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Oracle converges the AI data stack to give enterprise agents a single version of truth

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Enterprise data teams moving agentic AI into production are hitting a consistent failure point at the data tier. Agents built across a vector store, a relational database, a graph store and a lakehouse require sync pipelines to keep context current. Under production load, that context goes stale. 

Oracle, whose database infrastructure runs the transaction systems of 97% of Fortune Global 100 companies by the company’s own count, is now making a direct architectural argument that the database is the right place to fix that problem.

Oracle this week announced a set of agentic AI capabilities for Oracle AI Database, built around a direct architectural counter-argument to that pattern.

The core of the release is the Unified Memory Core, a single ACID (Atomicity, Consistency, Isolation, and Durability)-transactional engine that processes vector, JSON, graph, relational, spatial and columnar data without a sync layer. Alongside that, Oracle announced Vectors on Ice for native vector indexing on Apache Iceberg tables, a standalone Autonomous AI Vector Database service and an Autonomous AI Database MCP Server for direct agent access without custom integration code.

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The news isn’t just that Oracle is adding new features, it’s about the world’s largest database vendor realizing that things have changed in the AI world that go beyond what its namesake database was providing.

“As much as I’d love to tell you that everybody stores all their data in an Oracle database today — you and I live in the real world,” Maria Colgan, Vice President, Product Management for Mission-Critical Data and AI Engines, at Oracle told VentureBeat. “We know that that’s not true.”

Four capabilities, one architectural bet against the fragmented agent stack

Oracle’s release spans four interconnected capabilities. Together they form the architectural argument that a converged database engine is a better foundation for production agentic AI than a stack of specialized tools.

Unified Memory Core. Agents reasoning across multiple data formats simultaneously — vector, JSON, graph, relational, spatial — require sync pipelines when those formats live in separate systems. The Unified Memory Core puts all of them in a single ACID-transactional engine. Under the hood it is an API layer over the Oracle database engine, meaning ACID consistency applies across every data type without a separate consistency mechanism.

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“By having the memory live in the same place that the data does, we can control what it has access to the same way we would control the data inside the database,” Colgan explained.

Vectors on Ice. For teams running data lakehouse architectures on the open-source Apache Iceberg table format, Oracle now creates a vector index inside the database that references the Iceberg table directly. The index updates automatically as the underlying data changes and works with Iceberg tables that are managed by Databricks and Snowflake. Teams can combine Iceberg vector search with relational, JSON, spatial or graph data stored inside Oracle in a single query.

Autonomous AI Vector Database. A fully managed, free-to-start vector database service built on the Oracle 26ai engine. The service is designed as a developer entry point with a one-click upgrade path to full Autonomous AI Database when workload requirements grow.

Autonomous AI Database MCP Server. Lets external agents and MCP clients connect to Autonomous AI Database without custom integration code. Oracle’s row-level and column-level access controls apply automatically when an agent connects, regardless of what the agent requests.

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“Even though you are making the same standard API call you would make with other platforms, the privileges that user has continued to kick in when the LLM is asking those questions,” Colgan said.

Standalone vector databases are a starting point, not a destination

Oracle’s Autonomous AI Vector Database enters a market occupied by purpose-built vector services including Pinecone, Qdrant and Weaviate. The distinction Oracle is drawing is about what happens when vector alone is not enough.

“Once you are done with vectors, you do not really have an option,” Steve Zivanic, Global Vice President, Database and Autonomous Services, Product Marketing at Oracle, told VentureBeat. “With this, you can get graph, spatial, time series — whatever you may need. It is not a dead end.”

Holger Mueller, principal analyst at Constellation Research, said that the architectural argument is credible precisely because other vendors cannot make it without moving data first. Other database vendors require transactional data to move to a data lake before agents can reason across it. Oracle’s converged legacy, in his view, gives it a structural advantage that is difficult to replicate without a ground-up rebuild.

