AI News Today

SAP and Google Cloud are deploying agentic commerce architecture to automate multi-agent marketing and retail operations at enterprise scale. SAP research indicates 78 percent of businesses consider AI essential for retaining customers in 2026. However, the same data reveals fewer than two in five companies share customer data across customer experience (37%) or CRM (39%) […] The post SAP and Google Cloud deploy agentic commerce architecture appeared first on AI News .

This is a simple guide to understanding loss functions in machine learning and how models learn from their mistakes.

<img class="webfeedsFeaturedVisual" src="https://lawfare-assets-new.azureedge.net/assets/images/default-source/article-images/scaling-laws-logo.jpg?sfvrsn=7a7b38eb_3" /><p>In this cross-pod episode, Alan and Kevin join Seth Benzell and Andrey Fradkin of <a href="https://podcasts.apple.com/us/podcast/justified-posteriors/id1784022930" rel="noopener noreferrer" target="_blank">Justified Posteriors</a> to explore a big question: what should AI be for?</p><p>The conversation begins with Pope Leo XIV

<!-- SC_OFF --><div class="md"><p>Hi All! I have developed a research optimizer (QQN Quadratic Quasi-Newton) and published a paper on it where I am able to, but I would really like to make the algorithm itself easily available to the community for evaluation.</p> <p>I have a Rust, Java, and Javascript implementations, but these are built with my own learning frameworks around them (or Tensorflow.js for the last), so I need to port it to something with wider usage. Tensorflow.js seems to lack a c

Even the best AI model fails at realistic knowledge work, fully solving just 3 percent of tasks. The article New benchmark exposes how badly AI struggles with real knowledge work appeared first on The Decoder .

We all have been using AI for more than 2 years as a developer now. But we cannot forget the MCTS architecture that leads to the victory of Alpha GO against Le Sedol. Do you think that combining AI transformer architecture with MCTS can lead to way creative results? Comments URL: https://news.ycombinator.com/item?id=48598562 Points: 2 # Comments: 0

Do you consider that Monte Carlo Tree Search implementation in an opensource environment (like codex, claude code) for AI can improve the code generation accuracy? Comments URL: https://news.ycombinator.com/item?id=48598508 Points: 2 # Comments: 0

Article URL: https://github.com/wyolet/relay Comments URL: https://news.ycombinator.com/item?id=48598419 Points: 2 # Comments: 0

Enterprise Document Intelligence [Vol.1 #5quinquies] - Same 1974 scanned PDF, two engines. EasyOCR recovers text. Docling recovers text + sections + figures. The structural gap makes one output usable downstream and the other one a flat string. The post Parse Scanned PDFs for RAG with EasyOCR: Free OCR Gives You Words, Not a Document appeared first on Towards Data Science .

In healthcare settings where patients use LLMs as a medical assistant, LLM performance differs between evaluation and deployment. (a) Bean et al. (2025) find a 61 percentage point difference between evaluation and deployment. (b) We argue this gap arises not from poorly designed benchmarks, but from implicit assumptions embedded in evaluation protocols that fail to hold at deployment. (c) We propose a taxonomy that categorizes assumptions into two types, task and outcome, to diagnose where the g

The latest edition of the Seriously Risky Business cybersecurity newsletter, now on <em>Lawfare</em>.

Call it a startup with a sole founder and a very large seed round, but what's next is less clear.

The moment an agent needs to deploy something, it slams face-first into a wall built for humans. Today we're rolling out Temporary Accounts on Cloudflare Workers. Any agent can now run wrangler deploy — temporary and get a live Worker in seconds.

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Luca Guadagnino's Sam Altman biopic has to find a new studio after Amazon dropped it.

The IFR said robust growth in the food industry and other non-manufacturing sectors drove this recovery in the U.S. robotics industry. The post U.S. robotics industry saw double-digit growth in 2025, says IFR appeared first on The Robot Report .

Edwards has been the boss of the data watchdog since January 2022, and said he had made inappropriate attempts at humour.

On Wednesday June 17 I woke up at 6:48 AM (Eastern) local time to an email from Anthropic with the subject: “Your account has been suspended.” It basically says an internal investigation of “suspicious signals” indicates I may be in violation of a supported country policy, and that they revoked my access to Claude. It was followed by two more emails at the exact same time, stating the same thing. I was refunded too: two refunds (one for credits, one for my monthly membership). For context, I’ve

Cost premium of using AWS indirectly via Vercel is mitigated by more efficient use of compute resources, CTO claims

Elmo said its latest products set new benchmarks for power density, expand its existing Platinum line, and introduce the Titanium line. The post Elmo releases new motion controller and servo drives for industrial applications appeared first on The Robot Report .

The Mammotion LUBA 3 AWD 3000H robot lawn mower is down to $2,499 at Amazon, saving $509 off its list price.

