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🧵Our unique full-stack approach to AI lets us deliver powerful, cost-efficient products to developers and everyday users. But what exactly does it mean when a technology system is "full-stack,” and why is it so important to our approach? We talked to @rseroter, senior director and chief evangelist at @googlecloud, to break it all down 👇 Where does the phrase “full-stack” come from, and what does it mean when we’re talking about tech? @rseroter: The term "full-stack" originally came out in software development a decade or so ago — usually in regard to applications. Historically, building an app required multiple specialized teams: a front-end developer to build beautiful user interfaces, a back-end developer to handle server-side logic and a dedicated database team. The concept of a "full-stack engineer" emerged to describe a developer who could work across all of these functions independently. Instead of constantly handing off components from one person to another, a full-stack engineer could take an idea from a rough concept all the way to a fully running piece of software.

Most of the foreigners to be found in Chinese hospitals are still residents rather than medical tourists, but big cities are starting to receive more patients from abroad. Not everyone is happy about that

SpaceX has now completed its 60th dedicated Starlink launch of 2026, putting nearly 1,600 new Starlink satellites into orbit this year alone All in just under 6 months That is an insane pace The Starlink constellation keeps growing every single week, bringing high-speed internet to more people around the world

🚨 SAMSUNG, SK HYNIX, AND MICRON ARE GETTING SUED FOR ENGINEERING THE MEMORY CHIP SHORTAGE. The lawsuit, filed June 25 in California, accuses the three companies of using their pivot to AI memory chips as cover to cut production of regular DRAM, the memory used in everyday laptops and phones. DRAM prices have risen roughly 500-700% over the past four years. Micron reportedly shut down its consumer DRAM brand, Crucial, at the most profitable price point in its history, a move the lawsuit calls economically irrational unless it was coordinated. The lawsuit points directly to Apple's recent price hikes on iPads and Macs as evidence the damage is already reaching consumers. This isn't the first time. Between 1998 and 2002, Samsung, Hynix, Micron, Infineon, and Elpida ran an actual price fixing cartel, confirmed by US federal prosecutors. Samsung paid a $300 million criminal fine, Hynix paid $185 million, and Infineon paid $160 million, with several executives serving real prison time, sentences ranging from 4 to 14 months. The new lawsuit alleges Samsung and SK Hynix later rehired and promoted some of those same convicted executives into senior roles. Together, the three companies control the vast majority of global DRAM supply today, and building a single new DRAM factory costs $15 to $20 billion and takes years, making it nearly impossible for new competitors to break in and undercut them. That's the core problem this lawsuit is targeting. Three companies with total control over a market everyone depends on, the same companies already convicted once before, now facing the same accusation again while prices keep climbing and ordinary buyers have nowhere else to turn. Jefferies doesn't expect relief anytime soon. Prices are forecast to climb another 40-50% next quarter, then a further 30-40% on top of that the quarter after, meaning prices could roughly double by year end. 2027 is expected to bring another 40-45% increase on top of that, with no real normalization expected until 2028.

Andy Burnham will pledge to deliver 'good growth in every postcode' of the UK, using his first major speech as prime minister-in-waiting to target another decade of Labour government.

Prayed at the Arulmigu Navasakthi Vinayagar Temple in Victoria, the prominent Hindu temple of Seychelles. May Bhagwan Shri Ganesh bless everyone with wisdom, strength and prosperity.

𝐈𝐦𝐚𝐠𝐢𝐧𝐞 𝐢𝐧𝐯𝐞𝐬𝐭𝐢𝐧𝐠 𝐦𝐢𝐥𝐥𝐢𝐨𝐧𝐬 𝐢𝐧𝐭𝐨 𝐚 𝐬𝐭𝐚𝐫𝐭𝐮𝐩. You help them raise capital, introduce them to advisors, open doors to partnerships, and celebrate every funding announcement. Then six months later, the founder calls you with the same problem: 𝙒𝙚 𝙝𝙖𝙫𝙚 𝙗𝙪𝙞𝙡𝙩 𝙩𝙝𝙚 𝙥𝙧𝙤𝙙𝙪𝙘𝙩… 𝙗𝙪𝙩 𝙬𝙚 𝙖𝙧𝙚 𝙨𝙩𝙧𝙪𝙜𝙜𝙡𝙞𝙣𝙜 𝙩𝙤 𝙜𝙚𝙩 𝙪𝙨𝙚𝙧𝙨. This happens more often than people realize because raising money and acquiring users are two completely different challenges. Capital can accelerate growth, but it can’t manufacture genuine adoption. That is why the smartest investors are beginning to think differently. Instead of asking, 𝙃𝙤𝙬 𝙘𝙖𝙣 𝙄 𝙛𝙪𝙣𝙙 𝙢𝙤𝙧𝙚 𝙘𝙤𝙢𝙥𝙖𝙣𝙞𝙚𝙨? they are asking, 𝙃𝙤𝙬 𝙘𝙖𝙣 𝙄 𝙝𝙚𝙡𝙥 𝙚𝙫𝙚𝙧𝙮 𝙘𝙤𝙢𝙥𝙖𝙣𝙮 𝙞𝙣 𝙢𝙮 𝙥𝙤𝙧𝙩𝙛𝙤𝙡𝙞𝙤 𝙜𝙧𝙤𝙬? Imagine if your portfolio companies didn’t just receive advice, they received a verified user acquisition channel from day one. Not bots. Not vanity metrics. Not campaigns designed to inflate dashboards. Real people completing real actions inside their products. That is where @ActionModelAI changes the conversation. Instead of simply connecting founders to capital, ecosystem partners can connect them to verified adoption while creating an additional revenue stream through every successful partnership. Sometimes the biggest investment opportunity is not writing another cheque. It is helping the companies you have already backed succeed.