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Not everyone sees the feature set as differentiated. Steven Dickens, CEO and principal analyst at HyperFRAME Research, told VentureBeat that vector search, RAG integration and Apache Iceberg support are now standard requirements across enterprise databases — Postgres, Snowflake and Databricks all offer comparable capabilities. 

“Oracle’s move to label the database itself as an AI Database is primarily a rebranding of its converged database strategy to match the current hype cycle,” Dickens said. In his view the real differentiation Oracle is claiming is not at the feature level but at the architectural level — and the Unified Memory Core is where that argument either holds or falls apart.

Where enterprise agent deployments actually break down

The four capabilities Oracle shipped this week are a response to a specific and well-documented production failure mode. Enterprise agent deployments are not breaking down at the model layer. They are breaking down at the data layer, where agents built across fragmented systems hit sync latency, stale context and inconsistent access controls the moment workloads scale.

Matt Kimball, vice president and principal analyst at Moor Insights and Strategy, told VentureBeat the data layer is where production constraints surface first.

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 “The struggle is running them in production,” Kimball said. “The gap is seen almost immediately at the data layer — access, governance, latency and consistency. These all become constraints.”

Dickens frames the core mismatch as a stateless-versus-stateful problem. Most enterprise agent frameworks store memory as a flat list of past interactions, which means agents are effectively stateless while the databases they query are stateful. The lag between the two is where decisions go wrong.

“Data teams are exhausted by fragmentation fatigue,” Dickens said. “Managing a separate vector store, graph database and relational system just to power one agent is a DevOps nightmare.”

That fragmentation is precisely what Oracle’s Unified Memory Core is designed to eliminate. The control plane question follows directly.

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“In a traditional application model, control lives in the app layer,” Kimball said. “With agentic systems, access control breaks down pretty quickly because agents generate actions dynamically and need consistent enforcement of policy. By pushing all that control into the database, it can all be applied in a more uniform way.”

What this means for enterprise data teams

The question of where control lives in an enterprise agentic AI stack is not settled.

Most organizations are still building across fragmented systems, and the architectural decisions being made now — which engine anchors agent memory, where access controls are enforced, how lakehouse data gets pulled into agent context — will be difficult to undo at scale.

The distributed data challenge is still the real test.

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“Data is increasingly distributed across SaaS platforms, lakehouses and event-driven systems, each with its own control plane and governance model,” Kimball said. “The opportunity now is extending that model across the broader, more distributed data estates that define most enterprise environments today.”

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USPS 8% Surcharge Could Hit Small Businesses and Shoppers Alike

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It’s about to cost more to ship packages through the United States Postal Service. The USPS said Wednesday that it will implement a temporary 8% surcharge beginning in April “to better align its costs of transportation with the market.” Like everyone, the post office is facing higher fuel costs driven by ongoing turmoil in the Middle East.

The proposed increase will affect Priority Mail Express, Priority Mail, USPS Ground Advantage and Parcel Select, but not first-class stamps and other products and services.

If the Postal Regulatory Commission approves the measure, the price change will begin on April 26 at midnight Central Time and expire on Jan. 17, 2027, at midnight Central Time. At that time, the USPS will assess if the surcharge will continue.

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Last week, Postmaster General David Steiner told Congress that the USPS will run out of money by next February. He requested that Congress lift regulatory restrictions so that the postal service can raise prices on products and services. 

The Postal Service has been financially underwater for nearly two decades. The Government Accountability Office added the agency to its High Risk List in 2009. Since 2007, it has incurred over $100 billion in financial losses. 

Much of the reason for these losses is the company’s mandate to deliver to over 170 million addresses during a six-day work week. According to The Wall Street Journal, which originally broke this story, that mandate has led to “71% of delivery routes being financially underwater.” That math roughly translates to three in five post offices being unable to cover their operating costs. 

Shipping competitors, such as FedEx and United Parcel Service, have had fuel surcharges in place for years. Due to the ongoing oil crisis and rise in gas prices, they have increased these fees in recent weeks.

