- AMD Acquires Fei-Fei Li's World Labs For $8.2 Billion
Montag 22:00 – BeauHD at Slashdot
AMD has agreed to acquire Fei-Fei Li’s World Labs for about $8.2 billion in stock, making it the chipmaker’s second-largest acquisition and giving it a major foothold in „world models“ that simulate 3D environments for robotics and other physically grounded AI. CNBC reports: AI researchers expect world models will be able to help develop robots and other physically-grounded artificial intelligence applications. AMD plans to keep World Labs separate from its chipmaking business until the transaction closes later this year. The lab’s research on next-generation models will allow AMD to plan for … - TikTok to Pay Alabama $100 Million, Limit Teen Use In First State Settlement
Montag 21:00 – BeauHD at Slashdot
TikTok has agreed to pay Alabama at least $100 million and adopt new restrictions for teenage users, including a two-hour daily limit, overnight access restrictions, stronger age verification, a ban on beauty filters, and an option for a non-personalized feed. The settlement could grow to as much as $300 million if enough other state attorneys general join similar agreements. The Guardian reports: A trial had been set to begin on Monday in the southern US state over claims by Alabama that TikTok misled parents about tools meant to shield children from harmful content. […] Attorney general St … - Data Center Developer Offers $10,000 Checks To Nearby Households
Montag 20:00 – BeauHD at Slashdot
An anonymous reader quotes a report from Tom’s Hardware: NorthPoint Development wants to build a data center on 1,300 acres in the Pocono foothills, near Hazle Township, Pennsylvania. As well as seeking to charm the local government with various funding packages, it has proposed paying checks of $10,000 per household. Despite the Pennsylvania town’s median income of $60,000, the offer isn’t being warmly welcomed by locals, reports the Wall Street Journal. Those interviewed were widely against the data center development plans and cited several reasons for being averse to accepting the payout. … - Meta Taps MongoDB CEO Desai to Drive Enterprise AI Push
Montag 19:00 – BeauHD at Slashdot
Meta has hired MongoDB CEO Chirantan „CJ“ Desai to lead a new enterprise AI business aimed at turning Meta’s models, agents and tools into products companies can deploy themselves. Reuters reports: Desai, a veteran technology executive, took over the role from Dev Ittycheria. MongoDB has appointed Ittycheria as interim CEO as it searches for a permanent replacement. „While the departure is disappointing, we believe MongoDB remains well-positioned strategically and view the share-price reaction as overdone,“ brokerage Piper Sandler said in a note. […] Desai will directly report to Meta CEO Ma … - AI Coding Is Moving From Trusting the Model to Constraining What It Can Do
Montag 19:00 – Peter Verhas at DZone.com Feed
For the last few years, much of the discussion around AI-assisted programming has concentrated on models. Which model generates the best code? Which one understands the largest repository? Which one makes fewer mistakes? Which one has the largest context window? Those questions still matter, but something more interesting is happening. The infrastructure surrounding coding agents is starting to assume that the model is not the component that should ultimately be trusted. Instead, increasingly sophisticated systems are being built around models to control what they can access, what operations t … - How Does Your ‘Fun’ Spending Compare to Your Generation’s? Baby Boomers Splurge More on Hobbies Than Gen Z and Young Millennials.
Montag 18:58 – Amanda Breen at Entrepreneur – Latest
Americans value their hobbies more than they did 20 years ago, research suggests. - Stop Setting Goals for Your Business Until You Answer This 1 Question
Montag 18:30 – Nicholas Leighton at Entrepreneur – Latest
Entrepreneurs are conditioned to ask how big they can make their companies. But until you define what you truly want your business to make possible, every milestone simply creates another one. - 900 Applicants Wanted a Startup Internship. First, They Had to Meet a Surprising Old-School Requirement.
