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MacBook Neo review: niceness on a budget
For over 40 years, “Mac vs. PC” has been technology’s most iconic rivalry. Yet in many ways, it’s been an indirect one. Apple, being Apple, has mostly stuck to computers with four-digit price tags—a rarefied territory where it can make the products it wants to make, not just the ones a given price point allows. Meanwhile, one of the best things about Windows PCs is that there’s something for everyone, including folks who don’t have a ton of money to spend. Every once in a while, though, Apple does ship something whose identity is defined by its attractive cost. I can’t think of any example more potentially impactful than its latest laptop, the MacBook Neo. It goes on sale tomorrow, in two versions whose prices—$599 and $699—are both unprecedented for a new Apple portable. I’ve been spending a few days with a review unit supplied by the company. Though the cheapest Windows laptops are still far cheaper, the Neo makes the Mac vs. PC debate relevant to a much wider swath of computer shoppers than before. According to third-party research, the Mac presently accounts for a little under 9% of computer shipments, a share that has grown but not exploded over the past decade. By putting a Mac within reach of more people, the arrival of the MacBook Neo could goose that figure in a way that few other developments could. Already, the Neo answers a question that people have been wondering about for eons: If Apple were to build a MacBook on a tighter budget, how would it turn out? It’s no shocker that it’s less lavishly equipped than its pricier stablemates, sometimes in totally obvious ways. On the Neo, MacBook features we thought were standard—like MagSafe and a backlit keyboard—aren’t available at all. But even if the MacBook Neo is a tad basic by Apple standards, it retains the overarching virtue that makes a MacBook a MacBook: niceness. In no way does it look or feel like a cheap laptop. The attributes that shape the experience most—screen quality, keyboard and trackpad comfort, audio fidelity—retain a premium feel. MacOS has sufficient processing power from the A18 Pro CPU (formerly an iPhone Pro chip) and 8 GB of RAM to perform everyday tasks well. There are certainly competent Windows laptops in the same price range as the MacBook Neo, many of which have more storage, larger screens, or features wholly unavailable on a Mac, such as touchscreens. Niceness, however, is harder to come by in Windowsland—especially since plastic, rather than the Neo’s aluminum, is the case material of choice. The Neo’s closest counterpart might be Microsoft’s 13″ Surface Laptop, but it’s a $900 computer, not a $600 or $700 one. Different yet familiar When Apple offers multiple variants of a product at different price points, the dividing lines can get murky. For example, the iPad Air—which I think of as the iPad Almost Pro—starts at $400 less than the iPad Pro. But it tops out at $1,099, which is $100 more than the base Pro. By contrast, the MacBook Neo is not a MacBook Almost Air. With a price differential of $400 between the most expensive Neo and cheapest Air, there’s no way it could be. I can’t imagine many people who can reasonably afford a MacBook Air opting for a Neo on the grounds that the differences between the two computers are insignificant. That’s probably good news for Apple, which would not benefit if MacBook Air buyers migrated en masse to the Neo. Then again, Apple smartly didn’t go out of its way to make the Neo feel like a lesser computer. It’s slightly chunkier than the smaller Air model, and its 13″ screen shaves off .6″ of display real estate, which is enough to notice without turning the Neo into a mini-laptop like the old 11.6″ MacBook Air or 12″ MacBook. But the 2.7-pound weight is identical to the 13.6″ Air, the industrial design is comfortably familiar, and the claimed battery life—up to 16 hours—is only a little less epic. The big differences are visual: The Neo comes in a slightly more playful selection of colors, with matching almost-white keyboards rather than the Air’s black one. My review unit is “Citrus,” which seemed to vamp between being a pale yellow and various subdued shades of green depending on lighting conditions. When it comes to features and tech specs, Apple appears to have worked its way through a list of the MacBook Air’s capabilities and asked itself: Which of these might a relatively casual, cost-conscious user be willing to live without, or maybe not even notice is missing? For example, the Neo’s display, though pleasing, lacks advanced features such as True Tone technology, which adjusts color temperature on the fly. The Neo uses an older version of Wi-Fi, and one of its two USB-C ports runs at only USB 2.0 speed, a 26-year-old standard. It lacks MagSafe charging and has a camera that doesn’t support the Center Stage subject-centering technology. These all strike me as eminently sensible compromises to grind down the Neo’s component costs. I was, however, bugged by the absence of Touch ID on the $599 unit I tried. Reacquainting myself with the need to type my password again and again wasn’t fun, and I kept absent-mindedly jabbing at the key where the Touch ID sensor would be if it were available. (The $699 model adds the feature and doubles the storage to 512 GB.) As someone who spends too much time computing when I should be sleeping, I also winced a little at Apple’s decision to omit keyboard backlighting. Of course, you may have an entirely different set of items you deem essential or utterly dispensable. Apple was never going to please everyone. But it’s struck a reasonable balance, and given itself a few logical ways to upgrade any future generations of the Neo that may come along. As for what it feels like to run macOS on a laptop with a smartphone-class chip and a modest amount of RAM, Apple seems to have provided the MacBook Neo with sufficient oomph to get by. I’ve been using a bunch of apps I depend on for real work, such as Microsoft Teams, Airtable, Microsoft Excel, and Hey email. I also performed some light image editing in Photoshop. The Neo was never overwhelmed. If I’d tried to push it to its limits, it might have been—but if you’re the kind of person who’s likely to push a computer to its limits, the Neo is not for you in the first place. The Neo may also not be ideal if you’re the type of person who thinks of a new computer as a long-term investment. Typically, I recommend that people buy machines they can grow into, with a bit more RAM and storage space than their present needs absolutely demand. The $699 Neo’s 512 GB of storage is worth the $100 premium, but neither version provides much headroom for tomorrow’s needs. If Apple comes up with some sensational Apple Intelligence feature a few years hence—one involving AI that runs on-device—will the Neo be able to handle it as well as an Air, or at all? I’m not sure, and Apple might not be, either. Overall, though, the MacBook Neo is one of Apple’s best recent products, even though its innovation is all about thoughtful cost control, not new features. Along with being a compelling option for anyone shopping for a laptop in its price range, it’s the perfect Mac for kids and other loved ones who might otherwise have inherited a dented, poky hand-me-down. I would not be startled to see it fly off shelves. If it’s a hit, makers of Windows PCs will surely take notice. Historically, they’ve done some of their best work when they’ve felt Apple’s competition most keenly, which is one reason why Windows laptops magically get slicker when they hit the MacBook Air’s price zone. Similarly, the Neo’s influence could lead to more polished Windows portables in the $600-$700 range. It would be a win for everyone concerned if the whole category got a little less plasticky and a little more, well, nice. View the full article
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Odey’s ex-CEO labelled him a ‘sex pest’, court told
Tribunal kicks off hearing of hedge fund founder’s appeal against UK financial watchdogView the full article
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Photoshop’s new AI assistant makes it easer than ever to edit images
Today Adobe is launching the public beta of its new AI assistant for Photoshop Web and Photoshop Mobile. The company’s impressive new assistant technology enables anyone to do seemingly flawless photo editing—Nano Banana style—by prompting the apps. Then it ups its power by giving you easy and precise ways to interact with that software—whether it’s via voice or using your finger to navigate the interface. Photoshop Mobile and Web have included AI features for a while. The web version already had Adobe Firefly generative AI features like generative fill and generative expand. The previous mobile version of Photoshop became truly usable because it smartly integrated AI to allow for making accurate object selections with your fat finger. This new AI assistant integration removes any lingering difficulty from image editing, putting it in competition with popular AI image generators like Google’s Nano Banana, OpenAI GPT-Image, or ByteDance’s Seedream. Unlike those models, however, combining the new Adobe AI assistant with Photoshop Mobile and Web gives users a lot more image editing precision through its new tools. Plus, it adds the possibility of “upstreaming” results beyond posting an edited image on social media. Users will be able to move the AI-edited files into the full Adobe creative app workflows, to go full Photoshop, integrate into a Premiere project, or publish a book in Acrobat. How the new Photoshop web and mobile workWhen you click on the assistant icon, the model first analyzes the raw pixels on your screen. The assistant essentially scans the image to identify both the overall context and the specific objects within the frame—recognizing the difference between a human subject in the foreground, all the different objects present, and a chaotic crowd in the background. Once it maps out the “reality” in the image, the app provides you with proactive recommendations. The assistant suggests edits, which can be any number of things, depending on the nature of the image, from removing “scattered objects to tighten the composition” to refining the lighting to adjust the color palette or anything in between. If you prefer to be hands-off, you can tell the machine to do it for you, or you can choose to bypass the automation and do your own thing. Taking the manual route means you can use your voice or text prompts to manipulate the image while retaining granular control over the assistant’s actions. In the mobile app, for instance, you can issue a vocal command to alter a specific object—like removing the cropped head of a dude in the background—and the assistant will automatically isolate that element and place the changes on a dedicated layer. Think of layers as transparent sheets of acetate stacked on top of each other; you can shuffle them around, duplicate them, or delete the background from the top sheet without permanently destroying the original photograph at the bottom of the pile. You can even sandwich generated typography securely behind a subject but in front of a newly created background. You just have to talk to the assistant to add the text wherever you want, even specifying the typography, color, size, and then move it or manipulate it using your fingers. All very cool and Minority Report-ish. Over on the web version, the new assistant introduces a feature called AI Markup to give users absolute precision over image alterations. Located within a contextual task bar, this tool lets you use your finger, mouse, or stylus to draw directly on the image, effectively outlining a digital quarantine zone for the artificial intelligence. By physically marking up the canvas and adding text prompts, you establish strict borders that control exactly where the computational changes happen. It allows you to draw rough shapes to integrate entirely new objects into the scene, or to generate specific adjustment layers that fine-tune the contrast, shadows, and highlights of an isolated element in the image. Adobe’s demonstration of the web platform illustrates how this localized editing works in practice. Using the AI Markup tool, a user highlighted specific fruits on a table to execute hyper-targeted commands. By drawing over the objects, the user was able to completely erase a pineapple from the composition, transmute a pomegranate into an apple, and shift an item’s color to blue. Because the artificial intelligence is confined to the marked boundaries, the rest of the image’s lighting, shadows, and surrounding elements remain untouched. This is a big difference from the latest AI image editing models, which will change the image, even slightly, no matter how many times you tell them not to touch one single pixel of the image and just remove the damn banana from the fruit bowl. This happens because image editors have to “re-imagine” the entire image again, without the element, and generative AI always makes mistakes and hallucinates a bit, no matter how hard you try to avoid it. Photoshop’s assistant, however, only changes the marked area in a new transparent layer, avoiding touching the rest of the image. The mobile application’s voice- and text-activated capabilities are equally utilitarian. In one demo, a user commanded, “Remove the person in the foreground.” The app instantly identified the human shape, excised it, and—understanding the context of the remaining image—suggested a logical follow-up at the bottom of the screen: “remove background people.” Other voice commands ranged from “Turn this into a night scene with polar lights” to asking the app to “Make the Bridge darker.” When the latter command was issued, the software automatically generated a digital mask around the architectural structure and applied a targeted brightness and contrast adjustment layer. Users can also dictate text generation—saying “Add text that says Kyoto in white” or “Add text, Golden Gate”—and then manually tweak the font, size, position, and color. Access to the beta depends on your subscription tier. Through April 9, users paying for Photoshop on the web and mobile, along with current Firefly customers, get unlimited AI generations. Free users on web and mobile, meanwhile, are capped at 20 free generations to get started. View the full article
