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  "video": {
    "url": "https://youtu.be/WcckBmkauBQ?si=7WHvW73Oqwm9lUa6",
    "id": "WcckBmkauBQ",
    "title": "The Dirty AI lie : How the GREATEST bet in human history started to crack in June 2026?",
    "duration_seconds": 1252,
    "channel": "Think School",
    "language": "en"
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    {
      "rank": 1,
      "score": 92,
      "start_time": "00:13:10.160",
      "end_time": "00:14:27.440",
      "duration_seconds": 77.28,
      "hook": "Apple just raised prices in the middle of a product year—here’s why.",
      "why_it_works": "This clip delivers a clear payoff with Apple’s unprecedented price hike, backed by shocking statistics on memory costs. It’s standalone, emotionally compelling, and ties directly to the AI tax narrative.",
      "context_summary": "Memory chip prices surged due to AI demand, forcing Apple to raise prices mid-year for the first time in history.",
      "clip_title": "Apple’s Secret Price Hike Explained",
      "alternate_titles": [
        "Why Your Next MacBook Will Cost More",
        "The AI Tax You’re Already Paying"
      ],
      "short_caption": "Apple raised prices mid-year for the first time ever—here’s the shocking reason why.",
      "on_screen_text": [
        "Apple raised prices mid-year",
        "Memory chip prices surged 5.5x in 6 months"
      ],
      "hashtags": [
        "#ApplePriceHike",
        "#AITax",
        "#TechNews",
        "#Inflation"
      ],
      "virality_factors": {
        "curiosity_gap": 9,
        "emotional_intensity": 8,
        "contrarian_angle": 7,
        "standalone_clarity": 10,
        "payoff_strength": 9,
        "shareability": 9
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      "transcript_excerpt": "factory would do. They shifted 93% of their production towards AI memory because that is a rule of capitalism, right? Capital always flows to the highest bidder. Now watch what happens at bigger scales. DM prices are up by 171% year-over-year as of March 2026. DDR5 memory are up 4x since September 2025. A contract price for PC memory is up by 105 to 110% in one quarter. In fact, Dell CEO said that the price of 1 GB of DAM went from 0.43 to $2.39 in just 6 months. That is a 5 and a half times increase in price. In fact, that is why on 25th of June 2026, Apple did something that it had never done before. In the middle of a product year, Apple simply raised their prices. This is the reason why they said, \"We have never seen a competent price increase this much this quickly. We've shielded our customers from these increases so far. But now we've reached a point where we need to begin raising prices. Now that is Apple telling you this guys. The richest most vertically integrated tech company in the world is telling you that they cannot absorb this cost. That is how you are paying the AI tax.",
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    {
      "rank": 2,
      "score": 88,
      "start_time": "00:14:16.720",
      "end_time": "00:15:32.079",
      "duration_seconds": 75.359,
      "hook": "The AI bubble is following the same deadly pattern as the telecom crash—here’s how.",
      "why_it_works": "This clip introduces the capital cycle framework with a clear, memorable analogy to the telecom bubble. It’s contrarian, curiosity-driven, and sets up a strong narrative payoff.",
      "context_summary": "The AI industry is repeating the same economic cycle that led to the telecom crash: high returns attract capital, overcapacity builds, and collapse follows.",
      "clip_title": "The AI Bubble’s Fatal Flaw",
      "alternate_titles": [
        "Why AI Will Crash Like the Telecom Bubble",
        "The Capital Cycle That Dooms AI"
      ],
      "short_caption": "AI is repeating the same deadly economic cycle that destroyed the telecom industry. Here’s how.",
      "on_screen_text": [
        "AI follows the same pattern as the telecom crash",
        "High returns → Overcapacity → Collapse"
      ],
      "hashtags": [
        "#AIBubble",
        "#TechCrash",
        "#CapitalCycle",
        "#EconomicHistory"
      ],
      "virality_factors": {
        "curiosity_gap": 8,
        "emotional_intensity": 7,
        "contrarian_angle": 9,
        "standalone_clarity": 10,
        "payoff_strength": 8,
        "shareability": 8
      },
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      "transcript_excerpt": "how you are paying the AI tax. But this is where a scary question arises. If enterprises are moving off claw to save 90%. If Apple cannot absorb cost anymore, if the ROI is broken, then why are Amazon, Microsoft, Google, and Meta still spending more? Well, the answer is one of the most fascinating concepts in economics, and it explains every single bubble in human history. It's called the capital cycle. In this cycle, there are four steps. Step number one, high returns attract capital. Step number two, capital keeps flowing until over capacity is built. Step three, return over capacity eventually results into collapse. And step four, everyone dies except a few survivors who eventually make a fortune when demand catches up. And every bubble in modern history has followed this exact same pattern. Let me show you how.",
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    {
      "rank": 3,