Montag 18:12 – Sherin Shibu at Entrepreneur – Latest
It’s one more hoop to jump through for candidates looking for entry-level work. - What the Gulf’s Growing Investment in Africa Signals About the Next Decade of Global Capital
Montag 18:00 – Ifelade Ayodele at Entrepreneur – Latest
A piece on what the Gulf’s growing Investment in Africa signals about the next decade of global capital - From Giant Prompts to On-Demand Skills: Build an Extensible AI Agent With Progressive Disclosure
Montag 18:00 – Akhil Madineni at DZone.com Feed
Large agent prompts often begin as a practical shortcut: policies, domain rules, tool descriptions, examples, recovery procedures, and integration notes are placed in one system message so every capability is always available. That approach stops scaling once an agent accumulates dozens of tools and specialized workflows. Tool definitions and instructions consume context on every turn, irrelevant material competes with task-relevant material, and each integration enlarges a shared prompt that becomes harder to test and version. Current platform guidance increasingly converges on a different m … - Nvidia Unveils AI Agent Safety Platform With Hardware-Based Watchdog
Montag 18:00 – BeauHD at Slashdot
wiredmikey shares a report from SecurityWeek: Nvidia on Monday announced the Open Agent Safety Platform, which combines open source software and a reference system design to keep AI agents within set boundaries from testing through deployment. The chipmaker explained that the platform pairs the open-source OpenShell runtime with Sentry, an out-of-band watchdog running on BlueField-4 DPUs. Nvidia says Sentry can monitor agent activity independently and quarantine an agent that crosses its boundaries within milliseconds. Nvidia is pitching the platform against a backdrop of recent incidents in w … - How He Turned His Tiny Studio Into a Fitness Powerhouse: ‘At First People Were Coming Just to Play With My Dog and I Was Okay With That’
Montag 17:05 – Dan Bova at Entrepreneur – Latest
Sam Tooley turned personal tragedy into Alpha Fit Club, a fitness franchise that’s about to host its biggest competition yet. - Amazon Evaluating Drone Deliveries In Australia, Asia
Montag 17:00 – BeauHD at Slashdot
Amazon is preparing to expand Prime Air drone deliveries into Australia and potentially other Asia-Pacific markets, with a new regulatory role tasked with securing the approvals needed to launch service there. The Register reports: „As Prime Air evaluates Australia and other countries, we are hiring a Head of Regulatory Approvals, Australia — the person responsible for navigating Australia’s aviation regulatory system and securing every approval required to deliver to Australian customers by drone,“ reads a recently published job ad. Whoever gets the gig in Australia will report to someone wh … - Beyond Screenshots: Building Replayable Production Diagnostics for Hard-to-Reproduce Bugs
Montag 17:00 – Uthej Mopathi at DZone.com Feed
Production bugs frequently arrive with too little evidence. A screenshot captures the final visual state, a crash report identifies a failing stack, and a support ticket describes what appeared to happen. None reliably explains the sequence that produced the failure. Modern applications are asynchronous systems driven by navigation, network responses, feature flags, background work, local persistence, and changing UI state. A useful production bug report therefore needs more than the final frame. It needs a bounded, privacy-safe execution history that reconstructs the path leading to failure. … - I Realized I Was My Own Business’s Biggest Risk. Here’s What It Taught Me.
Montag 17:00 – Paul Kluskowski at Entrepreneur – Latest
Here’s how turning experience into systems allows a company to scale beyond its owner. - Bill Gates Says an AI 'Kill Switch' Isn't Enough
Montag 16:00 – BeauHD at Slashdot
Bill Gates said an AI „kill switch“ alone would be insufficient to address the technology’s risks. „The kill switch is, that’s kind of a weird thing. It’s not enough to have a kill switch,“ the Microsoft co-founder said in an interview that aired Sunday on NBC’s „Meet the Press.“ He said the more immediate concern is people using AI for cyberattacks or bioterrorism rather than systems acting autonomously. „We’re not yet at the point where they autonomously grab computers and, you know, can’t be shut down,“ he said, adding that the public discussion „just sort of shows how nontechnical various … - The Request Timed Out, But the Payment Succeeded: Building Retry-Safe Mobile APIs
Montag 16:00 – Uthej Mopathi at DZone.com Feed
Mobile networks are notoriously unreliable. A common scenario is when a user taps „Pay Now“ in an app: the payment request reaches the server and is processed, but the network response never reaches the phone. The client assumes the request failed and retries, leading to the charge running twice. This is precisely the kind of bug that idempotency solves. Idempotency means that repeating the same operation has no additional effect, and the second attempt should recognize it’s a duplicate and do nothing new. In practice, mobile engineers must treat payment or order APIs as idempotent by attachi … - When Growth Slows, Stop Trying More Tactics. Ask Your Customers Why.
