## Spotify Has a New Identity — and It's Complicated

Spotify began its life as a straightforward music streaming service. Over time, it expanded into podcasts, then audiobooks, steadily broadening its audio footprint. But the company's latest moves signal something far more ambitious — and potentially far more disruptive. At its recent investor day, Spotify unveiled a sweeping wave of artificial intelligence features, most of which are geared toward generating content rather than helping users discover the content they already love.

The result is an app that looks and feels increasingly unfamiliar — and not necessarily in a good way.

## From Human-Made to AI-Generated: A Platform in Transition

For most of its history, Spotify has served as a home for human creativity — musicians, podcasters, and authors sharing their work with global audiences. That foundation is now shifting. Spotify is integrating AI tools capable of producing music, podcast episodes, and audiobook narrations, fundamentally changing the nature of the content on its platform.

This shift isn't without complications. AI can generate music at a speed that far outpaces Spotify's ability to manage and properly catalog it. The company faced criticism last year for failing to adequately label AI-generated music tracks. In response, Spotify revised its policy and adopted the DDEX industry standard — a widely recognized labeling framework for AI-created content — across its catalog.

### AI Covers, Remixes, and the Artist Compensation Question

More recently, Spotify struck a deal with Universal Music Group (UMG) that opens the door for fans to create AI-powered covers and remixes of existing songs. While the agreement includes provisions to ensure that original artists receive compensation, the arrangement is likely to flood the platform with even more AI-generated music. Critics worry this could make it significantly harder for up-and-coming human artists to get noticed amid the growing tide of machine-made tracks.

## AI Narration, Personal Podcasts, and Productivity Tools

Spotify has also entered a partnership with AI voice technology company ElevenLabs, enabling authors to narrate their audiobooks using synthetic voices. While this dramatically reduces production time, AI narration still struggles to match the warmth and nuance of a human voice — a limitation listeners are likely to notice.

Perhaps the most unusual addition is Spotify's move into AI-generated personal podcasts. Users can now generate on-demand audio episodes about virtually any topic, including summaries of their own emails and calendar events. What began as a developer-facing feature — allowing those using AI coding tools like Codex and Claude Code to build and save custom podcasts — has now been extended to all users directly through the app.

### A Standalone App Hinting at Bigger Ambitions

Spotify is also testing a separate experimental desktop application that connects to a user's email, notes, and calendar to generate a personalized audio briefing. The decision to build this as a standalone product rather than integrating it into the existing Spotify app raises eyebrows. The app's own description states that it can "take action on your behalf: researching topics, using a web browser, organizing information, and helping complete tasks" — language that firmly positions Spotify in the territory of agentic AI, software that autonomously acts on a user's behalf rather than simply responding to queries.

The company has not elaborated on where this is heading, but given its stated ambition to dominate the audio space entirely, it isn't difficult to envision features like AI-generated meeting notes eventually appearing within the Spotify ecosystem.

## Navigating the Clutter: Can AI Solve a Problem It Helped Create?

As AI tools generate more and more content on the platform, Spotify's proposed solution to the discovery problem is — once again — AI. The company is rolling out natural-language search capabilities for audiobooks and podcasts, mirroring the conversational search approach that companies like Google have been championing. This builds on Spotify's existing AI DJ feature, which already allows users to chat while listening to music.

The new functionality lets users ask questions about specific podcast episodes or explore broader themes within a show. While users could already turn to tools like ChatGPT or Google Gemini for this kind of information, Spotify is clearly determined to keep listeners from ever leaving its ecosystem.

## The Risk of Trading Depth for Breadth

Spotify's aggressive push to become an all-encompassing audio platform carries a very real risk: by trying to be everything to everyone, it may end up being less valuable to the users who loved it most.

The platform is no longer just a place to consume content — it is actively encouraging users to create it, even if only for personal use. The danger in this approach is that a cluttered, feature-heavy app demands more of a user's attention and cognitive energy, leaving less room for the discovery and enjoyment of content made by other creators.

The central question Spotify must answer is whether this relentless feature expansion is strengthening its competitive position — or undermining the simplicity and focus that made it indispensable in the first place. If users find the experience increasingly overwhelming and feel the app is no longer surfacing the content they genuinely want, they may simply take their listening habits elsewhere.

Spotify is piling on AI tools for content creation, but is the app losing focus? Here's what the latest features mean for listeners and creators alike.

Spotify's AI Features: Too Much, Too Fast?

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Spotify's AI Overload: When More Features Mean Less of What You Actually Want

## Samsung Movingstyle M7 Review: The Rolling TV That Goes Where You Go

Samsung's Movingstyle M7 has officially taken over my living room. And my kitchen. And my dining room. That pretty much tells you everything you need to know about how this rolling smart display fits into daily life.

### Design and Setup

Getting the Movingstyle up and running is refreshingly simple. The assembly process involves just a handful of screws and routing the power cable through the stand — nothing that should intimidate even the most reluctant do-it-yourselfer. Once assembled, the rolling stand itself is an impressively thoughtful piece of engineering, offering adjustments for tilt, height, and rotation.

That said, all those adjustments are controlled through a single handle, and the experience is a bit clunky. For a display designed to be repositioned constantly, the adjustment mechanism could stand to be more intuitive. The stand also does not offer vertical movement on its own — height changes are made by repositioning the monitor along the steel mounting bar. Fortunately, the eight inches of available height adjustment proved sufficient for finding a comfortable eye-level position whether sitting on the couch or standing in the kitchen.

### Mobility: The Good and the Not-So-Good

For anyone without a dedicated television setup, the Movingstyle's portability is genuinely exciting. Wheeling the display from one room to another feels like a small luxury, and the unit glides smoothly across hardwood floors. Even moderately thin rugs present little resistance, making room-to-room transitions genuinely hassle-free on a single floor.

However, mobility does come with real-world limitations. Living in a multi-story home means stairs immediately cut off access between floors, significantly reducing the device's range. The power cable, measuring just four feet and nine inches, is another constraint. While it edges out the length of a standard desktop monitor cord, users in larger homes will almost certainly need an extension cord or will find themselves hunting for conveniently placed outlets as they move the display around. Thick carpet or high-pile rugs may also slow the wheels down considerably.

### Smart TV Software

Where Samsung truly shines is in its smart TV ecosystem. The Movingstyle runs on Samsung's Tizen operating system — the same platform found across the brand's smart monitor lineup — meaning the display operates as a fully standalone smart TV without needing to be tethered to a computer or laptop. Access to a wide range of apps, streaming services, and a generous library of free content makes this one of the more compelling smart monitor experiences on the market today.