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Jury rules against Meta and YouTube in social media addiction case

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A jury in Los Angeles has found that Meta and YouTube were negligent in a closely-watched trial over social media addiction. The companies were ordered to pay $6 million in damages to the woman who said she was harmed by their addictive features as a child.

The case was brought by a 20-year-old woman, named in court documents as “K.G.M,” who sued Meta, YouTube, TikTok and Snap, saying that she had been harmed by the platforms as a child due to addictive features. TikTok and Snap reached a settlement ahead of the trial.

According to NBC News, Meta was ordered to pay 70 percent of the $3 million in compensatory damages with YouTube taking on the remaining portion. The jury awarded an additional $3 million in punitive damages. “We respectfully disagree with the verdict and are evaluating our legal options,” a Meta spokesperson said in a statement. “We disagree with the verdict and plan to appeal.,” Google spokesperson José Castañeda said in a statement. “This case misunderstands YouTube, which is a responsibly built streaming platform, not a social media site.”

The weeks-long trial has been closely watched because it’s the first of many court cases in which plaintiffs have argued that social media platforms harmed minors due to how they were designed. Meta’s lawyers and executives have disputed the idea that social media should be considered an “addiction.” CEO Mark Zuckerberg testified that the company wants Instagram to be “useful,” and repeatedly accused the plaintiff’s lawyer of “mischaracterizing” his past statements.

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“This is the first time in history a jury has heard testimony by executives and seen internal documents that we believe prove these companies chose profits over children,” Joseph VanZandt, one of K.G.M.’s lawyers, said in a statement to The New York Times,

For Meta, it’s the second legal setback in as many days. The verdict comes one day after a jury in New Mexico ruled against Meta in a trial over child safety issues. The company was ordered to pay $375 million in penalties; the company said it would appeal.

Update, March 25, 2026, 11:22AM PT: Added a statement from Google.

Update. March 25, 2026, 2:05PM PT: Added details about punitive damages.

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Amazon Spring Sale Deal: The Typhur Dome 2 Air Fryer Is 30% Off

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I was a late convert to air fryers, in part because I worried about versatility: Just how many wings and nuggets and fries does anyone need? (Don’t answer. The answer will incriminate you.)

The Typhur Dome 2 is the air fryer that obliterated this worry, by adding pizza, browned meats, grilled asparagus, and toasted bread to this list—not to mention perfect crispy bacon. It’s an innovative device that takes over most of the functions of a classic auxiliary oven, but with far more powerful convection.

After testing more than 30 air fryers over the past year, the Dome 2 is the one I far and away recommend as the most powerful, versatile, accurate, and fast air fryer I know. I’ve evangelized for this thing ever since I first tried it last year. But the one big caveat is always the price: It’s listed at $500 and rarely dips much below $400.

So imagine my surprise when I saw the Dome 2 dip to $340 for Amazon’s Spring Sale, the lowest I’ve seen it since Black Friday. If you’ve been hunting for an upgrade to your old basket air fryer, this is probably a good time. The sale lasts until March 31.

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  • Photograph: Matthew Korfhage

  • Photograph: Matthew Korfhage

  • Photograph: Matthew Korfhage

Fast, Versatile, App-Controlled Cooks

So why’s the Dome 2 my favorite air fryer? Typhur, a tech-forward company based in San Francisco but with engineering and manufacturing ties to China, reimagined the shape and function of the classic basket fryer by creating a broader and shallower basket, with individually controllable dual heating elements.

This means the Dome 2 has room for a freezer pizza, and can apply direct heat from the bottom to add actual char-speckle and crispness to the crust, kind of like a combination grill-oven. The Dome’s shallow basket also lets you spread out ingredients in a single layer for excellent airflow, while heating from both sides. I can crisp two dozen wings in just 14 minutes (or 17 minutes if I fry hard). The Dome also toasts bread evenly, and crisps bacon without smelling up the house—in part because it has a helpful self-clean function.

Temp accuracy is within 5 or 10 degrees of target, and the fan can adjust its speed depending on the cooking mode. And the smart app is actually useful, with about 50 recipes ranging from asparagus to eclair to a flank steak London broil that can be synced with a button-press. But note that some functions, such as baking, need the app to work, and the device is more of a counter hog than taller basket fryers.

