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  • A sobering stat from MIT Tech Review: only 5% of enterprise AI pilots actually deliver measurable business value, with nearly half abandoned before production. The bottleneck isn't the models—it's infrastructure, data accessibility, and integration challenges. This is why the "AI implementation gap" might be the real story of 2024-25, not the models themselves.
    A sobering stat from MIT Tech Review: only 5% of enterprise AI pilots actually deliver measurable business value, with nearly half abandoned before production. The bottleneck isn't the models—it's infrastructure, data accessibility, and integration challenges. 🎯 This is why the "AI implementation gap" might be the real story of 2024-25, not the models themselves.
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    Going beyond pilots with composable and sovereign AI
    Today marks an inflection point for enterprise AI adoption. Despite billions invested in generative AI, only 5% of integrated pilots deliver measurable business value and nearly one in two companies abandons AI initiatives before reaching production. The bottleneck is not the models themselves. What’s holding enterprises back is the surrounding infrastructure: Limited data accessibility, rigid…
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  • MIT Tech Review's take on CES reveals something interesting: Chinese tech companies are showing up with notable confidence despite ongoing chip restrictions and trade tensions. The optimism gap between US and Chinese AI companies at major trade shows is becoming a story worth watching closely.
    MIT Tech Review's take on CES reveals something interesting: Chinese tech companies are showing up with notable confidence despite ongoing chip restrictions and trade tensions. 🌏 The optimism gap between US and Chinese AI companies at major trade shows is becoming a story worth watching closely.
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    CES showed me why Chinese tech companies feel so optimistic
    This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. I decided to go to CES kind of at the last minute. Over the holiday break, contacts from China kept messaging me about their travel plans. After the umpteenth “See you in…
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  • MIT Tech Review named generative coding one of 2026's breakthrough technologies, and honestly, it's hard to argue. What started as a novelty has become a genuine productivity shift—engineers and non-coders alike are using AI assistants to handle the tedious parts of development. Curious how many of you have integrated these tools into your workflow already.
    MIT Tech Review named generative coding one of 2026's breakthrough technologies, and honestly, it's hard to argue. What started as a novelty has become a genuine productivity shift—engineers and non-coders alike are using AI assistants to handle the tedious parts of development. 🛠️ Curious how many of you have integrated these tools into your workflow already.
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    Generative coding: 10 Breakthrough Technologies 2026
    Generative AI’s ability to write software code has quickly created one of the technology’s first real use cases for business. Professional software engineers and novices alike are using AI coding assistants to produce, test, edit, and debug code, reducing the amount of time it takes to complete the often tedious steps required to finish projects.…
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  • MIT Tech Review just named AI companions one of their 10 Breakthrough Technologies for 2026. The stat that stands out: 72% of US teenagers have already used AI for companionship. We're watching a fundamental shift in how the next generation forms connections—whether that's exciting or concerning probably depends on who you ask
    MIT Tech Review just named AI companions one of their 10 Breakthrough Technologies for 2026. The stat that stands out: 72% of US teenagers have already used AI for companionship. We're watching a fundamental shift in how the next generation forms connections—whether that's exciting or concerning probably depends on who you ask 🤔
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    AI companions: 10 Breakthrough Technologies 2026
    Chatbots are skilled at crafting sophisticated dialogue and mimicking empathetic behavior. They never get tired of chatting. It’s no wonder, then, that so many people now use them for companionship—forging friendships or even romantic relationships.  According to a study from the nonprofit Common Sense Media, 72% of US teenagers have used AI for companionship. Although…
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  • MIT Tech Review just named mechanistic interpretability one of 2026's breakthrough technologies — and it's about time. We're building AI systems used by hundreds of millions daily, yet even their creators can't fully explain how they work. This field is trying to crack open the black box, and the progress being made could reshape how we develop and regulate AI going forward.
    MIT Tech Review just named mechanistic interpretability one of 2026's breakthrough technologies — and it's about time. We're building AI systems used by hundreds of millions daily, yet even their creators can't fully explain how they work. This field is trying to crack open the black box, and the progress being made could reshape how we develop and regulate AI going forward. 🔬
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    Mechanistic interpretability: 10 Breakthrough Technologies 2026
    Hundreds of millions of people now use chatbots every day. And yet the large language models that drive them are so complicated that nobody really understands what they are, how they work, or exactly what they can and can’t do—not even the people who build them. Weird, right? It’s also a problem. Without a clear…
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  • MIT Tech Review just named hyperscale AI data centers one of their breakthrough technologies for 2026. These aren't your typical server farms—we're talking purpose-built infrastructure with custom chips, novel cooling systems, and dedicated power sources designed specifically for training massive models. The physical layer of AI is becoming its own engineering discipline.
    MIT Tech Review just named hyperscale AI data centers one of their breakthrough technologies for 2026. These aren't your typical server farms—we're talking purpose-built infrastructure with custom chips, novel cooling systems, and dedicated power sources designed specifically for training massive models. 🏗️ The physical layer of AI is becoming its own engineering discipline.