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Five ways the Iran war could unfold
Donald The President has said the conflict will be over ‘very soon’. How can he stop it?View the full article
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The infinite tail: When search demand moves beyond keywords
When people speak naturally, their language flows. It’s often messy, incomplete, and not especially coherent. The Google search bar, however, required something different. Users had to compress their needs into short phrases or slightly longer queries — what’s traditionally classified as short-tail or long-tail. To make that work, users stacked queries across a journey, moving through a funnel from A to B and refining as they went. In the process, users often stripped out personalized nuance to match what they believed the search engine could understand. In response, SEO professionals built systems around that constraint, grouping queries by search volume, categorizing them by a limited set of intents, and measuring competitiveness. That dynamic is changing. SEOs need to understand the behavioral change that’s emerging. Google is promoting Gemini, and phone manufacturers like Samsung are marketing AI-enabled features as product USPs. Alongside this product marketing, there’s also a level of education happening. Users are being encouraged to be more expressive with their queries, personalize their searches, and describe what they’re looking for in greater depth. Moving from keyword research to prompt research This is where we need to move away from the notion of keyword research to prompt research. Keyword research traditionally assumes that demand can be quantified, that variations can be listed and grouped, and that optimization happens at a phrase level or a cluster level. In the new hybrid AI and organic search world, demand is much more of a generative concept. Prompts can be written in countless ways while preserving the same underlying need. This doesn’t make keyword research obsolete, but it does change its focus. Instead of extracting keywords from tools as we’ve done, we also need to start understanding and modeling journeys. Instead of grouping by volume alone, we need to group by decision stage and the type and level of uncertainty the user has. The output of this process isn’t simply a keyword map, but a task map that accurately reflects the real pressures and constraints experienced by the audience. This is an evolution from short-tail and long-tail keyword research to an infinite tail of prompt research. Dig deeper: Why AI optimization is just long-tail SEO done right Your customers search everywhere. Make sure your brand shows up. The SEO toolkit you know, plus the AI visibility data you need. Start Free Trial Get started with The infinite tail as a behavioral shift You can describe the infinite tail as an expansion of the long tail. But that underestimates what’s actually changing. It’s not just about more niche phrases or longer query strings. It’s about the level of personalization that’s been layered into each request. As users add context, constraints, and preferences, prompts become unique combinations of a multitude of factors. The number of possible combinations effectively becomes infinite, even if the underlying tasks remain finite. AI systems respond by evaluating the given prompts and probabilistically predicting the next tokens rather than using exact-match strings. It’s less about how you rank for a specific keyword or whether you’re visible in AI for a specific phrase. It becomes whether your content has the highest probability of satisfying the situation being described. That’s a different optimization problem altogether. You’re not competing on phrasing. You’re competing on task completion. This part of the journey is where “fuzzy searches” happen, meaning the path isn’t a straight line. Success isn’t just about finishing a task. It’s about making sure the user actually found what they were looking for. Since every user moves differently, the process is flexible rather than a set of rigid steps. Dig deeper: From search to answer engines: How to optimize for the next era of discovery Get the newsletter search marketers rely on. See terms. Fan-out and grounding queries One of the most important mechanics in AI search is query fan-out. When a complex prompt is submitted, the system doesn’t treat it as a single string. Instead, it decomposes a request into a network of subquestions, classifications, and checks that together form a broader evaluation framework. From an SEO perspective, this means your content moves beyond evaluation against a single phrase or specific document matches. Instead, it’s assessed across a network of related questions, with a collective determination of whether it can satisfy a broader task. In a fan-out world, you win by supporting the entire decision cluster that surrounds that term. If your content addresses only one narrow dimension of the task, it becomes fragile. If it supports multiple layers of the decision, it becomes resilient. Fan-out rewards structural coverage and contextual relevance rather than repetition of specific phrases. Grounding queries help provide the LLM with a level of confidence through its fan-created queries. AI systems generate answers and attempt to validate them. They’re used to check whether a proposed answer is supported elsewhere, whether claims are consistent across sources, and whether the entity behind the information is reputable. If an AI system includes your brand in a summarized response, it needs a level of confidence to defend it virtually if challenged by alternative information. This changes the meaning of authority. In traditional SEO, ranking could be achieved through technical content, links, and other forms of manipulation. In AI search, selection also depends on how easily your content can be corroborated against a broader consensus within the cohort. This can involve factors tied to entity clarity, including structure, data consistency, consistent messaging, and external validation. These signals reduce uncertainty for the system. You’re not just trying to appear. You’re trying to be selected and defended. Dig deeper: The authority era: How AI is reshaping what ranks in search Designing for hybrid search Organic search isn’t disappearing. Ranking still influences discovery, technical SEO still shapes crawlability, and architecture still determines how well a site and its content are understood. But now, AI layers sit on top, synthesizing information and influencing which brands are surfaced within conversational responses. In this hybrid environment, organic visibility feeds AI selection. They aren’t exclusive, and yet they aren’t codependent. AI selection can reinforce brand perception, and fan-out rewards depth of current coverage. Grounding then rewards trust and consistency. This is where the infinite tail rewards genuine audience understanding and the creation of websites and content systems that support it. This is a shift from keyword research to prompt research, and not just a cosmetic renaming of the process. Success will depend on understanding why people search, the decisions they’re making, the uncertainties they face, and the evidence they need before committing. Search increasingly revolves around satisfying situations rather than matching strings. Designing for the infinite tail means designing for people and the tasks they’re trying to complete. Dig deeper: How to use AI response patterns to build better content View the full article
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Trump says Iran war could end soon, but warns of U.S. strikes ‘twenty times harder’
U.S. President Donald The President said Monday that the war against Iran could be short-lived, but he left open the possibility of an escalation in fighting if global oil supplies are disrupted by the Islamic Republic, which chose a new hard-line supreme leader. Oil prices briefly shot to their highest level since 2022 a day after Iran selected Ayatollah Mojtaba Khamenei to succeed his late father as Iran’s supreme leader. Investors saw it as a signal that Iran was digging in 10 days into the war launched by the United States and Israel. But prices later fell and U.S. stocks rose on hopes that the war with Iran may not last much longer. “We took a little excursion” to the Middle East “to get rid of some evil. And, I think you’ll see it’s going to be a short-term excursion,” The President told Republican lawmakers at his golf club near Miami. Hours later, The President posted on social media: “If Iran does anything that stops the flow of Oil within the Strait of Hormuz, they will be hit by the United States of America TWENTY TIMES HARDER than they have been hit thus far.” In an apparent response to The President’s remarks published in Iranian state media, a spokesperson for the paramilitary Revolutionary Guard, Ali Mohammad Naini, said “Iran will determine when the war ends.” The war has choked off major supplies of oil and gas to world markets and sent fuel prices rising across the U.S. The fighting has also led foreigners to flee from business hubs and prompted millions to seek shelter as bombs hit military bases, government buildings, oil and water installations, hotels and at least one school. The President also had a call Monday with Russian President Vladimir Putin to discuss the war and other issues. Putin’s foreign affairs adviser, Yuri Ushakov, said Putin “voiced a few ideas regarding a quick political and diplomatic settlement” of the conflict following his conversations with Gulf leaders and Iranian President Masoud Pezeshkian. Khamenei, a secretive 56-year-old cleric, is only the third supreme leader in the history of the Islamic Republic. He has close ties to the paramilitary Revolutionary Guard, which has been firing missiles and drones at Israel and Gulf Arab states since his father, Ayatollah Ali Khamenei, who had ruled since 1989, was killed during the war’s opening salvo. Multiple strikes shake Tehran Dozens of explosions were heard in Tehran in what was considered the heaviest air raid on the capital since the war started Feb. 28. Iranian media did not report on damages and casualties. Israel said Monday that it was carrying out “a wide-scale wave of strikes” on the Iranian city of Isfahan, as well as Tehran and in southern Iran. The Israeli military said it hit dozens of infrastructure sites, including the drone headquarters of the Revolutionary Guard. Meanwhile, Israel’s military alerted the population throughout the day about incoming missiles from Iran. From Lebanon, Iran-backed Hezbollah also fired rockets into Israel on Monday. The President said the United States was nearing its goal to eliminate Iran’s ballistic missile stockpile and its ability to produce and launch them. The administration has offered shifting rationales and timelines since the start of the conflict. He also talked about “building a new country,” a comment that seemed to suggest the U.S. might be engaged in the building of a new Iran. The President likes idea of another ‘internal’ candidate to lead Iran Thousands poured into a central square in the capital, Tehran, and other locations in a show of allegiance to the new supreme leader, waving flags and shouting phrases like “Death to America” and “Death to Israel.” The younger Khamenei, who has not been seen in public since the war started, was long considered a potential successor — even before the killing of his 86-year-old father. The President told reporters that he was “disappointed” that Mojtaba Khamenei was picked and that he liked “the idea” of a leader drawn from an “internal” group of candidates, saying that worked well with Venezuela. The younger Khamenei is seen as even less compromising than his late father. As supreme leader, he has the final say on all major policies, including Tehran’s disputed nuclear