id=48937681 Points: 1 # Comments: 0
Across 107 enterprises, AI infrastructure spending is accelerating well ahead of the ability to see or steer its economics. Most organizations run their AI on a familiar base of hyperscalers and model-provider APIs, yet the next dollar is aimed at specialized compute almost none of them use today; a majority intend to switch or add providers within the year, many within a quarter. Buying decisions turn on integration and total cost of ownership rather than headline token price — which is fortuna
Article URL: https://www.bloomberg.com/news/features/2026-07-16/anthropic-and-openai-tools-transform-the-profession-of-coding Comments URL: https://news.ycombinator.com/item?id=48937592 Points: 1 # Comments: 0
<p> No-slop AI SEO agent that interviews you first </p> <p> <a href="https://www.producthunt.com/products/acme-bot?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="http://www.producthunt.com/r/p/1198379?app_id=339">Link</a> </p>
Google is renaming NotebookLM to Gemini Notebook and integrating the tool more deeply into its ecosystem. A new feature gives each notebook its own cloud computer that can write and run code, initially for AI Ultra and Workspace customers. Separately, Google Search is getting app connections. The article Google rebrands NotebookLM as Gemini Notebook and opens its search app to third-party integration appeared first on The Decoder .
Presented by Ping Identity Enterprises need to treat zero trust security architecture as an immediate requirement for AI agents rather than a long-term goal, says Andre Durand, CEO and founder of Ping Identity. Zero trust, the security model built on the assumption that no user, device, or system should be automatically trusted, requires continuous verification before every action rather than a single check at login. Agentic AI has profoundly compressed the risk timeline enterprises must manage,
Across 101 enterprises, the infrastructure that feeds AI agents their business context is being built faster than it can be trusted. Retrieval-augmented generation is already the default context source, and provider-native retrieval has quietly overtaken the dedicated vector databases that define the category — yet a majority of enterprises have already watched their agents produce confident, wrong answers traced to missing or inconsistent context. A governed semantic layer is emerging as the fi
Article URL: https://www.politico.com/news/2026/07/16/anthropics-ceo-gives-1-million-to-super-pac-amid-feud-of-ai-big-money-groups-01000461 Comments URL: https://news.ycombinator.com/item?id=48937138 Points: 3 # Comments: 1
Article URL: https://github.com/greenyogainc/varalign Comments URL: https://news.ycombinator.com/item?id=48937123 Points: 1 # Comments: 0
Beehiiv is launching an AI Copilot to help publishers with user growth and analytics.
Today, the European Union ordered Google to give its AI rivals greater access to Android, the open-source operating system that powers billions of devices worldwide. The demand is hardly surprising. It may look like a defeat on paper for Google, which has spent years resisting exactly this kind of access, but it is a regulatory […]
Hey HN, we’re Xia and Varun, the founders of Traceforce ( https://www.traceforce.ai/ ). Traceforce provides visibility and control over AI apps such as ChatGPT, Claude etc directly on all devices (laptops, sandboxes, virtual machines) by discovering not just which apps are being used but also how they are connected to other data sources via MCPs. We also have an open-source dynamic MCP pentesting tool https://github.com/traceforce/mcp-xray to detect vulnerable MCPs. The purpose of Traceforce is
<!-- SC_OFF --><div class="md"><p> <strong>Call for Papers and Demos</strong></p> <p><strong>Real-Time Conversational Agents (RTCA): Toward Natural Multimodal Interaction</strong> </p> <p>1st RTCA Workshop [@]() <strong>NeurIPS 2026</strong>, Sydney, Australia 11 or 12 December 2026 </p> <p>Website: <a href="https://rtcaneurips26.github.io/">https://rtcaneurips26.github.io/</a></p> <p>We are pleased to share the Call for Papers and Demos for the inaugural RTCA Workshop at NeurIPS 2026, focused o