Typhur’s Probe-Assisted Oven Also on Sale

The Dome 2’s basket is a bit shallow for a whole bird or a large roast, however. If you want a convection device for larger meats, I often recommend the Breville Smart Oven Air Fryer Pro, which is among my favorite convection toaster ovens. This is a (very) smart oven and air fryer that doesn’t crisp up wings and fries quite as well as basket fryers, but is more versatile for roasting big proteins like a whole chicken. The Breville is also on a nice sale right now, dropping by 20 percent.

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Breville Smart Oven Air Fryer Pro

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the Smart Oven Air Fryer Pro

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How to use Playlist Playground to build Apple Music playlists in seconds

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Apple Music’s new Playlist Playground feature is a prompt-driven playlist builder that’s fast and surprisingly useful, even if it won’t replace a carefully curated mix. Here’s how to start playing, and how well it works.

Tablet and smartphone displaying a dark-themed music app with playlists and song lists, set against a colorful gradient background transitioning from blue to pink, orange, and green
Apple Music’s new Playlist Playground

Apple added Playlist Playground to Apple Music on March 24 with iOS 26.4 and iPadOS 26.4. It lets users build playlists by describing what they want instead of adding songs one by one.
Building playlists in Apple Music takes time, especially when you’re chasing a specific mood. Playlist Playground cuts that down to a few seconds, making it useful as a starting point.
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Bubble AI app builder abused to steal Microsoft account credentials

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Bubble AI app builder abused to steal Microsoft account credentials

Threat actors are evading phishing detection in campaigns targeting Microsoft accounts by abusing the no-code app-building platform Bubble to generate and host malicious web apps.

Because the web app is hosted on a legitimate platform, email security solutions do not flag the link as a potential threat, allowing users to access the page.

Security researchers at Kaspersky say that threat actors are using the new method to redirect users to the actual phishing page, which is often mimicking a Microsoft login portal that is sometimes hidden behind a Cloudflare check.

Any credentials entered on these fake web pages are siphoned to the phishing actor, who may then use them to access email, calendar, and other sensitive data associated with Microsoft 365 accounts.

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The phishing page
The Microsoft-themed phishing page
Source: Kaspersky

Bubble is a no-code AI-powered platform where users describe the app they want to build and then the platform automatically generates the backend logic and frontend.

The resulting apps are hosted on Bubble’s infrastructure under *.bubble.io, which is a trusted domain unlikely to trigger security warnings from email security solutions.

Phishing actors take advantage of this by creating Bubble apps that consist of large, complex JavaScript bundles and Shadow DOM-heavy structures, which are not flagged as redirection scripts or classified as malicious by static and automated analysis tools.

“The code generated by this no-code platform is a massive jumble of JavaScript and isolated Shadow DOM (Document Object Model) structures,” explains Kaspersky.

“Even for an expert, it’s difficult to grasp what’s happening at first glance; you really have to dig through it to understand how it all works and what the purpose is.”

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“Automated web-code analysis algorithms are even more likely to get tripped up, frequently reaching the verdict that this is just a functional, useful site.”

Code fragment of a Bubble app
Code fragment of a Bubble app
Source: Kaspersky

The researchers warn that the tactic of abusing AI-powered app builders for evasion in phishing campaigns is very likely to be adopted by phishing-as-a-service (PhaaS) platforms and integrated into phishing kits that are widely used by lower-tier cybercriminals.

These platforms already provide session cookie theft, adversary-in-the-middle (AiTM) layers that bypass two-factor authentication (2FA), geo-fencing, anti-analysis tricks, and AI-generated email content, so the abuse of legitimate platforms will only increase the stealth of these attacks.

BleepingComputer has contacted Bubble for a comment about Kaspersky’s findings and any plans to strengthen anti-abuse protections, but we have not received a response by publishing time.

Malware is getting smarter. The Red Report 2026 reveals how new threats use math to detect sandboxes and hide in plain sight.