program. Though Iran’s key nuclear sites are in tatters after the U.S. bombed them during the 12-day Israel-Iran war in June, it still has highly enriched uranium that’s a technical step away from weapons-grade levels. Khamenei could choose to do what his father never did — build a nuclear bomb. The President told reporters the war with Iran started because that country was working on a new site for developing material for nuclear weapons to replace one bombed last year by the U.S. Israel has already described Khamenei as a potential target. The President said Monday it “would be inappropriate” to say whether he would be targeted. US market seesaws over uncertainty of war The U.S. stock market careened through a manic Monday, going from a steep early loss to a solid gain as worries turned into hope that the war with Iran may not last that long. Oil prices whipped from nearly $120 per barrel, the highest since 2022, back toward $90. Iran’s attacks in the Strait of Hormuz have all but stopped tankers from using the shipping lane through which a fifth of the world’s oil is carried, and Iranian drones and missiles have targeted oil and gas infrastructure in major producers. Attacks on merchant ships near the strait have killed at least seven mariners, according to the International Maritime Organization. Kamal Kharazi, foreign policy adviser to the office of the supreme leader, told CNN on Monday that Iran is prepared for a long war. He said he sees no “room for diplomacy anymore” unless economic pressure prompts other countries to intervene and stop the “aggression of Americans and Israelis against Iran.” Turkey, meanwhile, said NATO defenses had intercepted a ballistic missile that entered the country’s airspace for the second time since the war started. Arab states decry Iran’s drone strikes Saudi Arabia lashed out at Iran following a drone attack on its massive Shaybah oil field, saying Tehran would be the “biggest loser” if it continues to attack Arab states. The attacks continued Monday night with a dozen drones downed by Saudi Arabia. In the United Arab Emirates, home to the futuristic city of Dubai, authorities said two people were wounded by shrapnel from the interception of Iranian missiles over the capital, Abu Dhabi. The Emirati Defense Ministry said 15 ballistic missiles and 18 drones were fired at the country on Monday. Early Tuesday, the UAE said a drone attack targeted its consulate in the Kurdish region of Iraq, causing damage but no injuries. The statement from the foreign affairs ministry did not blame the attack on anyone but decried it as “a dangerous escalation and a threat to regional security and stability.” Iran also attacked Kuwait, Qatar and Bahrain, where the government said that a person was killed and others injured in an Iranian attack targeting a residential building in the capital, Manama. Several U.S. diplomatic missions have ordered all but key staff to leave. The war has killed at least 1,230 people in Iran, at least 397 in Lebanon and 11 in Israel, according to officials. A total of seven U.S. service members have been killed. The President said Monday that family members of the soldiers told him during the transfer of their remains over the weekend in Dover, Delaware: “Make sure you win, sir.” Magdy reported from Cairo, and Weissert reported from Washington. Associated Press journalists around the world also contributed to this report. —Jon Gambrell, Will Weissert and Samy Magdy, Associated Press View the full article
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5 Essential Elements for an Effective Customer Retention Plan
An effective customer retention plan is vital for any business aiming to improve loyalty and reduce churn. It hinges on five fundamental elements: a strong onboarding process, proactive engagement, personalized interactions, incorporation of feedback, and continuous monitoring of metrics. Each element plays a significant role in creating a seamless experience that keeps customers satisfied. Comprehending how to implement these strategies can make a notable difference in your retention efforts and overall success. What strategies have you considered for your plan? Key Takeaways Implement a strong onboarding process to reduce buyer regret and enhance customer satisfaction from the start. Engage proactively with customers to anticipate their needs and provide timely solutions, boosting retention rates. Personalize customer interactions through tailored communications to increase repurchase likelihood and satisfaction. Regularly gather and analyze customer feedback to identify areas for improvement and reinforce customer loyalty. Continuously monitor retention metrics to identify trends and make data-driven adjustments to retention strategies. Strong Onboarding Process To guarantee your customers feel confident in their purchasing decisions, a strong onboarding process is essential. It greatly reduces buyer regret by providing clear guidance and support, ensuring customers comprehend their investment from day one. This structured onboarding experience is one of the most effective client retention strategies available, as it prevents early contract cancellations and sets a positive tone for long-term relationships. Companies that prioritize onboarding report 50% higher customer satisfaction, which directly impacts their customer retention plan. Addressing potential issues like hidden costs and slow implementation can prevent negative perceptions, as personalizing the onboarding experience improves engagement. By tailoring content to meet individual customer needs, you nurture loyalty right from the start. In the end, grasping how to retain customer loyalty hinges on creating a seamless onboarding process that makes your customers feel valued and supported throughout their experience. Proactive Customer Engagement After establishing a strong onboarding process, the next step in enhancing customer retention is proactive customer engagement. This approach involves anticipating your clients’ needs and providing solutions or relevant content before issues arise. By implementing proactive engagement strategies, you could see up to a 20% increase in client retention rates, as your customers will feel more valued and understood. Utilizing automated tools can help identify common queries, allowing you to create targeted help articles that minimize the need for support interactions. Furthermore, regularly reaching out with personalized messages, like reminders for renewals or relevant updates, can markedly boost customer engagement and reinforce brand loyalty. Investing in these proactive support measures can lead to a 30% reduction in customer inquiries, enabling your teams to focus on more complex issues and improving overall efficiency. Personalization of Customer Interactions Personalization of customer interactions is vital for enhancing retention, as studies show it can lead to a 78% increase in the likelihood of repurchases. By customizing communications based on individual preferences, you can greatly boost customer satisfaction. In fact, 89% of support leaders emphasize that personalization is important for growth. Utilizing customer data, such as names and interests, allows you to create more engaging interactions that promote loyalty. Automation and AI technologies facilitate real-time personalized experiences, ensuring customer needs are met swiftly and effectively. Consistent personalization across various touchpoints builds stronger connections, finally driving loyalty and long-term retention. Aspect Benefit Customized Communication Increases customer satisfaction Real-Time Interaction Meets customer needs swiftly Consistency Builds stronger connections Incorporation of Customer Feedback Incorporating customer feedback into your retention strategy can greatly improve your comprehension of customer experiences and preferences. Regularly gathering feedback through surveys and polls is essential, as it provides direct insights that can improve your retention efforts. By implementing a feedback loop, you can collect, analyze, and act on these insights, nurturing a sense of involvement and loyalty among your customers. Analyzing feedback can reveal trends and highlight areas for improvement, allowing you to address concerns proactively and boost satisfaction. Engaging customers in dialogue through feedback mechanisms reinforces their value, making them feel heard and appreciated. Furthermore, sharing changes made based on their feedback showcases your commitment to continuous improvement, reinforcing the relationship between your business and its customers. This proactive approach not only improves customer loyalty but creates a more responsive and customer-centric organization. Continuous Monitoring of Retention Metrics To effectively improve your customer retention strategies, continuous monitoring of retention metrics is essential. By regularly evaluating key indicators like Customer Retention Rate (CRR) and Customer Churn Rate (CCR), you can gauge the success of your retention efforts. This ongoing analysis helps you identify trends, allowing for timely adjustments to your strategies. Data-driven insights from these metrics enable you to gain a deeper comprehension of customer behavior and preferences. This comprehension makes it easier to tailor your engagement efforts to meet customer needs. High retention rates often lead to increased Customer Lifetime Value (CLV), highlighting the importance of consistent metric evaluation to maintain revenue growth. Moreover, continuous monitoring uncovers potential issues early, allowing you to take corrective actions before customers decide to leave. By preserving these valuable relationships, you can guarantee long-term success for your business. Frequently Asked Questions What Are the 4 Pillars of Retention? The four pillars of retention are Customer Experience, Customer Engagement, Customer Loyalty, and Customer Feedback. Customer Experience emphasizes delivering exceptional interactions at every touchpoint, whereas Customer Engagement focuses on regular communication and personalized outreach. Customer Loyalty involves creating programs that reward repeat purchases, nurturing a sense of belonging among customers. Finally, Customer Feedback helps you understand client needs and preferences, allowing you to adapt and improve your offerings based on direct insights. What Are the 8 C’s of Customer Retention? The 8 C’s of customer retention are Clarity, Consistency, Communication, Convenience, Connection, Commitment, Customer Experience, and Community. Clarity helps you understand product benefits, whereas Consistency guarantees a reliable experience. Effective Communication keeps you informed, reducing churn. Convenience simplifies interactions, enhancing satisfaction. Building Connection nurtures emotional engagement, and Commitment secures loyalty. A focus on Customer Experience improves overall satisfaction, and cultivating Community encourages advocacy among customers, driving repeat business. What Are the 4 C’s of Customer Loyalty? The 4 C’s of customer loyalty are Commitment, Care, Consistency, and Communication. Commitment reflects the emotional connection you have with a brand, enhancing repurchase likelihood. Care involves comprehension and addressing your needs, which builds trust. Consistency guarantees you receive reliable and high-quality experiences every time you interact with the brand, reinforcing your loyalty. Finally, Communication keeps you informed and engaged, strengthening your connection to the brand and increasing overall loyalty. What Are the Three R’s of Customer Retention? The three R’s of customer retention are Retention, Related sales, and Referrals. Retention focuses on keeping your existing customers satisfied to minimize churn. Related sales capitalize on established relationships by upselling and cross-selling, increasing revenue per customer. Referrals leverage the satisfaction of your current customers to attract new clients, as happy customers are more likely to recommend your brand. Together, these elements improve customer loyalty and drive overall profitability for your business. Conclusion In summary, implementing these five crucial elements in your customer retention plan can greatly improve your business’s success. A strong onboarding process sets the foundation, whereas proactive engagement and personalization strengthen relationships with clients. Incorporating customer feedback guarantees they feel valued, and continuous monitoring of retention metrics allows for timely strategy adjustments. By focusing on these areas, you can create a seamless experience that not just cultivates loyalty but likewise maximizes customer lifetime value, ultimately benefiting your bottom line. Image via Google Gemini and ArtSmart This article, "5 Essential Elements for an Effective Customer Retention Plan" was first published on Small Business Trends View the full article
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Organic Rankings Vs. Product Grids: The New Ecommerce Divide via @sejournal, @Kevin_Indig