      "score": 85,
      "start_time": "00:00:02.080",
      "end_time": "00:01:20.799",
      "duration_seconds": 78.719,
      "hook": "Apple just raised prices mid-year—here’s the shocking reason why.",
      "why_it_works": "This clip opens with a high-impact hook (Apple’s price hike) and delivers a clear, standalone payoff. It’s emotionally compelling and ties directly to the AI tax narrative.",
      "context_summary": "Apple raised prices mid-year for the first time in history due to soaring memory chip costs driven by the AI boom.",
      "clip_title": "Apple’s Mid-Year Price Hike: The AI Tax",
      "alternate_titles": [
        "Why Apple Raised Prices in the Middle of the Year",
        "The Hidden Cost of AI on Your Wallet"
      ],
      "short_caption": "Apple raised prices mid-year for the first time ever—here’s the shocking reason why.",
      "on_screen_text": [
        "Apple raised prices mid-year",
        "Memory chip prices surged 5.5x in 6 months"
      ],
      "hashtags": [
        "#ApplePriceHike",
        "#AITax",
        "#TechNews",
        "#Inflation"
      ],
      "virality_factors": {
        "curiosity_gap": 9,
        "emotional_intensity": 8,
        "contrarian_angle": 7,
        "standalone_clarity": 10,
        "payoff_strength": 9,
        "shareability": 9
      },
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      "transcript_excerpt": "How do you think about this bubble talk that has been going on for the last few months especially? >> I mean I I think it's quite possible. >> Ladies and gentlemen, on 25th of June 2026, Apple did something that it has never done in its history. In the middle of the year for no new product, it just raised prices. MacBook Air is up by 18%, iPad Pro is up by 20% and Apple TV is up by 54%. Apple said yesterday it is immediately raising prices on the products. >> The company says soaring memory chip prices are driving up costs and the AI boom is a major factor behind the surge. >> The AI trade is leading to real near-term inflation. >> And when asked why, Apple said something remarkable. They said, \"We have never seen a competent price increase this much this quickly.\" And the reason your laptop got more expensive is because of a war being fought over tiny memory chips thousands of kilometers away. And look at this graph. In 2020, before Chad GBD existed, the four biggest US tech companies spent combined $90 billion on capeex. In 2023, they spent $147",
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    },
    {
      "rank": 4,
      "score": 82,
      "start_time": "00:15:20.240",
      "end_time": "00:16:38.560",
      "duration_seconds": 78.32,
      "hook": "The AI bubble is mirroring the telecom crash—here’s the terrifying parallel.",
      "why_it_works": "This clip draws a direct parallel between AI and the telecom crash, using shocking statistics (e.g., 2.7% fiber utilization) to create a strong curiosity gap and emotional intensity.",
      "context_summary": "The AI industry is repeating the same overcapacity and underutilization mistakes that led to the telecom crash, with 95% of fiber optic cables sitting unused.",
      "clip_title": "AI’s $500 Billion Mistake (Just Like the Telecom Crash)",
      "alternate_titles": [
        "Why AI Will Fail Like the Telecom Bubble",
        "The Overcapacity Crisis in AI"
      ],
      "short_caption": "AI is repeating the same $500B mistake that destroyed the telecom industry. Here’s how.",
      "on_screen_text": [
        "AI is repeating the telecom crash",
        "95% of fiber optic cables sat unused"
      ],
      "hashtags": [
        "#AIBubble",
        "#TelecomCrash",
        "#Overcapacity",
        "#TechHistory"
      ],
      "virality_factors": {
        "curiosity_gap": 9,
        "emotional_intensity": 8,
        "contrarian_angle": 8,
        "standalone_clarity": 10,
        "payoff_strength": 8,
        "shareability": 8
      },
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      },
      "transcript_excerpt": "traffic was exploding and everybody just knew that bandwidth demand would grow forever. Some founders even believed that internet traffic would double every 3 months. So money came pouring in to build the fiber optic cables. And then came the flood. Several companies raised to lay fiber optic cables across the country. And in just 5 years after that act, telecom companies poured more than $500 billion into cables, switches and networks. And if you look at the financials of these companies, you will see why the AI bubble is very similar. A company called Global Crossing went from a small equity check to a $47 billion valuation without ever making a single year of profit. Corvis, a fiber equipment startup, pulled off a $1.1 billion IPO with literally 0 in revenue and carried a $32 billion market cap. And just when everyone thought they'll become millionaires and billionaires, the collapse happened. You know what happened? Everyone thought that the internet will explode by 1,000% year on year, but the internet traffic only exploded by 100% year on year, which was great, but not great enough to justify the cost of investment. You know how much of this installed fiber was actually utilized? Take a guess. 50%, 20%, 10%, at least 5% must have been utilized, right? Well, guess what? By",
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}