Download our analysis of 1.1 million malicious samples to uncover the top 10 techniques and see if your security stack is blinded.

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T-Mobile customers have a week to sign up for a free year of MLB.TV

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Today marks the start of the 2026 baseball season and in what has sort of become an annual tradition, T-Mobile is once again offering a free subscription to MLB.TV.

In order to take advantage of the deal, T-Mobile customers simply need to log into the T Life app, navigate to the Benefits tab and then hit Redeem after clicking the banner for a free season of MLB.TV. From there, you just need to download the latest version of the MLB app to your mobile device and sign in or create an account. That said, this is a time-limited offer, so if you want the ability to stream regular season baseball for free, you’ll need claim the deal prior to March 31 at 4:59 AM ET. For anyone on a different carrier, this may be enough time to switch providers and still get in on the savings.

Unfortunately, MLB.TV is subject to blackouts and market restrictions, so depending on where you live and where your favorite team is playing that day, you may not be able to catch every game. Sadly, this includes tonight’s 8:05 PM ET matchup between the New York Yankees and the San Francisco Giants, which is streaming exclusively on Netflix. Even so, with a one-year subscription to MLB.TV currently going for $150, this is one of the best perks available from any of the big cellular carriers.

In addition to full season of games, an MLB.TV subscription also includes access to a collection of baseball documentaries, game streams from previous years, World Series films, highlights, news and more. And with over 1.25 million customers having redeemed last year’s offer, this is potentially one of T-Mobile’s biggest offers of the year, with the company claiming to have delivered more than $1 billion in savings since it first started running the promotion 10 years ago in 2016.

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Today’s NYT Mini Crossword Answers for March 26

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Looking for the most recent Mini Crossword answer? Click here for today’s Mini Crossword hints, as well as our daily answers and hints for The New York Times Wordle, Strands, Connections and Connections: Sports Edition puzzles.


Baseball is back! You’ll see baseball images patterned throughout today’s Mini Crossword grid, and when you solve the puzzle, they’ll spell out a certain word. Play ball! Er, read on for all the answers. And if you could use some hints and guidance for daily solving, check out our Mini Crossword tips.

If you’re looking for today’s Wordle, Connections, Connections: Sports Edition and Strands answers, you can visit CNET’s NYT puzzle hints page.

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Read more: Tips and Tricks for Solving The New York Times Mini Crossword

Let’s get to those Mini Crossword clues and answers.

completed-nyt-mini-crossword-puzzle-for-march-26-2026.png

The completed NYT Mini Crossword puzzle for March 26, 2026.

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NYT/Screenshot by CNET

Mini across clues and answers

1A clue: Degrees for boardroom execs
Answer: MBAS

5A clue: “___ want for Christmas …”
Answer: ALLI

6A clue: What Hamlet holds while giving his “Alas, poor Yorick!” speech
Answer: SKULL

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7A clue: Wild, as an animal
Answer: FERAL

8A clue: Sphere
Answer: ORB

Mini down clues and answers

1D clue: Word after “match” or “mischief”
Answer: MAKER

2D clue: Bit of writing on a book jacket
Answer: BLURB

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3D clue: Penne ___ vodka
Answer: ALLA

4D clue: Window ledge
Answer: SILL

6D clue: Bay Area airport, for short
Answer: SFO

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Version 1 opens new Dublin HQ, adds 250 local jobs

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Version 1 says it has chosen its new Dublin HQ for its ‘state-of-the-art AI Studio’ and will add 250 roles locally.

The new HQ at Four Park Place in Dublin will see it become neighbours to Apple when they officially open their new Dublin offices later this year, and sees the Irish technology provider reach a headcount of some 3,700 globally.

The Dublin jobs news follows an announcement earlier this month at the UK-Ireland Summit that it would create 1,000 jobs across the UK and Northern Ireland, as part of its plans to invest £40m into the UK market over the next few years.