Ranking No. 1 in Google means less when product grids dominate the SERP. Here’s how ecommerce visibility actually works now. The post Organic Rankings Vs. Product Grids: The New Ecommerce Divide appeared first on Search Engine Journal. View the full article
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Mira Murati’s Thinking Machines strikes multibillion chip deal with Nvidia
Multiyear partnership includes a further ‘significant’ investment from Nvidia into one-year-old AI start-upView the full article
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This Outdoor-Ready JBL Bluetooth Speaker Is Over 20% Off Right Now
We may earn a commission from links on this page. Deal pricing and availability subject to change after time of publication. Portable Bluetooth speakers usually force a trade-off. The smallest ones are easy to carry but sound thin; the bigger ones sound better but take up more space in a bag. The JBL Grip Bluetooth Speaker, currently $77.36 on Amazon (down from $99.95), sits right in the middle. Price trackers show this is just a dollar above its lowest recorded price so far, and Amazon is also bundling 90 days of Amazon Music with the purchase, which gives you something to actually play on it right away. It is small enough to slide into a backpack pocket where a water bottle would normally sit, and a nylon loop on the back lets you clip it to a carabiner or hang it from a hook. Plus, it carries an IP68 rating, so it can deal with dust and even survive being submerged in nearly five feet of water for about 30 minutes. JBL also says it can take a three-foot drop onto concrete, so tossing it into a backpack or beach bag isn’t likely to hurt it. JBL Grip Compact Bluetooth Speaker $77.36 at Amazon $99.95 Save $22.59 Get Deal Get Deal $77.36 at Amazon $99.95 Save $22.59 In everyday use, the Grip focuses more on portability and durability than on huge sound. Inside is a 43mm by 80mm full-range driver that covers frequencies from 70Hz to 20kHz, connected through Bluetooth 5.4. It’s a mono speaker, so it doesn’t produce stereo sound on its own, but you can pair it with another JBL speaker if you want that wider effect. In practice, it handles podcasts, playlists, and casual listening well. Voices come through clearly and the midrange stays balanced, though the bass lacks the deeper rumble you would get from a larger speaker like the JBL Flip series, and the high-end detail can sound slightly subdued, notes this PCMag review. Still, the sound has enough body for a speaker this size. JBL includes a few ways to adjust the audio through the JBL Portable app, including four EQ presets and a simple seven-band equalizer. The controls on the speaker itself are straightforward, with power, Bluetooth, and Auracast buttons on top and volume and playback controls on the front. There’s also a small LED light strip on the back that cycles through lighting effects and can act as a soft light source in a dark room or tent. As for its battery life, it is rated for up to 14 hours at moderate volume, which should get through a full day outdoors without needing a recharge. When it does run out, the speaker charges through a USB-C port and takes about three hours to reach full power. Just keep in mind that JBL doesn’t include the USB-C cable, so you’ll need to use one you already have. Our Best Editor-Vetted Tech Deals Right Now Apple AirPods 4 Active Noise Cancelling Wireless Earbuds — $153.99 (List Price $179.00) Samsung Galaxy S26 512GB + $100 Amazon Gift Card (Black) — $899.99 (List Price $1,099.99) Samsung Galaxy Buds 4 AI Noise Cancelling Wireless Earbuds + $20 Amazon Gift Card — $179.99 (List Price $199.99) Google Pixel 10a 128GB 6.3" Unlocked Smartphone + $100 Gift Card — $499.00 (List Price $599.00) Apple iPad 11" 128GB A16 WiFi Tablet (Blue, 2025) — $329.99 (List Price $349.00) Apple Watch Series 11 (GPS, 42mm, S/M Black Sport Band) — $299.00 (List Price $399.00) Amazon Fire TV Soundbar — $99.99 (List Price $119.99) Deals are selected by our commerce team View the full article
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Content alone isn’t enough: Why SEO now requires distribution
“Content is king” remains one of the most widely accepted ideas in SEO. Not everyone has agreed. Different schools of thought have always existed, with some practitioners prioritizing backlinks and others focusing on technical SEO. Content is often treated as the primary driver of search visibility. I’m not arguing that. My point is simpler: if you’ve relied on content to drive results — and earn a living — you should start doubling down on distribution. With AI search changing the game, creating great content (and, yes, building some backlinks) is no longer enough to get it seen. The more important question may no longer be “What should I write next?” but “Where should I push this next?” AI tools are further fragmenting search Content distribution has become far more important in recent years, especially as audiences spread across more online spaces. In many teams, this job was usually outsourced to someone other than SEOs: Social media managers. Community managers. PR specialists. Various assistants and interns. Sure, distribution held some value to SEO, but it was generally considered more beneficial to other functions. Thanks to AI search, it’s finally landed squarely on our plate. Since AI models have fragmented search to an unprecedented level, distribution is now key to meaningful SEO outcomes. There are three key drivers behind this change: Different tools have different sourcing logic. AI tools source differently from traditional search. Their logic is changeable. If this all sounds a bit abstract, let’s briefly dig into the evidence and explain what’s really going on. Different tools have different sourcing logic Search is fragmenting as people use a wider range of tools. Ideally, one strategy would work everywhere, but research shows that’s not the case. AI search tools cite different sources, a 2025 Search Atlas study found. Some show significantly more overlap with the SERPs than others. This indicates that different tools follow different sourcing logic. And as long as that’s true, optimizing for one won’t necessarily boost visibility on another. The whole thing is even trickier because users seem more open to switching tools than before. Gemini may soon surpass formerly unrivaled ChatGPT in traffic share, according to Similarweb. That could change again quickly. Thinking there’s a single clear winner, like Google used to be, would be wrong. Focusing on the most popular tool at the moment isn’t a guaranteed strategy. To maximize visibility, we need to consider how multiple AI tools source their information, which implies our distribution strategy needs to be broad. Dig deeper: Tracking AI search citations: Who’s winning across 11 industries Your customers search everywhere. Make sure your brand shows up. The SEO toolkit you know, plus the AI visibility data you need. Start Free Trial Get started with AI search uses different logic from traditional search The Search Atlas study showed that some AI search tools overlap with Google more than others — but in all cases, the overlap is pretty low. Perplexity ranked the highest at 43%, while ChatGPT barely hit 21%. Characterizing Web Search in The Age of Generative AI (PDF) explicitly finds that AI search tools draw from a much wider pool of sources and are more likely to cite sites with fewer visits than traditional search engines. This shows us that fragmentation is compounding. The pool of potential sources is wider, with little overlap among AI tools or between AI and traditional search. The sourcing logic is changeable The most problematic factor out of all, though, is that the sourcing logic of one tool can and often does change, too. This leads to different domains getting cited for the same prompts at different points in time — a phenomenon called citation drift. Citation drift is more frequent than we might assume. Over the course of just a month, for instance, AI tools change approximately 40-60% of the domains they cite for the same prompt, according to Profound. In other words, one domain could appear several times in a single response, then disappear completely the following month. This flip-flopping gets even worse over longer periods. For example, Profound’s study also showed that, from January to July, as many as 70% to 90% of the domains cited for the same prompt had changed. Get the newsletter search marketers rely on. See terms. Focus on broad, multi-channel distribution Search is fragmented across tools and time. As cited domains change more frequently, users see more sources, making it even harder for you to push your brand to the front. So, what can we do about it? How should we approach this increasing fragmentation of search? While this might change as new tools and strategies emerge, the best answer we have so far is this: focus on broad, multi-channel distribution. When you can’t reliably predict which sources will be used, the best strategy is to widen your footprint. This creates more potential entry points into AI systems’ training and retrieval layers. Distribution also matters for another reason. AI tools often prefer third-party sources over branded domains, according to an AirOps study. This will require some serious shifts in how many SEOs approach their work. Here are a few you can implement right away. 1. Get good at collaborating You’re unlikely to win fragmented AI search on your own. Optimizing for it now takes a much broader approach than before, pulling in digital PR, social media, community management, and other functions. Those areas require skills many SEOs don’t have. Those who do still have only 24 hours in a day, so spreading that work across multiple disciplines isn’t realistic. This only works with a team. You might hate that idea, especially because it means giving up full control of your projects and results. I get it, but that’s the reality right now. You’ll have to let some things go, trust others to handle them, and divide responsibilities. In other words, you’ll need to collaborate efficiently. Dig deeper: Why 2026 is the year the SEO silo breaks and cross-channel execution starts 2. Broaden your skillset Even if you let experts handle certain tasks, you’ll still need at least a surface-level understanding of other disciplines becoming central to search. SEOs will still own at least parts of distribution, whether that means handling the high-level strategy or downright executing it on specific channels. In either case, doing this well requires skills you may not have used much before. So now’s the time to develop them. That could mean learning more about digital PR, partnerships, thought leadership, syndication, community presence, or something else. With so many possibilities, it helps to start with the area you feel most comfortable with or most drawn to at the moment. 3. Shift your mindset from ranking to presence You also need to change how you think about SEO, and then translate that shift into actual workflows. Google is still a major traffic driver, and rankings still matter. But for a fragmented, AI-driven search, obsessing over rank won’t cut it. Instead of asking, “How do I get this content to rank?” You now need to ask, “How do I get this content into as many places as possible?” Again, the goal is to create multiple entry points across AI systems, platforms, and audiences, increasing the chances of your content getting discovered, cited, and surfaced. That’s why it’s important to start thinking more about overall presence across ecosystems rather than just positions in specific search engines. 4. Redesign your workflow If you’ve successfully shifted your mindset from ranking to presence, it’s time to build a workflow that reflects that change. I know firsthand how easy it is to forget about distribution, especially if it wasn’t part of your process before. To make it stick, you need to redesign your workflow to position distribution at the core. A good place to start is by adding a launch phase, where content is distributed immediately upon publishing. After that, you could include a recurring phase every few months to ensure you regularly refresh and redistribute content. Define reusable details upfront, like which channels you’ll consistently target and who owns each one. That way, you’ll minimize planning from scratch and make sure nothing falls through the cracks. Dig deeper: Content marketing in an AI era: From SEO volume to brand fame 5. Start with these easy-to-implement best practices Finally, if you want some easy tactics to immediately add to your to-do list, consider these: Pilot content partnerships, starting where it’s easiest. Usually, that implies reaching out to existing business partners first. Proactively distribute your content on third-party sites, whether that means syndicating it or repurposing it for Quora and LinkedIn. Pay attention to where AI tools already pull from. While sourcing logic changes constantly, you may still notice recurring patterns worth leveraging. Give a special push to your existing, older content to counteract the pitfalls of citation drift. Reintroduce it on new channels, or work to get it referenced in new places. See the complete picture of your search visibility. Track, optimize, and win in Google and AI search from one platform. Start Free Trial Get started with Rethinking SEO processes for fragmented AI search The shifts are large enough that you’ll need to rethink how you do SEO. As search fragments, the work itself will have to evolve. The approaches and workflows you relied on in the past won’t translate cleanly into a landscape shaped by multiple AI tools, changing sourcing logic, and constantly shifting citations. These processes will also become more complex because they require closer collaboration with other teams. Distribution now intersects with digital PR, social media, partnerships, and community management, making cross-team coordination more important than before. There’s a long road ahead. The best way to keep your sanity is to start small: focus on manageable steps, take them one at a time, and build from there. View the full article