### Speaker Performance

Audio quality from a thin rolling display might seem like an afterthought, but the Movingstyle's speakers deliver a surprisingly capable performance. Volume levels and clarity are strong enough to fill a mid-sized room comfortably, adding real value to the overall package.

### Picture Quality

The 32-inch 4K panel delivers a competent picture, though it stops short of being exceptional. Colors and contrast are adequate for everyday viewing and streaming, but videophiles or those accustomed to premium OLED or QLED displays may notice the limitations. For casual TV watching and everyday use, however, the screen performs well enough.

### How It Compares to Other Models

Samsung does offer a higher-end Movingstyle variant that adds a touchscreen, a 120Hz refresh rate suited for gaming, and a built-in battery — a feature that eliminates the cord-length frustration entirely. The catch? It steps down to a 27-inch 1440p panel and jumps in price to $1,200. For many buyers, that trade-off simply won't make sense.

LG has entered this space with the Smart Monitor Swing, a 32-inch 4K model featuring touch input capability, priced at $1,000 — landing squarely between Samsung's two Movingstyle options. The LG offering raises the bar for what a rolling smart display can be.

One solution Samsung could explore is selling the adjustable rolling stand separately, allowing consumers to pair it with a monitor of their choosing — a move that would open up significant flexibility and appeal.

### Final Verdict

At $580 to $700, the Samsung Movingstyle M7 delivers strong value for anyone seeking a versatile, room-roaming smart display. The rolling stand is clever, the smart software is best-in-class, and the speakers punch above their weight. The shorter power cable, average picture quality, and single-floor limitations hold it back from perfection — but for a cord-cutter looking to put one screen to work across multiple rooms, this is a genuinely compelling option.

**Pros:**
- Smart, well-engineered rolling stand
- Highly adjustable display positioning
- Excellent Tizen smart TV platform with plenty of free content
- Stronger-than-expected audio
- Competitive pricing

**Cons:**
- Short power cable limits mobility
- Adjustment handle lacks intuitiveness
- 4K panel quality is merely average
- Rolling stand not sold separately
- Not practical for multi-story homes

Is Samsung's Movingstyle M7 the ultimate portable smart TV? Read our full review covering design, mobility, picture quality, and value at $580–$700.

Samsung Movingstyle M7 Review: A Smart TV on Wheels

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Samsung Movingstyle M7 Review: The Rolling TV That Goes Where You Go

## The Gulf's Digital Transformation Rests on a Fragile Foundation

Saudi Arabia and the United Arab Emirates have poured staggering sums into artificial intelligence infrastructure, courting global hyperscalers and positioning themselves as future exporters of raw computing power. The vision is bold: replace oil-dependent economies with AI-driven ones. Yet beneath that ambition lies a critical weakness — the undersea cables responsible for moving that data are increasingly exposed to geopolitical risk.

Undersea cables have quietly underpinned the global internet for decades. Today, they are becoming something far more consequential: instruments of geopolitical leverage.

## A Region at the Crossroads — and Under Pressure

When tensions between the United States, Israel, and Iran escalated earlier this year, security experts raised urgent warnings about the vulnerability of cable infrastructure throughout the Gulf. Reports emerging in May suggested Iran had contemplated seizing control of all seven undersea cables running through the Strait of Hormuz — a move that would have been catastrophic for regional connectivity.

The stakes are enormous. Undersea cables currently carry an estimated 95 percent of all international data traffic. For the Gulf specifically, the danger lies in concentration: the majority of the region's connectivity to Europe and North America still flows through just a handful of routes threading the Red Sea and the Strait of Hormuz.

Geographically, the Middle East occupies one of the most strategically significant positions on Earth, sitting at the junction of Europe, Asia, and Africa. That geography makes it a critical transit zone for global internet traffic — and a high-value target.

## AI Infrastructure Demands Far More Than Traditional Connectivity

A severed cable today is no longer merely an inconvenience that slows download speeds. For Gulf nations building out AI ecosystems, it could unravel an entire commercial model.

These countries are effectively attempting to convert energy wealth into computational infrastructure, exporting cloud capacity and processing power much as they once exported crude oil. That transition demands unprecedented levels of connectivity resilience.

Unlike conventional internet traffic, AI systems require massive, uninterrupted data flows between hyperscale data centers, cloud platforms, and enterprise clients. Even brief outages can trigger serious operational and financial consequences, making robust fiber infrastructure a commercial necessity rather than an optional upgrade.

"Hyperscalers and regional carriers are pushing diversification because their requirements have moved beyond bandwidth. They now need multiple independent paths, predictable latency, and survivability during geopolitical stress," explains Imad Atwi, partner at management consulting firm Strategy& Middle East.

## Recent Disruptions Have Already Exposed the Risk

The vulnerability is not theoretical. In 2025, two cables connecting Europe to the Middle East and Asia were severed in the Red Sea, degrading internet connectivity across the Gulf for several days and generating an estimated $3.5 billion in losses from disrupted services.

Critically, that incident occurred before the current wave of AI deployment and data center construction gained full momentum. Now, hyperscalers operating in the region are demanding the same resilience standards they rely on across transatlantic and transpacific corridors — markets that typically maintain four or five physically separate network paths to mitigate disruption risk.

The Gulf, by contrast, remains heavily concentrated along a narrow set of routes.

"Hyperscalers now want similar route diversity across the Middle East, both for Gulf-Europe connectivity and for Europe-Asia traffic transiting the region," says Bertrand Clesca, partner at subsea cable specialists Pioneer Consulting.

## A Multi-Layered Strategy Is Taking Shape

For years, alternative terrestrial and subsea routes across the Middle East stalled due to regulatory obstacles, political instability, and active conflict. Now, many of those same corridors are being reconsidered as essential digital infrastructure.

Atwi describes a three-layered strategic approach emerging across the Gulf:

### Layer One: Regional Terrestrial Corridors
Gulf landing stations connected through overland fiber networks spanning Saudi Arabia, the UAE, and Oman, extending toward Europe and Asia via Jordan and the Levant.

### Layer Two: New Subsea-Terrestrial Hybrid Systems
Alternative routes designed to bypass maritime chokepoints around Egypt and Bab el-Mandeb.

### Layer Three: Northern Overland Corridors
Land-based routes cutting through Iraq, Syria, and Turkey, offering vast capacity potential.

Terrestrial systems can support up to 144 fiber pairs, compared to the 24 typically found in subsea cables — representing enormous capacity advantages. The tradeoff is physical exposure; above-ground cables are far more susceptible to deliberate or accidental damage.

## Ambitious Projects in Unlikely Places

Some of the Gulf's most consequential connectivity projects are unfolding in countries once defined primarily by conflict.