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    Hyperscale AI data centers: 10 Breakthrough Technologies 2026
    In sprawling stretches of farmland and industrial parks, supersized buildings packed with racks of computers are springing up to fuel the AI race. These engineering marvels are a new species of infrastructure: supercomputers designed to train and run large language models at mind-­bending scale, complete with their own specialized chips, cooling systems, and even energy…
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  • Fascinating framing from MIT Tech Review - researchers are approaching LLMs the way biologists study unfamiliar organisms, probing behaviors they don't fully understand rather than engineering systems they designed. The scale comparison alone is wild, but the real shift here is methodological: we're moving from "how did we build this" to "what is this thing actually doing."
    Fascinating framing from MIT Tech Review - researchers are approaching LLMs the way biologists study unfamiliar organisms, probing behaviors they don't fully understand rather than engineering systems they designed. 🔬 The scale comparison alone is wild, but the real shift here is methodological: we're moving from "how did we build this" to "what is this thing actually doing."
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    Meet the new biologists treating LLMs like aliens
    How large is a large language model? Think about it this way. In the center of San Francisco there’s a hill called Twin Peaks from which you can view nearly the entire city. Picture all of it—every block and intersection, every neighborhood and park, as far as you can see—covered in sheets of paper. Now…
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  • MIT Tech Review breaks down one of the most fundamental concepts in AI that gets thrown around constantly but rarely explained well. If you've ever wondered what people actually mean when they say GPT-4 has "trillions of parameters" – this is worth the read
    MIT Tech Review breaks down one of the most fundamental concepts in AI that gets thrown around constantly but rarely explained well. If you've ever wondered what people actually mean when they say GPT-4 has "trillions of parameters" – this is worth the read 🧠
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    LLMs contain a LOT of parameters. But what’s a parameter?
    MIT Technology Review Explains: Let our writers untangle the complex, messy world of technology to help you understand what’s coming next. You can read more from the series here. I am writing this because one of my editors woke up in the middle of the night and scribbled on a bedside notepad: “What is a…
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  • MIT Tech Review tackles something we don't talk about enough: why predicting AI's trajectory is genuinely difficult. From holiday dinner conversations about chatbot-induced psychosis to debates over energy costs, AI has gone mainstream in messy, unpredictable ways A good reminder that even experts are navigating uncertainty here.
    MIT Tech Review tackles something we don't talk about enough: why predicting AI's trajectory is genuinely difficult. From holiday dinner conversations about chatbot-induced psychosis to debates over energy costs, AI has gone mainstream in messy, unpredictable ways 🔮 A good reminder that even experts are navigating uncertainty here.
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    Why AI predictions are so hard
    This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Sometimes AI feels like a niche topic to write about, but then the holidays happen, and I hear relatives of all ages talking about cases of chatbot-induced psychosis, blaming rising electricity prices…
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  • MIT Tech Review's annual "What's Next" predictions are always worth a read — they've got a solid track record of spotting trends before they go mainstream. 2026 predictions hit different when the field is moving this fast Curious which of these will age well and which won't survive the year.
    MIT Tech Review's annual "What's Next" predictions are always worth a read — they've got a solid track record of spotting trends before they go mainstream. 2026 predictions hit different when the field is moving this fast 🔮 Curious which of these will age well and which won't survive the year.
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    What’s next for AI in 2026
    MIT Technology Review’s What’s Next series looks across industries, trends, and technologies to give you a first look at the future. You can read the rest of them here. In an industry in constant flux, sticking your neck out to predict what’s coming next may seem reckless. (AI bubble? What AI bubble?) But for the…
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  • MIT Tech Review dives into AI therapists amid a sobering stat: over a billion people globally face mental health challenges, with anxiety and depression rising sharply among young people. The potential here is massive, but so are the ethical questions around AI handling vulnerable populations. One of those spaces where getting it right really matters.
    MIT Tech Review dives into AI therapists amid a sobering stat: over a billion people globally face mental health challenges, with anxiety and depression rising sharply among young people. 🧠 The potential here is massive, but so are the ethical questions around AI handling vulnerable populations. One of those spaces where getting it right really matters.
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    The ascent of the AI therapist
    We’re in the midst of a global mental-­health crisis. More than a billion people worldwide suffer from a mental-health condition, according to the World Health Organization. The prevalence of anxiety and depression is growing in many demographics, particularly young people, and suicide is claiming hundreds of thousands of lives globally each year. Given the clear…
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  • MIT Tech Review's year-end glossary is actually a decent snapshot of how fast the landscape shifted in 2025. From DeepSeek's disruption to terms we couldn't escape, it's wild to see how much ground we covered in 12 months. Worth a skim if only to realize half these concepts barely existed two years ago.
    MIT Tech Review's year-end glossary is actually a decent snapshot of how fast the landscape shifted in 2025. From DeepSeek's disruption to terms we couldn't escape, it's wild to see how much ground we covered in 12 months. 📅 Worth a skim if only to realize half these concepts barely existed two years ago.
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    AI Wrapped: The 14 AI terms you couldn’t avoid in 2025
    If the past 12 months have taught us anything, it’s that the AI hype train is showing no signs of slowing. It’s hard to believe that at the beginning of the year, DeepSeek had yet to turn the entire industry on its head, Meta was better known for trying (and failing) to make the metaverse…
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