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Google’s Gemini AI wants to do the busywork in Docs and Sheets
Google is rolling out new AI features designed to quickly flesh out Google Docs, Sheets, and Slides using data from the web and your existing Google files. The overall aim is to eliminate much of the busywork involved in filling out templated documents, transferring data from saved files or internet sources into spreadsheets, and tweaking slide presentations to add new facts and figures—all while reflecting the personal and professional preferences expressed in people’s previous work. “It’s not enough to simply generate a generic email or brief,” says Yulie Kwon Kim, VP of product for Google Workspace. “People want AI to understand your specific context, delivering results that are deeply personalized to them and their organization.” In Google Docs, that means being able to instruct Google’s Gemini AI to generate a document mimicking the layout or writing style of another document, fleshed out with content from additional sources stored on Google Drive. Already, says Google Docs product lead Frank Tisellano, more than a third of Docs are created as copies of another document, and the AI features are intended to let users create at least a first draft of their new files close to instantaneously. When it comes to Google Sheets, the AI is able to translate plain language requests into detailed execution plans to filter, transform, and analyze data. In a streamed demonstration, Eric Birnbaum, who leads the product team for Google Sheets, showed how the new AI could quickly filter through a complex spreadsheet of property data, finding real estate matching certain parameters in a certain neighborhood and generating relevant bar and pie charts. “The Gemini agent, just like a human would, goes back and checks its work and fixes anything it might have gotten wrong,” Birnbaum says. Birnbaum also used a new AI drag-and-drop feature to automatically fill out a spreadsheet of data about a set of major corporations, populating fields for headquarters city, revenue, and market capitalization based on information from the web. “Just by looking at the column headers, Gemini can figure out how to go find what you need,” he says. And by generating a plan users can examine and ask the AI to tweak, Google may be able to assuage concerns about AI inaccuracy. Gemini can similarly populate Google Sheets presentations based on existing data, even tweaking existing slides to add new information without users needing to tediously resize existing text and graphics. And Gemini can also help search through and pull information from Google Drive files, like compiling a table of purchased items from a folder of PDF receipts, without actually crafting a new document. The new AI features will be available first to subscribers of Google’s AI Pro and Ultra plans, along with businesses in the Gemini Alpha program. In general, makers of business software from Microsoft and Google to Adobe and Canva have added increasingly far-reaching artificial intelligence features to their product suites in recent years, hoping to reach AI-curious customers where they’re already working. At the same time, AI labs like Anthropic and OpenAI have rolled out a growing assortment of ways to do work from within their AI platforms. Google, which says it serves more than 3 billion users and 11 million paying customers through its Workspace tools, hopes many of those people will prefer to use AI features in the software they’re already familiar with rather than turning to external AI tools. “You don’t need to go and learn a new app,” says Kim. “You can go and get the assistance from Gemini right where you are in your familiar place where you’re doing your everyday work.” View the full article
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Sonos has a plan to make you love its speaker system again
Few brands can point to a specific date for their downfall. For Sonos—once the darling of home audio—that date is May 7, 2024, when it rolled out a disastrous app update that left many of its 15 million customers confused by hardware and software features that were suddenly unusable. When all was said and done, more than a decade of brand trust was flipped like an off switch. Now Sonos is taking its first major steps to earn back trust and audiophile stature with a new brand strategy and the launch of two new speakers: the Sonos Play and Era 100 SL. The Sonos Play is framed as a “callback” to the original Play:1 speaker that invented the smart wireless speaker category 13 years ago. The portable speaker, which retails for $299, features 24 hours of battery life in a durable, waterproof design, and a built-in power bank to charge your phone. The second speaker—the Era 100 SL—is a new, cost-efficient entry point into the Sonos system. At $189 retail, it features wide stereo separation and balanced, natural bass while removing built-in microphones to focus on essential listening. Tom Conrad, who took over as CEO in 2025 after the app debacle, says the company is no longer in the audio hardware arms race with companies like Bose, JBL, and Apple. Instead, he’s steering Sonos back to founder John McFarland’s original vision: creating a system for sound at home. “I think we really just make one product and that product is called Sonos,” Conrad says. “Sonos is a sound system for the home, and any individual device that we make is just a way into the system or a way to deepen your engagement with the system. But the system is the product.” Eras Tour The Sonos comeback path hasn’t been smooth. After its app disaster, revenue dropped 16% in fiscal Q4 2024. Former CEO Patrick Spence stepped down in January 2025, and Conrad was named interim CEO (becoming permanent in July). In August 2024, the company laid off about 100 employees, then another 200 in February 2025, totaling about 18% of its workforce. Revenue began to stabilize by early 2026, but the company still showed a consecutive three-year decline in performance. Conrad says the company was in “triage mode,” having cut R&D spending by 26%, and sales and marketing by 25%. Part of the turnaround plan hinges on resetting the brand’s narrative, so in November 2025 Sonos named Colleen DeCourcy—former Snapchat chief creative officer and Wieden+Kennedy exec—CMO. Conrad sees the story of Sonos as having three distinct eras. The first being its decade under founder McFarland, and what he describes as being “relentlessly focused on this idea of filling every home with music, with a system for sound.” He says the second era under Spence was defined by “developing the muscle of building great new hardware” every year. He believes this era had an “unintended consequence” in that the company began to view itself as a seller of stand-alone devices like soundbars and headphones that competed directly with rivals like Sony and Bose. Now, in the third era of Sonos, Conrad’s goal is to merge the best parts of the first two. “I’m bringing the focus of the company back to this idea that everything we do is grounded in enhancing the Sonos system, and that our new product introductions are kind of like grace notes on that symphony,” he says. Brand over time The brand challenges for Sonos are crystal clear, but newly minted CMO DeCourcy sees a silver lining. One of the lessons she learned while working with ad agency legend Dan Wieden was knowing how to answer the question, “If your product disappeared overnight, what would people be missing?” The app breakdown in 2024 provided the answer. It quickly became apparent that millions of people were pissed off at the brand—but the upside is that they cared at all. “It was clear that there was a super deep connection to, fundamentally, not that speaker, but that system,” DeCourcy says. A primary pillar of DeCourcy’s strategy involves activating the roughly 17 million existing households with Sonos through word-of-mouth and grassroots engagement rather than traditional ad campaigns. She plans to leverage the “Sonos Soundboard”—a group of influential music and film creators—to remind users of the brand’s creative roots through social and other content. Details on executing the brand strategy are pretty thin, because this is all still very much in its infancy. Before any major brand work launches to the public, the priority is to sell the vision to the company’s 1,300 employees at its Santa Barbara, California, headquarters. “The first thing that’s on my bucket list to get done is to internally rearticulate . . . and pull people along on this vision of why we are getting up and doing this every day,” DeCourcy says. “And then letting that spill out into the community.” Now they just have to hope people are ready to turn up the volume and listen. View the full article
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6 reasons to apply to Fast Company’s 2026 Best Workplaces for Innovators
A streamlined application makes it easier than ever to apply to Fast Company’s Best Workplaces for Innovators. Here are six reasons why you should apply to our eighth annual BWFI program. 1. Brand exposure. Every ranked company and all those earning honoree status in a category will appear in the fall (September) issue of the magazine and on fastcompany.com. 2. Talent retention. Public recognition as a Best Workplace for Innovators honoree provides powerful third-party validation that enhances your ability to recruit and retain top talent. 3. Editorial access. Fast Company editors will review all applications; the application represents an opportunity to highlight individuals and projects that showcase your company’s innovation prowess. The insight Fast Company editors glean from judging applications informs our ongoing coverage, often leading to stories. 4. Credibility. Fast Company‘s reputation for writing about innovation is unparalleled in business media. Inclusion on the list is a powerful stamp of approval of your company’s efforts. 5. Employee recognition. The program honors an Innovative Team of the Year as well as an Innovative Leader of the Year, along with finalists in each category. 6. A level playing field. Every company is unique, so the Best Workplaces for Innovators application is structured to allow your company to focus on whatever particular initiatives and programs you’ve established to cultivate innovative work across your organization. There are different categories for different size companies, as well as companies from different regions and sectors. For more than 15 years, Fast Company has been recognizing outstanding achievement in business innovation with its annual awards programs. In addition to Best Workplaces for Innovators, Fast Company’s Most Innovative Companies, Innovation by Design, World Changing Ideas, Brands That Matter, and the Next Big Thing in Tech lists have celebrated thousands of organizations transforming industries and shaping society through paradigm-shifting products, insights, or services. What differentiates Best Workplaces for Innovators from existing best-places-to-work lists is that it goes beyond benefits, competitive compensation, and collegiality (mere table stakes in today’s competitive talent marketplace) to identify which companies are actively creating and sustaining the kinds of innovative cultures that many top employees value even more than money. These are the places where people can do the best work of their careers and improve the lives of hundreds, thousands, even millions of people around the world. Best Workplaces for Innovators is the most authoritative list of companies cultivating an organization-wide commitment to innovation. We hope you’ll submit your company today. For more information on applying, see the FAQs. But don’t delay too long—the final deadline is March 27. View the full article
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Inside one of the wildest days the oil market has ever seen
How one London trading floor coped with a record swing in pricesView the full article
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A NASA spacecraft could crash into the Earth today. The chances of it hitting someone are tiny, but not zero