Montag 16:00 – Jehan Lalkaka at Entrepreneur – Latest
Struggling with growth? Learn how customer interviews uncover what’s blocking your funnel so you can fix the right problems and grow faster. - Gen Z Is Snatching Up Franchises — They Want to Own Rather Than Compete for Jobs That ‘Might Not Exist in 10 Years’
Montag 15:30 – Jon Small at Entrepreneur – Latest
Franchise ownership among young people is up 163% since 2022. - He Was a Candidate for Several Prestigious Literary Awards — Then a Detector Said He Used AI to Write ‘100%’ of His Novel
Montag 15:24 – Sherin Shibu at Entrepreneur – Latest
Thélyson Orélien, 38, faces accusations that he used AI to write his popular debut novel. Here’s his response. - SpaceX Launches Starship Into Orbit
Montag 15:20 – BeauHD at Slashdot
SpaceX’s Starship reached orbit for the first time, successfully deploying 26 operational Starlink V3 satellites after overcoming an early Raptor 3 engine shutdown during ascent. „SpaceX plans to eventually deploy 100,000 upgraded Starlink V3s to expand the company’s wireless satellite internet services,“ notes Space.com. Here’s the latest update from the report: SpaceX has decided to return Starship from orbit earlier than expected. After valuating the upper stage Ship’s status during its first orbital checkpoint, SpaceX technicians have decided to return the spacecraft to Earth earlier than … - Walmart Says It's Not Using Personal Info To Set Prices As It Expands Digital Shelf Labels
Montag 15:00 – BeauHD at Slashdot
An anonymous reader quotes a report from the Associated Press: Walmart is aiming to assuage customers‘ fears about its new pricing technology as it rolls out digital price labels at its stores. In a statement posted on the company’s website, Walmart’s CEO John Furner vowed that the Bentonville, Arkansas-based retailer isn’t using personal information like income, shopping history or a customer’s willingness to pay to set prices, and it won’t be doing so in the future either. „We don’t set different prices based on who you are or the time of day, and we won’t,“ Furner wrote Friday. „Whether you … - The Relationships You Need to Build in Your First 60 Days as a New CEO
Montag 15:00 – Libby Morgan at Entrepreneur – Latest
Learn who to talk to, what to listen for, and why most new CEOs get this wrong. - The Agent Changed Its Plan Mid-Run: Reconciling AI Decisions With Completed Temporal Activities
Montag 15:00 – Akhil Madineni at DZone.com Feed
An AI agent rarely follows a long plan exactly as first proposed. Tool results expose missing facts, external systems change, policies arrive through human input, and a model may discover that an earlier assumption was wrong. ReAct-style agents were explicitly designed around this interleaving of reasoning, action, observation, and plan updates rather than one immutable plan. The engineering difficulty begins when those actions are durable side effects. In Temporal, a completed Activity is not an intention that can be edited out of a revised plan; its completion and result are part of the Wor … - Building a Product Recommendation Engine With Neo4j — No ML Library Required
Montag 14:00 – Akmal Chaudhri at DZone.com Feed
When many developers think about recommendation engines, they think of machine learning: collaborative filtering models, matrix factorization, embedding vectors, and training pipelines. What surprises many people is that you can build a genuinely useful recommendation system with nothing more than a graph database and several Cypher queries. No scikit-learn, no TensorFlow, no model training. Just the natural structure of the data doing the work. In this article, we’ll build a product recommendation engine on top of Neo4j Aura using two Jupyter notebooks. The first generates a realistic synthet … - Why Incident Response Needs Memory, Not Just Intelligence
Montag 13:00 – Akshay Pratinav at DZone.com Feed
Every production incident starts with a simple question: „Has this happened before?“
I’ve lost count of how many incident bridges I’ve joined where that question came up within the first few minutes. Before anyone proposes restarting a service or rolling back a deployment, someone inevitably starts searching. They look through Slack conversations from previous outages, browse old postmortems, compare dashboards with similar incidents, or dig through runbooks to see whether another team has already solved the same problem. - Stop Paying a Model to Make Decisions You Already Made
Montag 12:00 – Amith Reddy Ravuru at DZone.com Feed
If your team distributes AI development skills (as a Claude Code or Cursor plugin or a shared rules file), you own a catalog. That catalog covers things like:How to structure a service
What must pass before a commit
Which internal library to use instead of rolling your ownSkills load cheaply, thanks to progressive disclosure. Only the name and one-line description sit in context until the description matches the work. So when token spend climbs, the intuitive read is context bloat, and the obvious lever is tuning descriptions to fire less. - Are AI Chatbots Spreading Misinformation to US Voters?
