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A code migration agent finishes its run, and the pipeline looks green. But several pieces were never compiled — and it took days to catch. That's not a model failure; that's an agent deciding it was done before it actually was.Many enterprises are now seeing that production AI agent pipelines fail not because of the models’ abilities but because the model behind the agent decides to stop. Several methods to prevent premature task exits are now available from LangChain, Google and OpenAI, though these often.
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An East Bay apartment complex has been bought at a price that's well below its prior value. Read more ›
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A PG&E Corp. unit has bought a San Jose building in a move to bolster the utility's South Bay operations. Read more ›
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If you’ve been curious about Ray-Ban’s Meta smart glasses, right now they’re on sale in Meta’s biggest deal event outside Black Friday. As part of the company’s Summer Sale event, which runs through May 26th, the original model is on sale starting at $224.25 ($74 off) at Amazon, Best Buy, and directly from Meta, matching […] Read more ›
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OpenAI appears to be headed into conflict with another big name partner, Apple. The AI startup is considering legal action against Apple over breach of contract related to the ChatGPT integration deal it announced with Apple two years ago, said an OpenAI employee familiar with the matter. The AI company has been trying to improve its relationship with Apple over the past few months, but there’s been a lack of... Read more ›
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Manny A. Varas, Miami developer known as the "Billionaire's Builder," discusses luxury home trends and what his wealthy clients want in their homes. Read more ›
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The Tourer model features a fold-out mattress, removable window binds and more. Read more ›
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Swatch and Audemars Piguet's Royal Pop drop has fans camping in Times Square. The pocket watch collaboration has drawn excitement and division. Read more ›
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The mini projector is 35% off right now, featuring 1080P resolution and a smart design that transforms your viewing. Read more ›
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The trial is wrapping up with closing arguments on Thursday, so it's time to speculate! Read more ›
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Google is testing a new feature for Android phones that will learn from your usage habits and automatically recommend suggestions. The feature which is called Contextual suggestions is buried inside the Google services settings and the folks over at 9to5Google were able to access it on several Pixel 10 series devices (including the 10a) running Android 16 with Google Play services version 26.18. Contextual suggestions on Pixel 10a (credit: 9to5Google)... Read more ›
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The showrunner for the DC Studios series reveals more story details about the superhero tale starring Aaron Pierre and Kyle Chandler. Read more ›
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Under the new proposals, the lampposts in your street could double up as data centers with self-destructing, anti-tamper Nvidia chips. Read more ›
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The feature-packed smartwatch is just $5 off its all-time low price right now, and cheaper than it has been in months. Read more ›
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Two-thirds of American women between 38 and 50 say they felt better prepared to go through puberty than perimenopause. The statistic, from a nationally representative survey commissioned by Flo Health and conducted by Wakefield Research, captures something that decades of public health messaging have failed to fix: most women arrive at one of the […] This story continues at The Next Web Read more ›
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Anthropic customers are already feeling pinched by the company’s AI price hikes, Aaron and I reported Wednesday. Making matters harder, Anthropic customers like PagerDuty and ServiceNow, which says it already blew through its full-year budget for Anthropic AI tools, can’t predict what they’ll pay this year.One reason Anthropic costs are tough to predict, ServiceNow chief digital information officer Kellie Romack told me, is that Anthropic doesn’t automatically show customers the... Read more ›
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Today on Uncanny Valley, we discuss how Donald Trump’s visit to China could influence conversations between world leaders at a moment when the economic and foreign policy stakes couldn’t be higher. Read more ›
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Kayce has just about survived an entire night on a freezing cold mountain. But now he's back, when does Marshals: A Yellowstone Story episode 12 hit CBS and Paramount+? Read more ›
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Anthropic Labs chief Mike Krieger said there will remain some innately human areas that AI won't affect anytime soon. Read more ›
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Microsoft first started opening up access to Claude Code in December, inviting thousands of its own developers to use Anthropic's AI coding tool daily. It was part of an effort to get project managers, designers, and other employees to experiment with coding for the first time, and sources tell me that Claude Code has proved […] Read more ›