In 2012, NASA launched two probes into space: Van Allen Probe A and Van Allen Probe B. Their goal was to collect data on charged particles passing through Earth’s magnetic field. Those particles can wreak havoc on communications and other technologies on our planet, so understanding them is important. In 2019, the Van Allen Probes’ mission ended. With its fuel spent, the “A” probe is set to reenter Earth’s atmosphere today, and the parts of it that are not burned up upon reentry may crash onto our planet in the next 24 hours. Here’s what you need to know. Which probe is crashing? Thankfully, we only need to worry about one probe crashing into Earth today. That one is the Van Allen Probe A. The Van Allen Probe B isn’t scheduled to reenter Earth’s atmosphere until at least 2030. Still, that means there is one 1,323-pound space object expected to hit Earth within the next 24 hours. The good news is that NASA says much of the probe is expected to burn up upon reentry. However, the space agency does caution that “some components are expected to survive re-entry” as well. When will the probe hit Earth? NASA says the Van Allen Probe A is expected to reenter the Earth’s atmosphere at around 7:45 p.m. EDT on March 10—“with an uncertainty of +/- 24 hours.” That means that you can likely expect the probe to hit anytime between today and tomorrow. Where will the probe crash? That’s the million-dollar question. As of right now, NASA can’t determine exactly where the remains of the 1,323-pound space tech will land. You can check out a real-time map of where Van Allen Probe A is currently orbiting on N2YO.com, a satellite tracking service. As you can see from the map, the probe’s current route shows it passing over the northern tip of South America, Central Africa, and Indonesia. The good news is that 70% of the Earth is covered in water, so, as the Times of India points out, there’s a roughly 70% chance that any debris will land in one of Earth’s oceans. NASA says it will continue to monitor the probe and update its predictions as it becomes more certain. But what are the chances the probe will land on me? Pretty minuscule. NASA says the risk of any harm coming to any person on Earth as a result of the falling probe is about 1 in 4,200. But that’s the risk of the probe hitting any earthling. That chances of it hitting you, specifically, then, are so much lower as to be minuscule. Then again, nothing can ever be certain, so if you’re overly cautious, it doesn’t hurt to keep an eye on the sky today. View the full article
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ChatGPT-maker OpenAI is facing a lawsuit over one of Canada’s worst school shootings
The parents of a girl critically wounded in a school shooting in Canada alleged in a civil lawsuit Monday that ChatGPT-maker OpenAI knew the shooter was planning a mass attack. OpenAI has said it considered but didn’t alert police about the activities of the person who months later committed one of Canada’s worst school shootings in Tumbler Ridge, British Columbia, on Feb. 10. OpenAI came forward to police after Jesse Van Roostselaar killed eight people and then herself last month, saying the attacker’s ChatGPT account had been closed but that she evaded the ban by having a second account. The legal claim filed in the British Columbia Supreme Court alleged that OpenAI had “specific knowledge of the shooter utilizing ChatGPT to plan a mass casualty event like the Tumbler Ridge mass shooting.” The lawsuit said OpenAI’s chatbot ChatGPT was used by the shooter as a trusted confidante, collaborator and ally, and it behaves willingly to assist users such as the shooter to plan a mass casualty event. A spokeswoman from OpenAI didn’t immediately respond to a message seeking comment on the lawsuit. The lawsuit said that as a result of the company’s conduct Maya Gebala was shot three times at close range, with one bullet hitting her head, another her neck and the third grazing her cheek. It said she has a catastrophic brain injury that will leave her with permanent cognitive and physical disabilities. —Associated Press View the full article
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Why Replying to Google Reviews is One of the Highest-ROI Things You Can Do
I have three kids under five — and getting them out of the house regularly is essential. I'm always scouring Google Reviews for new and interesting kid-friendly things to do in our neighbourhood. I look for great reviews, of course, but you know what stands out even more? Reviews with responses from the business. There's a "kids' cafe" not far from us that responds to every review. That tells us they care about their customers — and we go there often. I know I'm not alone in this, either. BrightLocal's research found that 88 percent of consumers would use a business that responds to all of its reviews, both positive and negative. Here's the data on why you should be replying to Google reviews, how to streamline the process with Buffer, plus a real-life example from boutique agency Sapphire Social, which makes replying to reviews a priority for their 30+ clients. Jump to a section: 5 reasons why replying to Google reviews matters 1. Your customers are reading reviews 2. Replying to reviews directly impacts whether people choose you 3. Responding to reviews correlates with more revenue 4. It boosts your local search rankings 5. Negative reviews are actually an opportunity How one agency made Google reviews manageable Introducing Google review replies in Buffer How to build a review response habit that actually works Don't leave reviews on read More resources for businesses 5 reasons why replying to Google reviews mattersReplying to reviews is inarguably good practice — and common sense — but it can have a powerful effect on the bottom line, too. The numbers are fascinating: 1. Your customers are reading reviewsAccording to BrightLocal's 2026 Local Consumer Review Survey, 97 percent of consumers read online reviews, with 41 percent saying they "always" read reviews when evaluating a business. That's a big jump from 29 percent the year before. Most of those reviews are on Google — roughly 81% of consumers use Google reviews specifically to evaluate local businesses (Sixth City Marketing). And they're not just skimming star ratings, they're reading what businesses say back, just like I do, as I mentioned up top. 2. Replying to reviews directly impacts whether people choose youAround 88% are influenced by whether a business responds to its reviews, good and bad. Engaging with your reviews makes consumers nearly twice as likely to choose you. And you don't have to be perfect at it, you just have to do it. And it's not just about responding to the negative ones. Only 47% of consumers said they'd use a business that exclusively responds to negative reviews. Responding to only positive reviews fared similarly poorly. Interesting, right? Consumers apparently don't love it when you cherry-pick which reviews to acknowledge. The latest 2026 survey goes even further: 89% of consumers now expect business owners to respond to reviews, and 50 percent say generic, templated responses would make them less likely to choose a business (BrightLocal, 2026). 3. Responding to reviews correlates with more revenueAll of the above might sound like common sense, but there is revenue data behind it, too. A study by Womply analyzed transaction data from more than 200,000 U.S. small businesses and found that businesses replying to at least 25 percent of their reviews earned 35 percent more revenue than average. Businesses that didn't respond to any reviews earned 9 percent less (Womply via Illuminate8). Consumers also spend more when they see a business engaging with feedback. The same study found that people spend up to 49 percent more at businesses that reply to reviews. And the Harvard Business Review found that when hotels began responding to reviews on TripAdvisor, they received 12 percent more reviews and their ratings increased by an average of 0.12 stars, without ever asking for more reviews (Harvard Business Review). A separate Harvard study found that a one-star improvement in rating can translate to a 5-9 percent increase in revenue. 4. It boosts your local search rankingsGoogle itself recommends responding to reviews. Their official Google Business Profile help documentation states that responding shows customers you value their feedback and signals responsiveness (Google Business Profile Help). Review signals, which include volume, quality, recency, and whether a business responds, account for a meaningful portion of local search ranking factors. Research from SOCi found that businesses ranking in Google's top three local results (the "3-Pack") earn 126 percent more traffic and 93 percent more conversion-oriented actions than businesses ranked lower (SOCi). Responding to reviews also feeds into Google's E-E-A-T framework (Experience, Expertise, Authoritativeness, Trustworthiness), which helps determine how prominently your business appears in local results. Each response is fresh, keyword-rich content on your profile, which is a signal Google rewards. 5. Negative reviews are actually an opportunityThis is the part that surprises most business owners: negative reviews, handled well, can actually help you. Research from Reputation.com found that consumers are 33 percent more likely to upgrade their review if a business responds with a personalized message within a day. And businesses experience a 16 percent boost in customer advocacy when they address complaints publicly, versus a 37 percent decline when complaints go unanswered (Reputation). Reputation CEO Joe Burton described the dynamic well in an interview with CX Dive: a negative review where the company visibly makes things right becomes something like a "superpowered review." It demonstrates accountability in a way that even five-star reviews can't (CX Dive). There's also the practical consideration that 85% of consumers say seeing whether a company responds to negative reviews is important in their purchasing decision. Silence in the face of criticism tells potential customers you either don't care or aren't paying attention. The data makes a pretty compelling case. But keeping on top of Google reviews is easier said than done — especially when you're managing more than one." How one agency made Google reviews manageableEverything above applies to a single business with one Google Business Profile. Now multiply it. This is something I hear constantly from agencies and multi-location businesses. Each location receives its own reviews, has its own customer base, and may require a tailored response due to local context. A copy-paste reply that works for one client might sound completely wrong for another. BrightLocal's guide on multi-location review management highlights the core tension: maintaining brand consistency while keeping responses local and authentic (BrightLocal). And the stakes are high. BrightLocal found that 91 percent of consumers say local branch reviews impact their overall perception of a multi-location brand. When Ally Browman, founder of Sapphire Social, described her workflow before Buffer, she talked about logging into individual client accounts, switching between platforms, and trying to make sure nothing fell through the cracks. Sapphire Social manages around 30 channels across multiple clients, and when I asked her what Buffer feature has made the biggest difference to her workflow, she didn't hesitate: community management. Specifically, the ability to respond to Google reviews without logging into each client's account separately. "I can't tell you how amazing community management through Buffer has been," she told me. "We don't have to select from inbox or comments, it's just all in one place. It's so simple." Before, her team had two options: log in with the client's credentials (a security headache) or navigate through native platforms (a patience-testing headache). Now they handle everything in one dashboard. For an agency juggling multiple Google Business Profiles, that's the difference between staying on top of reviews and letting them quietly pile up unanswered. Introducing Google review replies in BufferThis is exactly why we've added support for replying to Google reviews directly in Buffer. If you're already managing your Google Business Profiles in Buffer, you can now see incoming reviews and respond to them from the same place you manage the rest of your social presence. For agencies like Sapphire Social, this means no more logging into individual client accounts to check for new reviews. For franchises and chains, it means finally having a centralized view of reviews across every location. And for any business with a Google Business Profile, it means one less reason to let reviews go unanswered. As Ally told me: "If you want a tool that handles scheduling, quality control, community management, and team management without the usual headaches, Buffer is it." How to build a review response habit that actually worksYou don't need to turn review management into a full-time job. A few principles go a long way. Respond to everything. The data is clear. Consumers prefer businesses that respond to all reviews, not just negative ones, not just positive ones. Selective responding looks calculated. Be timely. BrightLocal found that 19 percent of consumers expect a same-day response, and 81 percent expect a response within a week. The faster you respond, the more it signals that you're actively engaged. Personalize your replies. Half of consumers say generic, templated responses put them off. Mention specifics from the review. Use the reviewer's name. Keep it conversational, not corporate. Don't get defensive with negative reviews. Acknowledge the experience, apologize where appropriate, and offer to take the conversation offline. This isn't just for the reviewer. It's for every future customer reading the thread. Use tools that centralize the work. This is especially critical for multi-location businesses and agencies. Having one place where reviews across all your Google Business Profiles surface, where you can read, respond, and track, turns an overwhelming task into a manageable daily habit. As Ally put it when describing what changed for her team: "We also don't have to select from inbox or comments, it's just all in one place." Don't leave reviews on readGoogle reviews are one of the most visible pieces of content associated with your business. Every one of them is a conversation waiting to happen and if you have those conversations, you're earning more trust, more clicks, and more revenue. (And helping parents like me find a good way to entertain the kiddos!) More resources for businessesSocial media engagement: 9 ways to boost yours + why it mattersHow to start a social media marketing agencyTop 11 social media engagement toolsCommunity management: everything you need to knowView the full article