The JADI corridor — connecting Jeddah, Amman, Damascus, and Istanbul — launched just months before Syria plunged into civil war in 2011, was severed during the fighting, and was never fully restored. With Syria now experiencing relative stability, Saudi Arabia's state telecommunications company, stc Group, is committing $800 million to revive the link under the name SilkLink.

Meanwhile, a consortium of Iraqi and Emirati firms is developing the $700 million WorldLink cable, which will travel underwater through the Strait of Hormuz from the UAE to Iraq before transitioning to land-based infrastructure extending into Turkey.

"Projects such as WorldLink and SilkLink are strategically important because they create additional East-West connectivity corridors that reduce reliance on maritime chokepoints," notes Carl Sykes of maritime risk consultants Neptune P2P Group.

## Satellites Offer Support, But Not Solutions

Satellite connectivity is attracting growing attention as part of broader resilience planning. Satellites carry an inherent advantage — they cannot be physically sabotaged or accidentally struck by a ship's anchor. However, they fall well short of fiber infrastructure in both data capacity and latency performance.

"Satellite services continue to play an important supporting role for redundancy and continuity planning, but modern economies still depend on resilient fiber infrastructure," Sykes adds.

In practical terms, decades of seabed cable investment cannot be replaced overnight, regardless of how aggressively the region diversifies.

## The Gulf Is Rewriting the Rules of Digital Infrastructure

What is emerging across the Gulf is a fundamental reframing of connectivity — from passive utility to active strategic asset. The region is among the first globally to confront the full implications of that shift and to begin redesigning its infrastructure accordingly.

How Gulf nations navigate this challenge — balancing geopolitical exposure, commercial ambition, and infrastructure investment — may well serve as a blueprint for other AI-driven economies grappling with the same questions in the years ahead.

Gulf nations are investing billions in AI infrastructure, but undersea cable vulnerabilities in the Red Sea and Strait of Hormuz pose a serious strategic risk.

Gulf AI Boom Threatened by Undersea Cable Vulnerabilities

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Why Undersea Cables Are the Achilles' Heel of the Gulf's AI Ambitions

## Valve Steam Controller Review (2026): A Promising Peripheral Waiting for Its Moment

Valve's latest Steam Controller arrives as a technically sophisticated piece of hardware — loaded with features, highly customizable, and built to a premium standard. Yet without the long-awaited Steam Machine to anchor its purpose, the controller feels like a headline act performing without a stage.

## Build Quality and Physical Design

At just 292 grams, the Steam Controller is surprisingly lightweight given everything packed inside. Extended gaming sessions rarely feel tiring, and the overall construction exudes quality. The standout physical elements include TMR thumbsticks that deliver exceptional accuracy, along with the same responsive trackpads found on the Steam Deck, positioned on the lower half of the controller to enable mouse-like precision during gameplay.

However, the layout does come with trade-offs. Because so much space is dedicated to housing those trackpads, the thumbsticks sit slightly higher than ideal, requiring players to subtly adjust their grip. The D-pad, meanwhile, is the one area where Valve appears to have cut corners — it functions adequately but lacks defined edges and features a glossy finish that reduces tactile grip. Outside of that shortcoming, the controller's physical construction is genuinely excellent.

## Features and Technology

The Steam Controller is loaded with impressive technology beneath its shell. It includes both an accelerometer and a gyroscope for motion-based input, alongside advanced rumble engines capable of nuanced haptic feedback. Much like the Nintendo Switch 2 Joy-Con 2s, the controller can vibrate at frequencies high enough to effectively function as a small speaker — enabling clever audio Easter eggs, including a hidden Wilhelm Scream.

A bundled charging puck rounds out the package, serving dual purposes as both a power source and a connectivity hub. It's an elegant solution that feels genuinely well-considered.

## Software Integration and Customization

Connecting the controller and pressing the Steam button a second time launches Big Picture mode — Valve's console-style interface designed for comfortable couch navigation. The interface remains largely unchanged from previous iterations, presenting bold game tiles, clear library filters, and large text optimized for TV viewing distances.

Where the Steam Controller genuinely shines is in its deep customization options. Launching any game from Big Picture mode displays a real-time overlay showing which inputs are assigned by default. From there, players can remap virtually every button and function. Holding the Steam button grants quick access to settings such as rear grip button behavior, gyroscope functions, and trackpad configuration. Trackpad sensitivity can be tuned anywhere from 25 percent to 3,000 percent responsiveness, with built-in haptic feedback providing satisfying tactile confirmation as you navigate.

This level of flexibility is particularly valuable for strategy games, where switching a trackpad to mouse-cursor behavior can meaningfully improve precision.

## The Big Limitation: Steam's Walled Garden

Despite its versatility, the Steam Controller carries one significant drawback that potential buyers must understand before purchasing.

Most PC gaming controllers — from premium options like the Thrustmaster ESWAP X2 H.E to budget-friendly alternatives like Hyperkin's Competitor — connect to Windows via the XInput API, allowing virtually any game to recognize them regardless of where it was purchased. The Steam Controller, by contrast, operates through Valve's proprietary Steam Input system.

This means Windows does not automatically identify it as a standard controller. As a result, playing games sourced from outside Steam — whether from GOG, the Epic Games Store, or directly from independent developers — becomes extremely difficult or outright impossible in many cases.

## Verdict

The Valve Steam Controller is an ambitious and technically impressive peripheral that demonstrates clear engineering thoughtfulness. Its trackpads, customization depth, haptics, and build quality place it among the more capable controllers on the market. But its dependence on the Steam ecosystem and its inability to function as a universal PC controller limit its appeal considerably.

More critically, the controller feels incomplete without the Steam Machine hardware it was presumably designed to complement. Until that device materializes, the Steam Controller remains a fascinating but context-starved product — one that is difficult to fully recommend for everyone, despite being easy to admire.

Valve's 2026 Steam Controller impresses with TMR sticks, deep customization, and premium build quality — but Steam-only support limits its broader appeal.

Valve Steam Controller Review 2026: Features & Limitations

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Valve Steam Controller Review (2026): Impressive Hardware Held Back by Platform Limits

## SpaceX Calls Off Historic Starship V3 Launch at the Last Moment

SpaceX came agonizingly close to launching the first flight of its third-generation Starship rocket system on Thursday, only to abort the mission just seconds before liftoff. The attempt took place at the company's Starbase facility in South Texas, and a fresh launch window has been set for Friday at 5:30 p.m. local time — provided engineers can resolve the technical issue overnight.

## What Caused the Scrub?

According to SpaceX CEO Elon Musk, the culprit was a mechanical failure on the launch infrastructure itself. In a post shared on X, Musk explained that a hydraulic pin responsible for holding a launch tower arm in position failed to retract as required, preventing the countdown from proceeding.