Montag 8:34 – EditorDavid at Slashdot
Are AI chatbots quietly shaping the perceptions of U.S. voters? Voters trying to educate themselves about candidates „are unknowingly being served partisan talking points in the guise of neutral news summaries,“ write two news researchers in Politico magazine: Leading AI chatbots cite partisan websites masquerading as independent local news outlets nearly half of the time when people ask about candidates and issues that the partisan sites have covered in the midterm campaign, according to a new audit by NewsGuard, an organization focused on news reliability where we work as analysts… NewsGua … - Apple Faces $5.7 Billion Patent Infringement Verdict Over iPhone And Apple Watch Haptics
Montag 4:04 – EditorDavid at Slashdot
„A federal jury in San Diego awarded Taction Technology more than $5.7 billion in damages Friday after finding that Apple infringed claims from two haptics patents,“ reports CNBC: Taction sued Apple in 2021 in the U.S. District Court for the Southern District of California. The company alleged that Apple was improperly „capitalizing on Taction’s innovation and success“ by selling devices that infringed on its vibration technology, according to the complaint. Apple initially won dismissal in 2023, and the Federal Circuit later revived the case…. Taction argued that Apple’s „Taptic Engine,“ wh … - Just How Big is the AI Buildout – and How Risky?
Sonntag 23:34 – EditorDavid at Slashdot
A new Brookings Institution study notes the „strikingly physical“ economic footprint of AI’s buildout, from specialized chips and electricity to purpose-built data centers. (Two-thirds of a data center’s costs are IT equipment, with one-third going to real estate and its associated power infrastructure.) „At an average of 3.63 percent of GDP per year, the projected buildout would be larger relative to the economy than the major U.S. canal, railroad, electrification, highway, and telecommunications investment booms.“ This is pushing up prices for workers, electricity, and even commercial real e … - Waymo Says Its Self-Driving Cars Reduced Injury-Causing Accidents by 82%
Sonntag 19:04 – EditorDavid at Slashdot
Waymo’s self-driving car technology „continues to outperform human benchmarks,“ the company claimed this week. „It was involved in 841 fewer injury-causing crashes — an 82% reduction compared to human drivers.“ Electrek reports: We’ve seen various Waymo crash data before, with Waymo claiming crash reductions. That’s all well and good when the company says it, but we’ve also seen independent data confirming similar (though lower) crash reduction numbers… Waymo has enough miles that it’s ready to start quoting how many injuries it has prevented, and the number is pretty high. Its newest crash … - After Dozens of Incidents at OpenAI and Anthropic, OpenAI Pauses Model Training to Build More Safeguards
Sonntag 14:34 – EditorDavid at Slashdot
„OpenAI said it has paused training of its latest AI models,“ reports the Associated Press, „as reports of AI agents going rogue mount.“ The decision to halt development came just hours after the company disclosed Friday that it was reviewing several incidents from the summer in which OpenAI agents searching federal government websites acted in unexpected ways beyond what was asked of them while gathering and distributing information… OpenAI said in a statement that it will resume training „only when we are confident that we have additional safeguards“ in place, adding that it expects it wil … - New Tin-based Solar Cells Trap Heat 1,000 Times Longer, Could Beat 33% Limit
Sonntag 10:04 – EditorDavid at Slashdot
Could this push solar cell efficiency beyond the theoretical 33% limit? Interesting Engineering reports: Researchers at the University of Groningen in the Netherlands found that tin-based perovskite solar cells can slow heat loss from high-energy „hot electrons…“ When sunlight strikes a panel, photons jump-start electrons into action. The most energetic photons create super-charged hot electrons… [but] in fractions of a trillionth of a second, these high-energy particles rapidly cool, dumping their bonus energy as waste heat before ever leaving the solar cell… In collaboration with Maria … - Beyond Batch: Engineering Enterprise Systems for Real-Time Decisioning
Freitag 19:00 – Prem Kumar Gadhanki at DZone.com Feed
The Batch Processing Problem
Batch processing isn’t inherently a disadvantage. It becomes a problem when the business needs a decision now, but the architecture was designed to make that information available later.