In 2018, Amazon brought me in as the lead UX Sound Designer for Astro, their first consumer home robot . Astro used cameras and other sensors to map and navigate your home and workplace , and could proactively patrol, check up on loved ones, and transport small items using its built-in cargo bin. While there was a well-defined feature set and form factor, initially there was no character direction. In fact, even before Astro had a name, there were two main questions—was it simply Alexa on wheels

Article URL: https://thoughtsapien.com Comments URL: https://news.ycombinator.com/item?id=48597707 Points: 1 # Comments: 0

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. A startup claims it broke through a bottleneck that’s holding back LLMs AI startup Subquadratic came out of stealth last month with a huge claim: it had solved a mathematical bottleneck…

The engineers who spoke negatively about AI data centers at Seattle city hearings accuse Amazon of threatening their jobs over their testimonies.

<p>Guardian readers in the US share concerns about how the SpaceX IPO and AI boom affect their retirement accounts</p><p>Elon Musk became the world’s first trillionaire last week after <a href="https://www.theguardian.com/science/2026/jun/12/spacex-stock-price-ipo-spcx">SpaceX debuted on the stock market </a>with a valuation of $1.77tn.</p><p>Millions of Americans could soon become indirect investors in SpaceX and other emerging AI-focused companies as US markets increasingly shift toward AI-dri

The PCIe transfer latency is silently bottlenecking your agentic inference. Here is how building a custom device-resident vector search kernel bypasses the CPU to unlock deterministic microsecond tail latencies. The post GPU-Resident Top-K for Agentic RAG: I Built a CUDA Kernel So My Retrieval Step Would Stop Bouncing Off the GPU appeared first on Towards Data Science .

Introduction The average enterprise security team has 40 or more security tools, giving a lot of visibility into internal telemetry and asset data. But often, these tools are working in siloes, generating (overlapping) alerts and data. And yet, breach dwell times remain stubbornly long (~43 days), response windows keep closing before teams can act, and analysts burn out triaging noise instead

Article URL: https://www.lesswrong.com/posts/bStYDEy8PQPt2c3Za/a-frontier-ai-company-should-shut-down Comments URL: https://news.ycombinator.com/item?id=48597487 Points: 2 # Comments: 0

<p> AI video studio: text & image to video, with real control </p> <p> <a href="https://www.producthunt.com/products/pixlie?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/1176012?app_id=339">Link</a> </p>

Heya everyone I'm Younes, and I've been building Wolffish for a while now. I want to tell you why... I love AI. I use it every single day. But every AI agent I tried left me disappointed. Either, it's a CLI tool that is a black box not even the creators understand, or it is a server running with exposed ports inviting all the malice of the internet, or it breaks after every update, or it takes 30 minutes just to set up before you can even say hello, or the worst one yet, you need a course and ce

Article URL: https://ideavault-alpha.vercel.app/ Comments URL: https://news.ycombinator.com/item?id=48597336 Points: 3 # Comments: 0

Accelerate innovation with Tech.us AI Development Services. Build intelligent solutions specific to your business that automate, optimize, and drive growth. Comments URL: https://news.ycombinator.com/item?id=48597252 Points: 2 # Comments: 0

Article URL: https://whatever-recall.com Comments URL: https://news.ycombinator.com/item?id=48597220 Points: 2 # Comments: 0

On June 9th, Anthropic released its Fable generative AI model. Three days later, the US government classified it as a dangerous munition, and used its export-control authority to prohibit any foreign nationals from accessing it. Unable to differentiate between Americans and foreigners, the company shut off access for everyone. The government’s actions won’t help . The problem isn’t any one particular model; it’s the general trend of increasing AI capabilities. And any real solution requires the

Campaigners say tech is unable to reliably distinguish between kids and adults at the boundary where use is planned

Article URL: https://infosec.exchange/@masek/116775772309957886 Comments URL: https://news.ycombinator.com/item?id=48597189 Points: 3 # Comments: 0

The eyes are a window to the brain. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

<p>Depending on AI can also potentially decrease the ability to discern misinformation, research says</p><p>A new study from the Massachusetts Institute of Technology is the latest research to find that relying too much on chatbots can diminish critical-thinking skills, and potentially decrease our ability to discern misinformation for ourselves.</p><p>As AI tools are becoming more sophisticated and accessible, manipulated images and misleading headlines are becoming more common. AI can be part

I am thinking about a future of malware and cyber worms. I bet it's gonna be self-mutating and adapting to local environment using local models (once they are built-in to all devices and performant enough in future years). Basically almost a real organism resembling real biological viruses. In this case the non-determinism of LLMs is a feature. Every infection could take its own development path - and half might die, half might survive. Think genetic programming but autonomous and on steroids. F