The scrub did not happen without drama. The massive Starship vehicle and its rocket booster had been fully loaded with propellant, and the countdown had ticked down to under T-40 seconds before controllers were forced to recycle the clock multiple times. After several failed attempts to resolve various technical issues across both the rocket and the launchpad systems, SpaceX ultimately called off the launch altogether.

## Why This Launch Matters So Much

This would have been Starship's 12th flight overall and its first since October 2025 — making it a particularly significant milestone for the program. But the stakes extend well beyond technical achievements.

SpaceX recently filed for an initial public offering and is anticipated to go public within weeks. That financial backdrop places enormous pressure on the company to demonstrate that Starship V3 is progressing meaningfully. Investors and the broader aerospace industry are watching closely.

## What's New About Starship V3

The third-generation Starship represents one of the most substantial overhauls the program has seen to date. Key upgrades include:

### Redesigned Raptor Engines
SpaceX has outfitted the new booster with third-generation Raptor engines that deliver increased thrust through a more compact and efficient design. The overall result is a more powerful vehicle with a leaner engine profile.

### Improved Catchability and Structural Changes
The V3 booster has been redesigned to make it easier for the launch tower's mechanical arms to catch it during recovery. It also features one fewer grid fin compared to its predecessor.

### Propellant Leak Fixes
A persistent issue across earlier Starship test flights involved propellant leaking into certain sections of the upper stage. The new design directly addresses this problem, with engineering changes intended to prevent dangerous accumulation of fuel vapors — a factor that contributed to anomalies on previous missions.

## What This Flight Will and Won't Prove

Even if Friday's launch succeeds, SpaceX has set modest objectives for this particular mission. The company is not planning to recover either the booster or the Starship upper stage. Instead, both are expected to perform controlled splashdowns — the booster targeting the Atlantic Ocean and the Starship upper stage descending into the Indian Ocean.

Notably, Starship will not reach true Earth orbit during this flight. That means SpaceX will need at least one or two additional missions before it can confirm that the rocket is capable of delivering commercial payloads to orbit — a critical benchmark for the program's long-term viability.

## The Starlink Connection

The urgency behind getting Starship V3 operational is closely tied to SpaceX's Starlink satellite internet business. According to the company's IPO filing, Starlink generated $11 billion in revenue last year, and scaling that service depends heavily on Starship's ability to deploy next-generation satellites at high volume.

While SpaceX has previously used Starship to release prototype versions of its upgraded Starlink satellites, it has yet to place a functional payload into orbit using the new rocket system. Successfully doing so remains one of the program's most pressing near-term goals.

## Looking Ahead

With repairs underway and a launch window confirmed for Friday evening, SpaceX engineers will be working around the clock to ensure the hydraulic issue is fully resolved. If successful, the flight will mark a critical step forward — not just for Starship's development roadmap, but for SpaceX's ambitions as a soon-to-be publicly traded company.

SpaceX aborted its first Starship V3 launch just 40 seconds before liftoff due to a hydraulic fault. A second attempt is scheduled for Friday at 5:30 p.m. local

SpaceX Scrubs Starship V3 Launch — Retry Set for Friday

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SpaceX Aborts First Starship V3 Launch Seconds Before Liftoff — Next Attempt Set for Friday

## Samsung Promo Codes & Deals for May 2026

Samsung is pulling out all the stops this season with some of the most compelling discounts we've seen in years. Whether you're eyeing a flagship smartphone, a premium television, or cutting-edge wearables, there are multiple ways to save big right now. From limited-time flash sales and trade-in offers to exclusive promo codes and referral rewards, the savings opportunities are stacking up fast.

To kick things off, new subscribers to **The First Look** — Samsung's early-access program — can earn up to **$100 in Samsung credit**. This program gives members a sneak peek at the latest innovations while unlocking discounts on select 2026 TVs, monitors, and home appliances.

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## Top Samsung Phone Deals Right Now

### Galaxy Z Fold7: $1,000 Off With Trade-In

If you've been waiting for the right moment to upgrade to a foldable, now is it. Samsung is offering up to **$1,000 off the Galaxy Z Fold7** when you trade in an eligible device — making one of the most advanced smartphones on the market significantly more accessible.

### Galaxy Z Flip7: Up to $600 Off

Prefer a compact flip-style design? The **Galaxy Z Flip7** — a modern reimagining of a classic form factor — is available for up to **$600 off**, making it one of the best value foldable deals currently available.

### Galaxy S25 Ultra: Up to $700 Off

For those who want Samsung's absolute best, the **Galaxy S25 Ultra** is currently **$350 off outright**, or up to **$700 off** when you apply instant trade-in credits. A limited-time storage upgrade sweetens the deal even further.

### Bundle and Save: 30% Off Galaxy Buds, Watches & Tablets

When you purchase a **Galaxy S25 Ultra**, you can bundle accessories and save **30% on Galaxy Buds, Galaxy Watches, and Galaxy tablets**. Buying what you already need together has never been more rewarding.

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## Save $480 on the Samsung Galaxy S26+

The newly launched **Samsung Galaxy S26 series** has already impressed reviewers, and the **Galaxy S26+** stands out for its innovative built-in privacy display, exceptional performance, and outstanding battery life. Right now, buyers can receive up to **$480 in instant trade-in credit** or **$150 off accessories** without a trade-in — a strong incentive to upgrade sooner rather than later.

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## 15% Off Galaxy Buds4 Pro With Galaxy S26 Ultra Purchase

Purchase a **Galaxy S26 Ultra** and you'll unlock **15% off the Galaxy Buds4 Pro**. Reviewers have praised the Buds4 Pro for their rich, detailed sound across all frequency ranges, excellent call clarity, sleek design, and seamless auto-switching between Samsung devices. The Galaxy S26 Ultra itself earned high marks for its built-in privacy display, horizon lock for ultra-stable video, quad-camera system, and long-lasting battery.

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## $130 Off the Samsung Galaxy Watch8

The **Samsung Galaxy Watch8** is now available for just **$420** — a savings of **$130** — or as low as **$17.50 per month** through Samsung's financing plan. Buyers can also receive up to **$250 in instant trade-in credit** (or $130 off without a trade-in), plus a complimentary **six-month iFit trial**. The Watch8 has earned praise for its vibrant display, comfortable wearability, and comprehensive suite of health-tracking features.