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Taco on Iran will come too late for Trump
The US president has already done lasting damage to international trust in AmericaView the full article
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How Do You Fix Thin Content Across Similar Ecommerce Product Pages? – Ask An SEO via @sejournal, @rollerblader
See why optimizing category pages and building authority beats spinning unique descriptions for large, similar product catalogs. The post How Do You Fix Thin Content Across Similar Ecommerce Product Pages? – Ask An SEO appeared first on Search Engine Journal. View the full article
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Why tomorrow’s media leaders must think like product managers
If you’ve been in marketing long enough, you’ve probably lived through a few identity crises. First, we were channel experts. Then, we became integrated marketers, growth marketers, and performance marketers. Somewhere along the way, someone added “AI” to everyone’s job description and called it a day. Now, we’re entering the era of the full-stack marketer. From where I sit — particularly as a media leader — the role is starting to look a lot like product management. This doesn’t mean you need to start writing Jira tickets for fun (though some of you already do). It means that tomorrow’s most effective media leaders won’t just optimize campaigns. They’ll own outcomes, connect dots across teams, and think holistically about the entire user experience, from first impression to final conversion (and beyond). I’ve seen this shift most clearly in industries with long consideration cycles, multiple stakeholders, and rising acquisition costs — where marketing performance is inseparable from the experience itself. Let’s break down what’s driving the rise of the full-stack marketer, what it really means to “think like a product manager,” and why this mindset is becoming non-negotiable for media leaders. What is a full-stack marketer, anyway? A full-stack marketer isn’t someone who does everything (burnout isn’t a job requirement). Instead, it’s someone who understands how everything works together. Over the course of my career, I’ve learned that the most impactful media decisions rarely come from being the deepest expert in one area. They come from having working fluency across many: Media and channels: Paid search, paid social, programmatic, CTV, SEO, email, SMS, and whatever new acronym launches next quarter. Creative and messaging: Knowing what resonates, where, and why. Data and analytics: Not just reading dashboards, but asking better questions of the data. UX and CRO: Understanding friction, intent, and user behavior. Technology and platforms: CRMs, CMSs, marketing automation, and attribution tools. The full-stack marketer doesn’t need to be the deepest expert in every area, but they do need to know enough to connect insights, spot gaps, and make informed trade-offs. In practice, this means constantly zooming out to see the system and zooming back in when something breaks. Your customers search everywhere. Make sure your brand shows up. The SEO toolkit you know, plus the AI visibility data you need. Start Free Trial Get started with Why media leaders are evolving into product thinkers Earlier in my career, media leadership was often defined by questions like: Are we hitting CPA targets? Which channels are driving the most conversions? How do we allocate budget more efficiently? Those questions still matter. I ask them all the time. But over the years, I’ve learned they’re no longer sufficient on their own. Today’s environment forces media leaders to grapple with bigger, messier questions: Why are conversion rates declining even when traffic is strong? Where are prospects dropping out of the funnel, and why? How does media performance change when the application experience changes? What happens after the lead submits? These are product questions. Product managers obsess over the end-to-end experience: the user journey, friction points, trade-offs, and outcomes. Media leaders who adopt this mindset stop seeing campaigns as isolated efforts and start seeing them as inputs into a broader system. In many of the industries I’ve worked in, that system is anything but simple. Dig deeper: Why PPC teams are becoming data teams Media doesn’t live in a vacuum Marketing performance rarely exists in isolation. In many industries (especially those with longer decision cycles), a click is just the beginning, not the win. Whether you’re selling financial services, healthcare, or education, prospects move through nonlinear journeys influenced by multiple touchpoints, stakeholders, and moments of friction. This is where full-stack thinking becomes critical. Example 1: When media isn’t the problem, the experience is I’ve lost count of how many times I’ve heard this reaction when performance starts slipping: “The platform is getting more expensive.” Sometimes that’s true. But a product-minded media leader asks deeper questions: Has the conversion experience changed recently? Did we add steps, fields, or requirements? Are we driving mobile traffic to a hostile desktop experience? Across industries, I’ve repeatedly seen strong intent at the keyword or audience level, healthy CTRs, and solid landing-page engagement followed by a steep drop-off at the point of conversion. It’s a product experience problem. In higher ed, this often shows up when high-intent program traffic is routed to lengthy or confusing application flows, generic inquiry forms, or experiences that don’t match the promise of the ad, especially on mobile. Prospective students signal strong intent, only to hit friction that has nothing to do with media and everything to do with the experience they’re asked to navigate. A full-stack marketer doesn’t just flag this: they bring data, partner cross-functionally, and help prioritize fixes based on impact. Get the newsletter search marketers rely on. See terms. Example 2: Different audiences, different ‘products’ One of the most important product principles is that not all users are the same, and they shouldn’t be treated that way. Many organizations market to multiple audiences at once, each with different motivations, risk tolerance, and timelines. Treating them as if they’re buying the same “thing” is a fast track to average results. A product-minded media leader understands that: The value proposition changes by audience. The conversion event may be different. The decision timeline is almost certainly different. I’ve seen this clearly in healthcare, where patients, caregivers, and referring providers evaluate the same organization through entirely different lenses. Financial services presents a similar challenge, with banking, investment, and insurance decisions varying dramatically by life stage and goals. Full-stack marketers adapt media strategy accordingly, from channel mix to messaging to measurement. This is because they understand product-market fit, not just audience targeting. Example 3: What happens after the conversion One of the biggest blind spots in media strategy is what happens after someone converts. Product thinkers ask: How quickly does someone follow up? Is the first touch personalized or generic? Does the message align with the promise of the ad? I’ve seen performance improve without changing media at all, simply by improving speed-to-lead or aligning follow-up messaging with campaign intent. Healthcare offers especially clear examples of this dynamic due to intake workflows, appointment scheduling, and care coordination, but the principle is universal: media doesn’t end at the form fill. The full-stack marketer is accountable for conversions and outcomes. Dig deeper: What AI means for paid media, user behavior, and brand visibility Thinking in roadmaps Another hallmark of product management is roadmap thinking: prioritizing initiatives based on impact, effort, and sequencing. Full-stack media leaders bring this same approach to marketing: Short-term wins versus. long-term bets. Testing frameworks instead of one-off experiments. Incremental improvements to conversion paths. In practice, this might look like: Phase 1: Improve mobile application UX. Phase 2: Introduce program-specific landing pages. Phase 3: Layer in audience-based creative and messaging. Instead of chasing the “next shiny channel,” full-stack marketers focus on compounding gains. Data fluency: Asking better questions Product managers don’t just look at metrics. They interrogate them. The same should be true for media leaders. Instead of asking, “What’s the CPA?” I’ve learned to ask: “Which segments are converting efficiently, and which aren’t?” “How does performance differ by device, geography, or life stage?” “What signals indicate readiness vs. research?” In higher ed, this might mean: Separating brand vs. non-brand intent. Looking at assisted conversions. Evaluating performance by program. Data becomes a tool for decision-making. Collaboration is the new superpower Full-stack marketers are inherently collaborative because they have to be. In higher ed, success often requires alignment across: Admissions. Enrollment marketing. IT and web teams. Academic leadership. External partners. Media leaders who think like product managers don’t just execute requests. They help stakeholders understand trade-offs, prioritize initiatives, and rally around shared goals. They also translate data into stories people can act on. Dig deeper: Break down data silos: How integrated analytics reveals marketing impact See the complete picture of your search visibility. Track, optimize, and win in Google and AI search from one platform. Start Free Trial Get started with So, what does this mean for tomorrow’s media leaders? The rise of the full-stack marketer doesn’t mean specialization is dead. It means seeing the entire system matters more than optimizing any single piece of it. From my perspective, tomorrow’s strongest media leaders will: Understand the business behind the campaign. Think beyond their channel. Advocate for the user experience. Use data to inform and influence. Embrace ambiguity (and occasionally chaos). In categories where trust, timing, and transformation are at the core of the “product,” this mindset is no longer optional. At its heart, marketing here is more than campaigns. It’s guiding life-changing choices. If you’re a media leader feeling like your role is expanding faster than your job description — congratulations! You’re not losing focus. You’re evolving. View the full article
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Why the military is obsessed with the myth of the ‘infinite magazine’