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VentureBeat
Every LangChain pipeline your team hardcodes starts breaking the moment the query distribution shifts — and it always shifts. That bottleneck is what Sakana AI set out to eliminate.Researchers at Sakana AI have introduced the "RL Conductor," a small language model trained via reinforcement learning to automatically orchestrate a diverse pool of worker LLMs. Conductor dynamically analyzes inputs, distributes labor among workers, and coordinates among agents.This automated coordination achieves state-of-the-a Read more ›
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Anthropic on Tuesday unveiled a suite of updates to its Claude Managed Agents platform at its second annual Code with Claude developer conference in San Francisco, introducing a new capability called "dreaming" that lets AI agents learn from their own past sessions and improve over time — a step toward the kind of self-correcting, self-improving AI systems that enterprises have demanded before trusting agents with production workloads.The company also moved... Read more ›
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Presented by SAPThe enterprise software industry has undergone a fundamental shift, and vendors are adapting their approaches to better protect the customers who rely on them. For years, every global platform vendor running multi-tenant cloud infrastructure has maintained documented rate limits, usage controls, and restrictions on the use of undocumented internal interfaces. CRM platforms impose daily API call limits per organization, enforce platform-layer limits, and maintain a strict separation between... Read more ›
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For the last 24 months, one narrative justified every over-provisioned data center and bloated IT budget: the GPU scramble. Silicon was the new oil, and H100s traded like contraband. Reserve capacity now or your enterprise would be left behind.The bill is now due, and the CFO is paying attention. Gartner estimates AI infrastructure is adding $401 billion in new spending this year. Real-world audits tell a darker story: average GPU... Read more ›
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Just a few weeks after announcing Claude Managed Agents, Anthropic has updated the platform with three new capabilities that collapse infrastructure layers like memory, evaluation, and multi-agent orchestration, into a single runtime.This move could threaten the standalone tools that many enterprises cobble together.The new capabilities — 'Dreaming,' 'Outcomes,' and 'Multi-Agent Orchestration' — aim to make agents inside Claude Managed Agents “more capable at handling complex tasks with minimal steering,” A Read more ›
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A CEO’s AI agent rewrote the company’s security policy. Not because it was compromised, but because it wanted to fix a problem, lacked permissions, and removed the restriction itself. Every identity check passed. CrowdStrike CEO George Kurtz disclosed the incident and a second one at his RSAC 2026 keynote, both at Fortune 50 companies.The credential was valid. The access was authorized. The action was catastrophic.That sequence breaks the core assumption... Read more ›
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Most enterprise security programs were built to protect servers, endpoints, and cloud accounts. None of them was built to find a customer intake form that a product manager vibe coded on Lovable over a weekend, connected to a live Supabase database, and deployed on a public URL indexed by Google. That gap now has a price tag.New research from Israeli cybersecurity firm RedAccess quantifies the scale. The firm discovered 380,000... Read more ›
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Dario Amodei is not the kind of CEO who talks loosely about numbers. The Anthropic co-founder and chief executive, a former VP of research at OpenAI with a PhD in computational neuroscience from Princeton, has built a reputation for measured public statements — particularly around the financial performance of a company that, until recently, disclosed almost nothing about its business.So when Amodei took the stage at Anthropic's Code with Claude... Read more ›
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Voice agents have been expensive to run and painful to orchestrate, not because the models can't handle conversation, but because context ceilings forced enterprises to build session resets, state compression, and reconstruction layers into every deployment. OpenAI's three new voice models are designed to reduce that overhead, and they change how engineers can think about building voice into a larger agent stack.GPT-Realtime-2, GPT-Realtime-Translate, and GPT-Realtime-Whisper integrate real-time audio into. Read more ›
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Here is a scenario that should concern every enterprise architect shipping autonomous AI systems right now: An observability agent is running in production. Its job is to detect infrastructure anomalies and trigger the appropriate response. Late one night, it flags an elevated anomaly score across a production cluster, 0.87, above its defined threshold of 0.75. The agent is within its permission boundaries. It has access to the rollback service. So... Read more ›
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14.05.2026 15:58
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