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## Unlock 30% Off Through Samsung's 2026 Offer Programs

One of the most valuable discounts Samsung offers is a **30% coupon** exclusively available to qualifying groups, including:

- **Government employees**
- **First responders**
- **Military personnel**
- **Educators**

Enrolling in Samsung's Offer Program allows members to **stack promo code discounts** with most existing promotions and gain access to exclusive coupons. Notable current Offer Program deals include:

- **Extra 15% off** the Galaxy Watch8 plus up to $200 off with trade-in
- **Extra 10% off** the Frame Pro Neo QLED 4K TV
- **Extra 10% off** the Galaxy XR and Galaxy Tab S11 series tablets

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## Get Up to $250 Off Your First Order With a Samsung Referral Code

Samsung's referral program rewards both parties generously. When a friend uses your personal referral code to shop at Samsung.com, they receive **5% off their order (up to $250 off)**, while you earn **up to $100 off per order** — with the potential to accumulate up to **$1,000 in savings per calendar year**.

For even more benefits, consider signing up for a **Samsung Rewards account** and downloading the Samsung mobile app. App-exclusive coupons, early product announcements, and special offers on items like QLED 8K TVs, select refrigerators, and other home appliances are all part of the package.

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## Samsung Frame Pro TV: $800 Off When You Bundle

Frame TVs have surged in popularity as consumers seek stylish, space-conscious home decor solutions. The **Samsung Frame Pro** — one of the most sought-after models in this category — is now available for **$800 off when purchased as a bundle**.

This television earns its reputation by doubling as a digital art display when not in use, thanks to its stunning matte screen that minimizes glare and reflections. It includes access to a **low-cost artwork subscription featuring over 5,000 images**, delivers a cinematic picture quality for film lovers, and supports **high-refresh-rate gaming modes** for competitive players.

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## How to Maximize Your Samsung Savings

With so many overlapping promotions, here's a quick strategy to get the most out of Samsung's current deals:

1. **Sign up for The First Look** to earn $100 in Samsung credit
2. **Check eligibility** for the Offer Program if you're a government worker, educator, or first responder
3. **Use a referral code** for additional discounts on your first purchase
4. **Bundle compatible accessories** with your phone purchase for 30% savings
5. **Explore trade-in options** to dramatically reduce the cost of flagship devices

With the right combination of deals, the total savings on a complete Samsung ecosystem upgrade could reach well into the thousands of dollars.

Discover the best Samsung deals in May 2026. Save up to 30% with promo codes, get $1,000 off Galaxy phones with trade-ins, and unlock exclusive offer programs.

Samsung Promo Codes May 2026: Save Up to 30% Off

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Samsung Deals May 2026: Save Up to 30% With Promo Codes, Trade-Ins & More

## America's Two Biggest Urban Giants Are Betting Big on Electric Vehicles

In a bold move that signals serious commitment to fleet electrification, New York City and Los Angeles County have announced a formal partnership aimed at advancing electric vehicle adoption across their combined government operations. Officials are calling it a "bicoastal bridge" — a strategic alliance designed to leverage their enormous collective purchasing power and send a clear message to automakers: the demand for electric vehicles is not going away.

## Ambitious Goals, Significant Gaps

Los Angeles County, despite being one of the most car-dependent regions in the United States, has set an aggressive target of achieving 100 percent fleet electrification by 2045. That goal would require replacing all 20,000 vehicles currently in operation. To date, however, the county has only managed to deploy around 600 fully electric vehicles and approximately 350 plug-in hybrids — leaving officials with an enormous amount of ground to cover.

New York City faces its own set of challenges. While the city currently operates roughly 2,500 EV charging ports — the largest network in the state — officials acknowledge that significantly more infrastructure will be needed before electric vehicles can realistically scale across all city departments. Reliable backup solutions for power outages also remain a pressing concern.

### Vehicles That Simply Don't Exist Yet

One of the more surprising hurdles facing both governments is a manufacturing gap. American automakers currently do not produce electric versions of several specialty vehicles that cities depend on. These include electric passenger vans, fire department pumper trucks built to city specifications, and — particularly relevant for New York — electric snowplows. Until manufacturers step up to fill these gaps, full fleet electrification will remain out of reach regardless of political will or budget.

## Navigating a Hostile Federal Climate

The timing of this partnership comes amid significant uncertainty at the federal level. The current administration has scaled back support for electric vehicles, and several major automakers have quietly walked back their previously ambitious electrification timelines. These developments have created what New York City's Chief Fleet Officer Keith Kerman describes plainly as "headwinds for electrification in the United States right now."

Kerman, who oversees vehicle procurement across New York City's numerous agencies, expressed little ambiguity about where he stands. "I regret every electric and hybrid vehicle we haven't bought yet," he said. "It would have shielded us from the doubling of fuel costs we're now enduring." Data gathered through a partnership with the US Department of Transportation indicates that transitioning to battery-electric vehicles has already improved New York City's overall vehicle energy economy by 6 percent.

## Sending a Market Signal to Manufacturers

At its core, the bicoastal partnership is a strategic market signal. Quintin Haynes, Chief Deputy Director of the Los Angeles County Internal Services Department, put it succinctly: the collaboration is "really about having the market understand where we're going so they can actually supply us."

Industry consultant Mike Finnern, Senior Vice President and Zero-Emission Fleet Lead at WSP, agrees that guaranteed large-scale future orders from government fleet managers provide manufacturers with the financial stability they need to continue investing in EV development. "Manufacturers would really like to know what the future will be and what are the rules," Finnern noted. Firm commitments, he says, "will help them be stable for a while."

Finnern also points out that government fleets are uniquely well-suited for electric vehicles. Unlike private consumers who may worry about range anxiety or unpredictable usage patterns, city governments operate vehicles on known routes, can precisely manage charging schedules, and have determined that current EV ranges of 250 to 400 miles per charge comfortably meet their operational needs. Cost savings on fuel and maintenance provide an additional financial incentive.

The fact that private-sector giants like Amazon continue expanding their own electric fleets is further validation. As Finnern puts it, "they wouldn't do it if it didn't pencil out."

## Winning Over the Workforce

Beyond the technical and logistical challenges, both cities have learned that human factors play an equally critical role in successful EV deployment. Maintenance crews require retraining to service electric vehicles, and operators need consistent reminders to keep vehicles plugged in. More subtly, workers can be resistant to abrupt changes imposed from above.

Privacy concerns have also emerged as a real issue. Many of New York City's newer electric vehicles come equipped with intelligent speed assistance technology, which city data suggests reduces speeding and may lower crash severity. However, employees have raised concerns about workplace surveillance through vehicle data collection. The matter was formally addressed in March, when the city workers' union reached an agreement establishing guidelines for how vehicle data could be used in disciplinary proceedings.

Ultimately, enthusiasm within the workforce can be the deciding factor between a successful EV rollout and a struggling one. "We've seen some deployments be really successful and some, not so much," Finnern observed. "They have the exact same problems, but some were able to overcome them because their people were excited about it and trained."