High-energy laser weapons are often touted as offering decisive advantages over conventional kinetic systems, from speed-of-light engagement to a comparatively low cost per shot. But no claimed strength is more misleading than the promise of an “infinite magazine.”1 A fixture of military talking points and defense contractor briefings on directed energy for years, the appeal is simple: unlike conventional air defense assets like guns, missiles, and other kinetic interceptors, lasers do not run out of ammunition or require physical reloads in the middle of a firefight. As long as a laser weapon can draw power from a reliable source, the logic goes, it can keep shooting. While this framing is technically accurate in a narrow sense, it is also operationally misleading. Laser weapons do not defeat targets by expending discrete rounds, but by occupying time—and time, in combat, is always finite. Dwell Time as the Limiting Factor The vast majority of military laser weapons currently in development or operationally deployed are continuous wave systems, which disable or destroy incoming threats by focusing energy on a single point long enough to inflict catastrophic damage.2 This requires consistent and sustained contact between a laser beam and its intended target, typically measured in seconds. Because each laser engagement requires prolonged and uninterrupted dwell time, the system cannot counter another target—and until that engagement ends, the system’s effective fire rate is zero. In a defensive context, that constraint matters as much as whether the system has physical ammunition to reload. Unlike, say, a Terminal High Altitude Area Defense (THAAD) missile battery, which can launch multiple interceptors in rapid succession, a single-beam laser weapon must queue its engagements and commit several seconds to defeat each incoming target, leaving it unavailable to address other threats. Adding more power can certainly shorten dwell time under ideal conditions, but it does not allow simultaneous engagements unless the system is specifically designed with multiple independent beams and tracking channels. In saturation attacks like those that have defined the rise of drone warfare, these delays compound quickly. When multiple threats arrive at once, the laser must sequence engagements as incoming targets continue to close, straining air defense capacity. Each additional second spent on one target reduces the available margin for the next one. Missiles can be launched in parallel, but lasers cannot unless duplicated at significant cost and complexity. The result: laser defenses scale poorly against drone swarms. Combat Environment as a Hidden Tax Environmental conditions also erode the theoretical advantages of laser weapons. Atmospheric turbulence, humidity, fog, smoke, aerosols, and other obscurants all reduce the amount of focused energy that actually reaches a target. As conditions degrade, lasers require longer dwell times to achieve the same effect, or fail to achieve it at all. As I have noted before, these effects are especially pronounced for naval lasers, which operate in some of the most challenging environments for optical systems. This phenomenon effectively shrinks a laser weapon’s magazine before the system actually fires a shot. A laser that can defeat a drone in three seconds in clear air may require significantly longer in maritime haze or coastal humidity; in some conditions, it may not be able to maintain sufficient beam quality to engage at useful ranges. These charts from a 2014 analysis for the U.S. Naval Postgraduate School illustrate this nicely: (US Naval Postgraduate School/Chris Fussman) A Finite Magazine by Another Name Despite the ubiquity of the infinite magazine talking point, some high-energy laser weapon manufacturers are explicit about the real-world limits of their systems. Australian defense contractor Electro Optic Systems, for example, states that its 150 kilowatt ‘Apollo’ high-energy laser weapon can achieve “unlimited shots with external power,” but just “more than 200 stored engagements when isolated” on its own power source. But even with an unlimited power source, laser weapons face limits imposed by heat. Continuous wave systems generate and absorb significant thermal loads, particularly in their optics and beam-control components; after a series of engagements, they must reduce output or pause entirely to protect hardware and maintain beam quality. (On surface warships in particular, this thermal management competes with other demands on power and cooling systems from propulsion, sensors, and electronic warfare systems.) These inevitable pauses function as a form of reload even if they are not labeled as such, further complicating claims of unlimited fire. And even with advances in engineering, thermal management constraints appear unavoidable at the power levels required for meaningful defensive effects. Consider the draft requirements for the U.S. Army’s proposed Enduring High Energy Laser (E-HEL) effort, which stipulate that any proposed system must have a recharge cycle of no more than four minutes to “recover the magazine to original conditions.” EOS and the Army’s willingness to articulate limits on real-world engagement capacity highlight what the “infinite magazine” shorthand obscures: real laser weapons always operate within measurable physical bounds. In that way, a laser weapon is just like an M4 carbine: fire one long enough and you’ll likely be able to cook bacon on it. Power Generation Does Not Eliminate Engagement Limits It is tempting to assume that sufficiently large power generation solves these problems—that more megawatts translate directly into more defensive capacity. If a warship like the U.S. Navy’s Zumwalt-class destroyers can produce enormous amounts of electricity to power laser weapons, why not simply overwhelm dwell-time constraints with brute force? In practice, power availability does not translate directly into engagement capacity. Engagement capacity is governed by how quickly a system can process targets, not by how much raw power it can generate. Beam quality, pointing stability, atmospheric effects, and fire-control limits cap how much energy can be applied to any single threat at a given moment. A megawatt of available electricity does not become a megawatt applied to multiple targets simultaneously. Consider a laser that requires five seconds to defeat a small drone under ideal conditions. Ten drones arriving within thirty seconds demand fifty seconds of uninterrupted engagement time. Unless multiple independent beams are available, some threats will penetrate regardless of how much electricity sits unused in reserve. As a result, claims that lasers provide infinite defensive depth conflate endurance with throughput. Lasers can remain available longer than missile batteries in some scenarios, but they cannot process unlimited numbers of threats in a given time window. Why the Myth Persists The infinite magazine claim endures because it offers a compelling contrast to the missile shortages and high interceptor costs that advanced militaries are grappling with amid the rise of low-cost weaponized drones. Not only does it fit neatly into defense budget calculations and public narratives about technological advantage, but it’s also far easier to explain than the realities of beam physics, thermal management, and environmental constraints. Yes, laser weapons extend defensive endurance and provide new options against certain threats—a valuable addition to the vision of a layered defense that has defined U.S. air defense doctrine in recent years. But they do not remove the fundamental limits imposed by time, environment, and system architecture. In combat, magazines are not just what’s strapped to a service member’s MOLLE system, or packed away in an ammo can. They are what a weapon can process before the fight moves on. By that measure, laser weapons have magazines after all—measured not in rounds, but in seconds. This article is republished with permission from Laser Wars, a newsletter about military laser weapons and other futuristic defense technology. View the full article
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Purchase locks jump as rates dip in February
The 30-year fixed-rate mortgage fell below 6% at the end of last month for the first time since 2022, bringing purchase borrowers back to the market. View the full article
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Starbucks rewards changes start today with new tiers: How to tell if you’re Green, Gold, or Reserve
Starbucks customers who love collecting the company’s loyalty rewards stars for each dollar they spend are in for a change this morning. America’s No. 1 coffee chain is launching its revamped rewards program today, March 10. With it comes a tiered loyalty membership program and a new structure for earning stars and new rewards. Here’s what you need to know. The former Starbucks loyalty rewards system is no more Before today’s launch of the new rewards program, Starbucks’s previous loyalty system was more straightforward. Under the old system, which was in place from around 2019 until yesterday, there were no membership tiers. In that program, all Starbucks customers were equal because they earned the same number of stars for dollars spent. Under the old system, rewards members earned 1 star for every $1 spent or 2 stars for every $1 spent when paying with a pre-loaded Starbucks Card. Stars could be redeemed for rewards, such as a free extra shot of syrup (25 stars), free drinks (100 to 200 stars), and even free merch (400 stars). However, no matter how many stars a person earned, they needed to redeem those stars within six months, or they expired. But in January, Starbucks announced it was doing away with its reward program, which had treated every member equally. In its place, the company said it would launch a new rewards program that had three tiers of membership. Under the new program, the more loyal you are to the company (i.e., the more you spend), the greater your rewards will be. At the time of the announcement, Tressie Lieberman, Starbucks global chief brand officer, explained that the company’s Starbucks Rewards program has “always been about creating connection, and we’re evolving the program based on what our members told us matters most, offering faster, more meaningful benefits that make them feel appreciated.” That new program launches today. How is Starbucks new rewards program different? The main difference between the new Starbucks loyalty program launching today and the previous one is that the new program works on a tiered membership. Starbucks Rewards members are now grouped into three tiers based on the amount of stars they have earned (in other words, the amount of money they have spent). When a Starbucks Rewards member earns enough stars, they move into a higher tier, unlocking more rewards. The new tiers and stars structures are as follows: Green Member: This is the entry-level tier that every Starbcuks Rewards member starts at. Green members will receive 1 star for every $1 spent (so 10 stars for $10 spent). Gold Member: Once a Green Member collects 500 stars, they are promoted to a Gold Member. Gold Members earn 1.2 stars for every $1 spent (so 12 stars for $10 spent). Reserve Member: This is the highest level you can achieve under the new Starbucks Rewards program. Once you earn 2,500 stars, you are promoted from a Gold to a Reserve Member. Reserve members earn 1.7 stars for every $1 spent (so 17 stars for every $10 spent). No matter which membership tier you fall into, these stars can be redeemed for the same freebies. For example: a free shot of syrup (25 stars) up to $2 off any item (60 stars) free drinks (100-200 stars) free food (300 stars) free merch (400 stars) However, there are additional rewards unique to the new membership tiers. For example, while Green Members can keep their stars from expiring at the six-month mark by making eligible purchases, Gold and Reserve Members never see their stars expire as long as they maintain those membership tiers. Additionally, the higher your membership level, the more double-star days you get per year, and the longer you have to redeem your free birthday treat (1 day for Green, 7 days for Gold, and 30 days for Reserve). How do I know what membership tier I’m in? The good news for existing Starbucks Rewards members is that they do not start from scratch today. Starbucks is grandfathering existing rewards members into the new program based on the number of stars they accumulated between January 2025 and December 2025. This means that if you accumulated under 500 stars, you’ll be a Green Member today. If you accumulated between 500 and 2,499 stars during the period, you’ll be a Gold Member. And if you accumulated more 2,500 or more stars during the period, you’ll be a Reserve Member today. To see your new membership level under the revamped Starbucks Rewards program, simply open up your Starbucks app. Starbucks has also said it will alert Rewards members to their new status via email. In January, Starbucks said it had 35.5 million active Starbucks Rewards members in the United States. Why is Starbucks doing this? Clearly the company hopes the new system will boost loyalty and therefore sales. Brian Niccol, who took over as CEO of Starbucks in 2024, has been executing an aggressive turnaround plan, in part aimed at improving the in-store experience. Starbucks Corporation stock (Nasdaq: SBUX) is up over 18% year to date. In January, the company posted its first U.S. sales growth in two years. View the full article
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Programming Note: Offline For Several Days
This is a programming note that I will be not be posting here for the next several days. I am not exactly sure how long it will take and when I will be back at 100% but I am expecting it to take at least several days.View the full article