Picture an enterprise system processing millions of customer interactions. Transactions land across multiple systems throughout the day. Every few hours, a scheduled job extracts the data, transforms it, updates another system, and eventually makes it available downstream. This works fine — until the business asks: „Why can’t we react to this the moment it happens?“ - Prompt Caching Doesn't Save Money on Turn One
Freitag 18:00 – Ninaad Rao at DZone.com Feed
I went looking for a clean way to show what prompt caching actually saves an agent, and the first thing I found was a fact that’s easy to miss if you only read the „up to 90% savings“ headline. Caching a fresh conversation’s first turn costs more than not caching it. There’s no cache to read from yet, so you pay the input price on the content plus a 25% premium to write to the cache, and get nothing back. The savings arrive starting on turn two, once there’s something to read. Where This Lives in deepagents Deep Agents ships AnthropicPromptCachingMiddleware from langchain-anthropic in its defa … - Software Quality Habits and AI
Freitag 17:00 – Stelios Manioudakis at DZone.com Feed
Software quality is about habits. The quality of our releases depends on the quality of our habits. Nobody ships a defect-riddled release because they didn’t want quality. They ship it probably because the small daily behaviors that would have prevented it — the small habits — quietly stopped happening. One skipped test, one PR approved without being read, one “we’ll fix it later” at a time. This article makes a quick introduction to those habits, small and large. It explains how small habits become large over time and how good and bad habits compound. I also discuss a specific danger I think … - Can Your Team Name the Work It Already Runs With AI?
Freitag 16:00 – Stefan Wolpers at DZone.com Feed
TL;DR: The AI Workflow Inventory Finalizes the A3 Delegation System You probably know your own AI shortcuts: the colleague who drafts the stakeholder update, the nightly job somebody set up before they left, the interview notes that go through a model on demand. However, I want to challenge you: that perceived knowledge can create false confidence, because it feels like knowing the team’s way of working with AI, when it is still only a diffuse understanding of the practice. Ask the team to combine those individual accounts into one list, and you may discover how little of the whole anyone can … - Building a Practical Cloud-Native Golden Path: A Guide to Kubernetes-Based Service Delivery, Self-Service, and Developer-Friendly Defaults
Freitag 15:30 – Naga Santhosh Reddy Vootukuri at DZone.com Feed
Editor’s Note: The following is an article written for and published in DZone’s 2026 Trend Report, Cloud-Native Foundations: Kubernetes, Platform Engineering, and Distributed Operations at Scale. Every engineering organization that I have worked with eventually faces the same issue, which is that each team ships services differently. One team used Helm, another wrote raw manifests, and a third would have built a custom Bash script. As these different approaches accumulate, the supporting deployment steps often end up scattered across multiple Wiki pages that quickly go stale. New engineers the … - One Agent, Two Runtimes: Defining State Ownership Between Temporal and LangGraph
Freitag 15:00 – Akhil Madineni at DZone.com Feed
Combining Temporal and LangGraph creates a deceptively simple question: which runtime owns the state of the agent? Both preserve execution progress, but they preserve different kinds of progress. Temporal reconstructs Workflow state from Event History and reuses recorded Activity results during replay. LangGraph persists thread-scoped graph state as checkpoints and resumes from super-step boundaries. Treating those mechanisms as interchangeable creates ambiguous recovery semantics. Production integration therefore needs explicit authority for business progress, agent working state, and the han … - Member Spotlight: Mayowa Fajobi
Freitag 14:30 – Dominique Roller at DZone.com Feed
It has been such a joy getting to know our DZone contributors beyond reading their incredible articles. And, pretends to be shocked, developers do, in fact, have lives outside of working on their computers. From building open-source projects to spending quality time with their families, DZone’s community is full of not only subject-matter experts, but passionate individuals with interesting stories to tell. One of those individuals happens to be our Member Spotlight of the week. Mayowa Fajobi may be a newer face on DZone, but he’s already an established leader in tech spaces like platform engi …