## From Skeptic to Believer

Haynes himself was once a doubter. Having previously worked alongside Kerman in New York before relocating to Los Angeles, he credits a test drive in a Tesla — arranged by Kerman — with completely changing his perspective. The experience was, above all else, enjoyable.

Kerman has seen this reaction play out time and again. "No one goes into these electric cars, walks out and says, 'I hate this car,'" he said. "They all say, 'I love the car.'" That enthusiasm, both officials believe, is one of the most powerful tools available as they push forward on their shared electrification mission.

## A Blueprint for Other Cities

Both New York and Los Angeles acknowledge they are still in the learning phase and that the partnership will serve as a platform for developing and sharing best practices. The ultimate hope is that their collaboration will serve as a replicable model — one that other cities across the country can eventually adopt as the push toward cleaner, more sustainable urban transportation continues to gain momentum.

New York City and Los Angeles County form a bicoastal EV alliance to leverage purchasing power and push automakers toward greater electric vehicle production.

NYC and LA Partner to Push Electric Vehicle Adoption

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New York City and Los Angeles Join Forces to Accelerate Electric Vehicle Adoption

## Madison Square Garden's Legal Blacklist Claims Another Victim

When a New York City police officer was seriously injured during a chaotic ringside brawl at Madison Square Garden, he did what any reasonable person would do — he hired a lawyer and filed a lawsuit. What he likely did not anticipate was that his attorney would soon be barred from setting foot inside MSG and every other arena under the ownership of James Dolan.

John Scola, a well-regarded attorney with a long track record of representing New York City police officers, is now officially persona non grata at Madison Square Garden and its affiliated venues. A letter dated April 30, reviewed by WIRED, confirmed the ban in no uncertain terms: "Any tickets to MSG Venues are hereby revoked."

## A Pattern of Banning Lawyers Who Dare to Sue

This is not a new strategy for Dolan or the organization he controls. For years, MSG has maintained an expanding legal blacklist, targeting not just individual attorneys but entire law firms if even one of their lawyers found themselves in litigation against the Garden. The mechanism enforcing this blacklist is no ordinary bouncer — it is a sophisticated facial recognition system capable of identifying and flagging banned individuals the moment they walk through the door.

While questions had lingered about whether this controversial practice was still actively growing, Scola's ban letter put those doubts to rest. The list is alive, well, and apparently still expanding.

The situation adds another uncomfortable layer to an already strained relationship between MSG and New York City's public institutions. As previously reported, MSG security personnel were found to be operating as an informal and unauthorized surveillance force stretching beyond the arena's physical boundaries into midtown Manhattan — a revelation that prompted New York City Mayor Zohran Mamdani to describe the practice as "deeply troubling" and call for a formal investigation.

## What James Dolan Says About the Surveillance System

Dolan has publicly defended the facial recognition program as a necessary security tool. In one televised interview, he stated that the system was designed to flag genuinely dangerous individuals — citing terrorists as the type of threat he aims to intercept. However, the New York Police Department has confirmed it has not shared any facial recognition data or other intelligence with the Garden.

Ironically, the Garden's own database reportedly contains the photo of at least one NYPD officer. New York Attorney General Letitia James has publicly stated her office is closely reviewing MSG's surveillance practices. "New Yorkers should be able to go to a game or a concert without their rights being violated," she said in a statement.

## The Incident That Started It All

### A Boxing Night Gone Wrong

The chain of events leading to Scola's ban began in February 2025 during a lightweight boxing match held at MSG's then-named Hulu Theater. Anticipating a large and energetic crowd, Garden management determined that eight off-duty NYPD officers would be needed for crowd control under the city's paid detail program. According to court documents, only two officers actually showed up for the assignment. One of them was John Przybyszewski, a seven-year NYPD veteran.

Near ringside, a confrontation erupted. Footage from the event shows rapper Lil Tjay appearing to spit on a Garden security employee who was attempting to prevent him from moving closer to the ring. The situation escalated rapidly as Lil Tjay's bodyguards and entourage joined the melee. According to the lawsuit, Officer Przybyszewski was knocked to the ground and pinned beneath multiple individuals during the chaos.

### Serious and Permanent Injuries

When Przybyszewski managed to get back on his feet, he was in serious pain and was transported to a hospital by ambulance. Medical imaging later revealed significant cervical and lumbar spinal injuries, some of which are described in the lawsuit as permanent.

Przybyszewski filed suit against both Lil Tjay and Madison Square Garden, arguing that the venue's deliberate decision to deploy far fewer officers than its own security assessment required placed him directly in harm's way. "Defendants made conscious operational decisions that placed Plaintiff directly in harm's way. Those decisions caused his injuries," the lawsuit states.

For legal representation, Przybyszewski turned to Scola, who filed the complaint in February of this year. Neither Madison Square Garden nor a representative for Lil Tjay responded to requests for comment.

## The Irony of MSG's 'Thank You, NYPD' Event

In a twist that raised more than a few eyebrows, just five weeks after Scola filed his lawsuit against the Garden on behalf of the injured officer, MSG hosted a "Thank You, NYPD" celebration. The event featured performances by Cyndi Lauper and John Fogerty, with rapper Fat Joe and comedian Tracy Morgan — both familiar faces at Knicks games — also taking part.

## What Comes Next

Despite his injuries, Przybyszewski reportedly hopes to return to paid detail work — potentially even at Madison Square Garden. He valued the relationships he built with colleagues there, and the additional income is meaningful for a Staten Island-based officer.

As for Scola, he says the ban is not keeping him up at night. A Philadelphia-area native, he had no plans to attend any New York Knicks games during the NBA Eastern Conference Finals anyway. His perspective on the situation is straightforward and pragmatic.

"It's a little bit petty," Scola said of the ban. "But I'm here to represent my client, and if representing my client means I can't go to Madison Square Garden until they pay us money or we win at trial — well then, so be it."

Madison Square Garden banned attorney John Scola using facial recognition after he sued the venue on behalf of an NYPD officer injured at a 2025 boxing match.

MSG Bans Lawyer Who Sued Arena Over Cop's Boxing Injury

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Madison Square Garden Bans Officer's Attorney Using Facial Recognition After Boxing Brawl Lawsuit

## SpaceX's IPO Filing Lifts the Curtain on a Massive AI Infrastructure Deal

A landmark computing agreement between SpaceX and Anthropic has finally come to light, thanks to the rocket company's newly released IPO prospectus. According to the S-1 regulatory filing, Anthropic — the company behind the Claude AI assistant — will pay SpaceX a staggering **$1.25 billion per month** for access to its high-powered data center infrastructure, translating to roughly $15 billion annually.