Version 1 was founded in Dublin in 1996 and offers a range of technology services to global organisations. It has other key hubs in London, Edinburgh and Belfast, but has chosen Dublin for its AI studio as it focuses in on AI. At the summit, it said the majority of the 1,000 UK roles would also be AI-focused, and around 400 of the roles would be in Northern Ireland.

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“This is more than an office opening. It is a statement of intent,” said Roop Singh, CEO of Version 1. “30 years ago, Version 1 was founded in Dublin with a commitment to making technology deliver extraordinary business outcomes and citizen welfare. That commitment has not changed, but the scale and ambition have.

“Our principal belief is that AI enhances human capability, it does not replace it. This studio is where we will prove that, working alongside our customers and communities to build AI solutions that are practical, governed and grounded in real business outcomes.”

“Version 1’s continued growth and investment in Ireland is a powerful example of an Irish company winning on the global stage,” said Kevin Sherry, executive director at Enterprise Ireland, which has worked closely with Version 1 to support international growth. “The opening of this AI Studio positions Ireland as a serious centre for AI innovation and reinforces our ability to develop and retain world-class technology talent.

“Ambitious companies like Version 1 embody Enterprise Ireland’s mission that Irish-owned, globally-focused companies will be the primary driver of our economy,” he added.

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Version 1 says the AI Studio has been designed as a space to “harness the power of technology by co-creating solutions to complex problems alongside customers from all sectors”, and added that it will be available to schools, universities and community groups in an effort to “democratise” technology. Version 1 says AI must “carry a social licence and be developed responsibly”.

The opening was attended by Minister for Enterprise, Tourism and Employment Peter Burke, TD who described Version 1 as “a blueprint for how Ireland creates, retains and scales world-class technology companies”.

“This new headquarters represents significant inward investment in Ireland’s economy and talent base and cements our position as a premier hub for AI and business transformation services at a time when nations are competing for AI leadership,” he said.

Minister of State for Trade Promotion, Artificial Intelligence and Digital Transformation Niamh Smyth, TD also attended the launch and said it was Ireland’s ambition to be “at the forefront of responsible AI adoption”.

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“Version 1’s new AI Studio demonstrates what is possible when Irish enterprise combines deep technical expertise with a genuine commitment to community partnership and skills development,” she said.

Don’t miss out on the knowledge you need to succeed. Sign up for the Daily Brief, Silicon Republic’s digest of need-to-know sci-tech news.

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It’s here! NASA reveals full livestream schedule for crewed moon mission

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The excitement is building with NASA now just a few days away from sending four astronauts on a voyage around the moon.

On Wednesday, the space agency shared its schedule for coverage of the final buildup and main event, including a Q&A with the astronauts this Friday, blast off on Wednesday, April 1, and regular updates as the crew make their way to the moon.

Americans Reid Wiseman, Victor Glover, and Christina Koch, together with Canadian Jeremy Hansen, will leave the launchpad aboard an Orion spacecraft carried skyward by NASA’s massive Space Launch System (SLS) rocket.

They’ll spend several days in Earth orbit checking the spacecraft’s systems before heading toward the moon. They won’t land on the lunar surface, but instead fly around it on a journey that will take humans farther from Earth than at any time since the Apollo era more than five decades ago.

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Below is a summary of the events linked to the upcoming Artemis II mission. All times are Eastern Time (ET):

Friday, March 27

2:30 p.m.: The Artemis II crew will arrive at the Kennedy Space Center for a Q&A session with the press. NASA chief Jared Isaacman will also be in attendance, along with CSA (Canadian Space Agency) president Lisa Campbell.

Sunday, March 29

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9:30 a.m.: The Artemis II crew will spend some time answering additional media questions, but this time virtually, from their quarantine facility.

2 p.m.: NASA officials linked to the mission will hold a status update on preparations for the Artemis II launch.

Monday, March 30

5 p.m.: Following a key mission meeting, NASA will host a news conference to provide a status update on preparations for launch.

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Tuesday, March 31

1 p.m.: The space agency will hold a prelaunch news conference on the countdown status.