### The Colossus Deal Explained

Earlier this month, Anthropic and SpaceX announced a partnership granting the AI firm access to GPU computing resources housed at Colossus and Colossus II — a pair of massive data centers spanning Tennessee and Mississippi. Together, these facilities command more than one gigawatt of computing power. SpaceX originally constructed them for its own AI division, xAI, which operates the Grok chatbot. However, Elon Musk acknowledged that his company ultimately ended up with more capacity than it needed, opening the door for outside tenants.

Anthropicis receiving a discounted rate during the initial ramp-up period covering May and June, after which the full $1.25 billion monthly fee kicks in. An Anthropic spokesperson confirmed the financial details to WIRED, while SpaceX did not respond to requests for comment at the time of publication.

## Why Anthropic Is Willing to Pay Such a Steep Price

The sheer scale of this financial commitment underscores just how voracious Anthropic's appetite for computing resources has become. The company's AI products — particularly its rapidly growing suite of coding tools — demand enormous processing power to function at scale. Analysts and industry watchers are taking note: Anthropic's revenue for the second quarter of 2026 is projected to surpass **$10 billion**, according to reporting from The Wall Street Journal.

In a post on X, Elon Musk noted that SpaceX is currently in conversations with other companies to strike similar arrangements, hinting at a broader strategy to monetize its surplus data center capacity.

### SpaceX's Dual Monetization Play

The IPO filing frames this arrangement as a deliberate business strategy. SpaceX stated it anticipates entering additional service contracts for its computing infrastructure while simultaneously continuing to use the facilities for its own AI development needs.

"We have sufficient capacity to provide compute for our own AI models, including support of our training and inference demands, and to satisfy the obligations under these agreements," the filing reads. The company describes this as a "dual monetization strategy" designed to maximize returns on its capital investments in infrastructure.

## SpaceX Eyes the Largest IPO in US History

The release of this S-1 filing marks a pivotal moment for SpaceX as it charges toward what could become the **largest initial public offering in American history**. The company is targeting a valuation of approximately $1.75 trillion and aims to raise around $75 billion through the listing. SpaceX filed its preliminary paperwork confidentially with the Securities and Exchange Commission on April 1, leaving room to incorporate regulatory feedback. The refined version released this week could still undergo further revisions before the company makes its debut on the Nasdaq exchange under the ticker symbol SPCX — a launch potentially scheduled as early as June 12.

Financially, SpaceX reported nearly $4.7 billion in revenue for the first quarter of this year, though it also logged losses of almost $4.3 billion during the same period. For the full year 2025, revenue reached $18.7 billion, but the company still posted a $4.9 billion loss, driven largely by heavy investment in AI technology and Starship rocket development.

### Governance Concerns Draw Investor Scrutiny

Not everyone is celebrating the upcoming IPO. The S-1 filing has drawn sharp criticism from advocacy groups and institutional investors alarmed by the governance structure SpaceX is proposing. Excerpts reviewed by Reuters prior to the filing's release revealed that Musk is effectively the only person with the authority to remove himself from his CEO role. He would also retain commanding control over the board, with voting arrangements that could neutralize activist shareholders seeking to challenge company decisions. Additionally, SpaceX intends to invoke Texas state law provisions to shield itself from hostile takeovers and protect its executives and board members.

Major public pension funds, including those representing California, New York, and New York City employees, jointly issued a letter to Musk and SpaceX leadership describing the proposed governance framework as "novel and extreme" and calling it the "most management-favorable governance structure ever brought to the U.S. public markets at this scale."

"We acknowledge SpaceX's extraordinary technical and commercial achievements, and we recognize the role the company plays in U.S. national security and commercial space," the pension fund leaders wrote. "Its governance must at least adhere to the baseline protections upon which long-term institutional capital depends."

A coalition of other critics — including a prominent national teachers' union, AI safety researchers, and environmental organizations based near SpaceX facilities — have urged potential investors to carefully weigh the risks of backing a company where so much authority rests with a single individual.

## Meme Stock Risk and Retail Investor Allocation

Another source of concern is SpaceX's reported plan to allocate roughly **30 percent of initially offered shares to retail investors** — an unusually high proportion that some fear could expose the stock to meme-stock-style volatility. That said, if the IPO proceeds without major disruptions, new stock exchange regulations are expected to require certain high-traffic investment funds to automatically purchase and hold SpaceX shares, which could help both lift and stabilize the stock price over time.

### What the Leaked Details Reveal

Despite the confidential nature of early S-1 filings, several details from SpaceX's prospectus leaked ahead of the official release. Reporting from The Information indicated that Starlink, SpaceX's satellite internet service, generated approximately $11.4 billion in revenue last year, while also flagging a debt load that climbed to $23 billion. Reuters separately reported that SpaceX has poured more than $15 billion into developing Starship — a next-generation rocket intended to eventually surpass the company's proven Falcon 9 workhorse. The most recent Starship test launch was scheduled for Thursday.

Additional leaks touched on potential regulatory bans facing xAI in certain countries over concerns that its chatbot produced sexually abusive imagery, plans to invest heavily in domestic GPU manufacturing, and lingering questions about whether orbiting space-based data centers could ever become a viable commercial business.

SpaceX's IPO filing reveals Anthropic pays $1.25B per month for GPU access at Colossus data centers. Here's what the S-1 filing discloses about the deal.

SpaceX IPO: Anthropic Paying $15B a Year for AI Compute

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SpaceX IPO Filing Exposes Anthropic's $15 Billion Annual Deal for AI Computing Power

## When AI Meets the Physical World

What happens when you hand an AI agent the keys to a real robotic arm? The answer, it turns out, is surprisingly impressive. A recent experiment explored exactly that — using an AI coding agent called OpenClaw alongside OpenAI's Codex to configure, operate, and even train a physical robot arm from scratch.

The AI successfully set up the hardware, used an onboard camera to perceive its surroundings, and gradually learned to grasp objects. It even helped train a secondary AI model to pick up and place specific items. If that sounds like science fiction, it increasingly isn't.

## The Robot: A LeRobot 101

The hardware at the center of this experiment is the **LeRobot 101**, a prebuilt robotic arm that's part of an open-source initiative from HuggingFace. The project is designed to lower the barrier to entry for robotics experimentation, making it more accessible and affordable than traditional industrial systems.

The LeRobot system includes two arms working in tandem:

- A **controller arm**, operated manually by a human using a handle and trigger
- A **follower arm**, fitted with a camera, that mirrors the controller's movements

This setup enables teleoperation-based AI training. As a person moves the controller arm, the AI model observes the follower arm's camera feed and learns to replicate those movements autonomously over time.

## Building With AI: Triumphs and Growing Pains

Getting started wasn't entirely smooth. Before leveraging OpenClaw, the experimenter spent several hours attempting to connect and calibrate the robot manually — at one point nearly burning out the motors by applying incorrect settings that caused them to overheat.

Once OpenClaw and Codex entered the picture, progress accelerated significantly. The AI agent navigated the complex process of establishing connections to the robot hardware, assisted with joint calibration, and generated a Python script that combined multiple libraries to detect and grip a red ball on command.

This approach — sometimes called **vibe coding** — isn't flawless. AI-generated code can produce hallucinations and introduce bugs, particularly when dealing with specialized hardware. But the overall results were striking enough to turn heads.

### From Simple Gripping to Model Training

Grabbing a red ball was just the beginning. The next phase involved using OpenClaw to guide the training of a dedicated control model for the arm. The AI proved adept at walking through each stage of the training process and evaluating the model's error rate after every training run — a task that would typically require significant robotics expertise.

## The 'Code as Policy' Revolution

The concept powering this experiment has an academic name: **code as policy**. First introduced in a landmark 2022 research paper, the idea proposes that AI-generated code can serve as a versatile and powerful method for programming and controlling robots — one that sidesteps the need for highly specialized robotics knowledge.

Since that paper was published, AI coding capabilities have advanced at a remarkable pace, and the code-as-policy approach has gained serious momentum across research institutions worldwide.

### A New Benchmark: CaP-X

A collaborative research team from UC Berkeley, Nvidia, Carnegie Mellon University, and Stanford has developed a new evaluation framework called **CaP-X** to measure how well AI coding models can handle robotic programming tasks.

The findings are revealing. According to CaP-X results, **Google's Gemini** outperforms both Claude and ChatGPT when it comes to robot programming — likely because Google DeepMind has heavily prioritized multimodal training, equipping its models with a stronger grasp of physical-world reasoning.

Alongside the benchmark, the team released:

- **CaP-Gym** — a controlled environment for testing coding agents on both simulated and real robots
- **CaP-Agent0** — an agentic framework that significantly boosts coding model performance, enabling them to outperform some models trained specifically for direct robotic motion control

## Industry Leaders Are Taking Notice

Ken Goldberg, a prominent roboticist at UC Berkeley and one of the researchers behind this work, frames the significance clearly:

> *"AI-powered coding is super exciting because it has the potential to bridge the gap between conventional engineering methods, which are reliable but don't generalize, and contemporary vision-language-action models, which generalize but are not yet reliable."*

Goldberg's team is also collaborating with Nvidia to expand the practical reach of the code-as-policy method, working to make it compatible with a broader ecosystem of robot software tools.

Spencer Huang, who has been organizing internal robotics hackathons at Nvidia and is currently involved in a joint research project with Goldberg, believes the implications extend far beyond the lab.

> *"Nearly anyone can get into robotics, which is the true holy grail,"* Huang explains. Enabling people to direct robots through spoken commands, typed instructions, or simple physical demonstrations is, in his words, the **"critical unlock for robots in society."**

## What This Means for the Future of Robotics

The barriers that once made robotics the exclusive domain of specialists — deep programming knowledge, costly hardware, and years of training — are beginning to erode. AI-powered coding tools are emerging as a genuine equalizer, enabling enthusiasts, researchers, and developers to experiment with physical robots in ways that were unimaginable just a few years ago.

Whether this signals an imminent robotics breakthrough or simply an exciting step in a longer journey, one thing is clear: the relationship between artificial intelligence and the physical world is growing closer, faster, and more capable with every passing year.

An AI coding agent configured, operated, and trained a physical robot arm. Here's what the experiment revealed about the future of robotics and AI.

AI Agent Controls a Real Robot Arm: What Happened

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How I Gave an AI Agent Full Control of a Robotic Arm — And What Happened Next

## Hackers Target Open Source Ecosystem in Sweeping Supply Chain Attack

A sophisticated and ongoing cyberattack has successfully compromised numerous widely-used open source software packages, putting developers and organizations around the globe at serious risk. Cybersecurity researchers are raising urgent alarms as the attack continues to evolve.

### What Is Happening?

On Tuesday, leading cybersecurity firms StepSecurity and SafeDep issued warnings about a fresh wave of so-called supply chain attacks. These attacks work by targeting the developers behind popular open source projects, then exploiting that access to inject malicious code into software updates that eventually reach end users downstream.

According to findings from SafeDep, attackers seized control of at least one developer's account and proceeded to release more than 630 compromised versions across 317 separate packages — all within a staggering 20-minute window. The primary objective of this campaign is to harvest credentials from various services, including password managers, enabling the attackers to steal sensitive data and further propagate the malware.

### High-Profile Packages Affected

Among the compromised packages is Antv, a well-known library developed by Chinese tech giant Alibaba. Security researchers at JFrog Security also confirmed that in several instances, the hackers published malicious updates directly through GitHub, one of the world's most widely used software development platforms.

### The Mini Shai-Hulud Campaign

This latest wave of intrusions is part of a broader, coordinated hacking campaign that researchers have named **Mini Shai-Hulud** — a name derived from its connection to a preceding, larger-scale attack operation. The campaign specifically targets open source projects and the developers who integrate that code into their own applications and services.

In a particularly alarming development last week, hackers operating under this same campaign managed to compromise the workstations of two OpenAI employees. The breach was made possible after attackers successfully infiltrated the popular open source library **TanStack**. OpenAI, however, was just one of multiple organizations affected in that wave of attacks.

### Why Supply Chain Attacks Are So Dangerous

Supply chain attacks are especially concerning because they exploit the inherent trust developers place in open source libraries and tools. Rather than attacking a single target directly, cybercriminals compromise a shared resource used by thousands of developers simultaneously, dramatically amplifying the potential damage.

Organizations that rely on open source components — which today includes virtually every major software company — are urged to audit their dependencies immediately, monitor for suspicious package updates, and implement strict verification protocols for any third-party code integrated into their projects.

### What You Should Do

- **Audit your dependencies** regularly and look for unexpected version changes.
- **Enable multi-factor authentication** on all developer accounts and package registries.
- **Use verified security tools** to scan for malicious code within third-party libraries.
- **Stay informed** by following advisories from cybersecurity firms tracking this campaign.

As this attack remains active and ongoing, developers and security teams are strongly advised to remain vigilant and prioritize software supply chain security as a critical component of their overall cybersecurity strategy.

Hackers have compromised 317 open source packages in an ongoing supply chain campaign called Mini Shai-Hulud, targeting developers and organizations worldwide.

Supply Chain Attack Hits Dozens of Open Source Packages

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Ongoing Supply Chain Attack Compromises Dozens of Popular Open Source Packages

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