Wednesday, April 1

7:45 a.m.: Coverage begins on NASA+ of the tanking operations to load propellant into the SLS rocket. The livestream will include various views of the rocket and commentator analysis.

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12:50 p.m.: NASA+ begins the official livestream for the much-anticipated launch, which is targeted for no earlier than 6:24 p.m. Following liftoff, coverage will continue on YouTube after Orion’s solar array wings deploy in space.

Around two-and-a-half hours after launch, and after the SLS rocket’s upper stage has performed a burn to send Orion and its crew to high-Earth orbit, NASA will hold a news conference to offer an update on the mission. The start time could change, depending on the precise liftoff time. In fact, the entire schedule could change, according to how the final preparations proceed. NASA will post any developments on its X account.

For information on the timing of daily updates during the mission, including live link-ups with the crew, check out NASA’s full schedule.

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The least surprising chapter of the Manus story is what’s happening right now

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Okay, so the U.S. and China are locked in an all-out race to build the most powerful AI on the planet. Beijing is throwing billions at homegrown models, tightening its grip on the tech sector, and watching nervously as its best AI talent gravitates to U.S. companies. A Carnegie Endowment study published late last year found that 87 of the 100 top Chinese AI researchers at U.S. institutions in 2019 are still there.

Yet Manus — one of China’s most buzzed-about AI startups — quietly relocated to Singapore and sold itself to Meta for $2 billion. Did anyone think there would not be a reckoning over this tie-up?

As industry watchers know, Manus burst onto the scene in the spring of last year with a demo video showing an AI agent screening job candidates, planning vacations, and analyzing stock portfolios, and it cheekily claimed it outperformed OpenAI’s Deep Research. Within weeks, Benchmark — the consummate Silicon Valley venture firm — led a $75 million funding round at a $500 million valuation. That was surprising. (Senator John Cornyn had thoughts, tweeting at the time, “Who thinks it is a good idea for American investors to subsidize our biggest adversary in AI, only to have the CCP use that technology to challenge us economically and militarily? Not me.”)

By December, Manus had millions of users and was pulling in over $100 million in annual recurring revenue. Then Meta came calling, and Mark Zuckerberg, who has staked the company’s future on AI, snapped it up for $2 billion.

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It’s worth noting that Manus didn’t just sell itself to an American buyer; it spent the better part of last year actively trying to operate outside China’s orbit. The company relocated its headquarters and core team from Beijing to Singapore, restructured its ownership, and after the Meta deal was announced, Meta pledged to cut all ties with Manus’s Chinese investors and shut down its operations in China entirely. By every measure, Manus was trying to make itself a Singapore company.

But if that string of events raised eyebrows in Washington, you can only imagine that in Beijing, they were apoplectic.

China has a phrase for all of this: “selling young crops” — homegrown AI companies that move abroad and sell themselves to foreign buyers before they’ve fully matured, taking their intellectual property and talent with them.

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October 13-15, 2026

Beijing hates it and has spent years establishing that no company operates outside its reach. Surely, we all remember that time Jack Ma gave a speech in 2020, mildly criticizing Chinese regulators, after which he disappeared from public life for months, Ant Group’s blockbuster IPO was killed overnight, and Alibaba was handed a $2.8 billion fine. China then spent the next two years methodically dismantling its own booming tech sector, wiping out hundreds of billions in market value. Chinese leaders are many things, but subtle is not one of them.

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Which is why it wasn’t entirely surprising when, on Tuesday, the Financial Times reported that Manus co-founders Xiao Hong and Ji Yichao were summoned to a meeting this month with China’s National Development and Reform Commission and told that they wouldn’t be leaving the country for a while. No formal charges have been filed — just an inquiry into whether the Meta deal violated Beijing’s foreign investment rules.

Beijing is calling it a routine regulatory review.

At some point, someone at Manus probably thought they’d gotten away with it, and maybe they still will. But given the stakes of the AI race, that was always a big gamble. Now Beijing wants answers; Manus’s founders are apparently not going anywhere until it gets them.

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