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A single revenue announcement from OpenAI can make investors in several AI companies nervous at once. Looking back at CoreWeave's Q2 2026 financial report, three major clients contributed 36%, 26%, and 10% of the quarterly revenue respectively, totaling 72%. This is the company's disclosed anonymous client classification, so we cannot arbitrarily assign names to any company, but it is enough to remind us: people who bought different codes may still be relying on the budgets of the same group of clients. If a major client of a computing power supplier adjusts their purchases, the impact may be transmitted to other companies through orders, equipment investments, and financing arrangements. Different positions in the industry chain mean different times to bear the changes. Simply buying chips, cloud services, and model-related assets and assuming diversification is complete might be too optimistic. AI demand still deserves study. What worries me is that everyone only compares how fast each company grows, forgetting to check who the growth depends on. Having more clients looks reassuring; however, if most revenue is still decided by a few major clients, a change in their procurement budget may not be compensated by smaller clients. Therefore, regarding this revenue controversy, I want to trace which companies the concerned firms are actually selling to and what conditions the contract fulfillment depends on. There are many lively companies in the industry, but the number of people actually paying might not be as many as imagined. After reviewing client concentration, discussing diversification will feel more grounded. #OpenAI revenue reporting controversy sparks debate, AI investment returns under scrutiny Brothers, I'm stubborn, I'm charging first, shorting to pay respects! Taking advantage of the macro pressure from the interest rate hike meeting not yet fully revealed, I'm placing a short position first. $ETH surged sharply from 2473 to 2578, now stuck around 2564. The 2580 level above has been tested twice but failed to break through, a typical resistance level. MA5 and MA10 are still rising but clearly starting to flatten, and volume is shrinking. On the news side, "Dialogue with Papertrade co-founder Jez" about the market is all ambiguous nonsense, no substantial positive news. I entered a short at 2564.09, the rate hike is imminent, chasing longs at this level is just handing money to the manipulators. I'll plant the short position first, wait for the macro shoe to drop, let the bullets fly a bit. $BTC $MAGIC #CPI and PPI releases imminent, rate hike expectations face a test #Russia-Ukraine may reach an "energy ceasefire" agreement, progress to be confirmed $DOS DOSUSDT perpetual contract, current price 0.2847, increase +4.82% 1. Market Cap & Token Supply • Current circulating market cap: 380 million yuan, ranked 168 by market cap, classified as a small to mid-cap altcoin, small market size, easily manipulated by capital. • Maximum total supply: 1 billion tokens, current circulation only 200 million tokens, circulation rate 20% 2. Objective Analysis of Current Situation 1. Market phase: sharp rise after listing followed by deep correction At the initial listing stage, capital pushed the price up to a high of 2.25, then a large amount of capital cashed out and exited, price continued to decline, representing a downtrend after a speculative peak. Now there is a slight rebound around 0.28 (+4.82%), which is just a short-term rebound during the downtrend, not a reversal. 2. Biggest risk in token structure: large amount of locked tokens Circulation rate only 20%, 80% of tokens are locked. Once unlocking starts later, large amounts of tokens will flood the market, directly crashing the price. Token unlocking is the most common trigger for sharp crashes in altcoins. Whales/project teams hold huge amounts of unreleased tokens and can dump anytime. 3. Objective Opportunities and Risks (for information analysis only, no trading advice) Short-term potential opportunity (theoretical only) AI + Web3 theme, if the market re-speculates this sector, a small amount of speculative capital entering could cause small-cap coins to experience rapid short-term rebounds. Extremely high risk (key point) 1. Unlocking sell pressure risk (top risk): 80% of tokens are not circulating, future unlocking will bring huge sell pressure, potentially crashing the price at any time. This morning we were still saying 84 didn't hold, current price around 835 — now it's touched back around 84000, just now it hit 84360 then pulled back. Monday's candle is like a spring being twisted repeatedly. Answering the question: It has been lifted back, but it's still early to say 84 is firmly held. 24-hour high 84361, low about 82957, current price roughly 84000 — climbed from 83.5 back to the doorstep of 84 within half a day, ETF big accounts were still selling last week, the knife is still hanging before the 10/14 CPI. My plan: Don't chase longs near 84; those who are short, don't rush to flip into dead longs. Let's first see the CPI release on Wednesday, then decide if this candle is a retest of the floor or a fake lift before the second cut. Where do you stand now: A) Hold through CPI once it touches back 84, or B) Take profits near 84 first and wait for the knife to come? Comment below, #CPI and PPI releases imminent, rate hike expectations face test $BTC I'll reply one by one.On October 12, BTC rebounded from a low of $80,400 to above $84,000, reclaiming the $83,000 level. A week ago, BTC was still above $86,000, then it steadily dropped below $81,000 and $80,000, hitting a low of $80,400. The aftermath of this sharp decline has not yet dissipated, but the rebound has already begun. Where does the momentum for the rebound come from? The most direct driver of this rebound is short covering. In the past 24 hours, the total liquidation amount across the network was about $162 million, of which short liquidations accounted for about $113 million, or 69.5%. When the price broke through $84,000, about $83 million worth of short positions were forcibly liquidated. The buying generated by forced short covering further pushed the price higher. The signals from the capital side are much more complex. On October 9, the US spot BTC ETF recorded a net inflow of $21.1 million, with BlackRock IBIT contributing $22.4 million. But placing this figure in the context of last week's overall picture greatly diminishes its significance. In the first week of October (October 5 to 9), BTC spot ETFs had a total net outflow of $678.9 million, whereas the previous week still saw a net inflow of $241.1 million. The capital outflow was mainly concentrated on October 7 and 8, with a combined outflow of $729 million over the two days. On October 7 alone, there was a net outflow of $484.9 million, the largest single-day outflow since late June, with BlackRock IBIT outflowing $207.7 million and Fidelity FBTC outflowing $105 million The asset perspectives of two generations are shifting. On the left is the "Old Generation Asset View": Moutai, jadeite, jade, luxury watches, calligraphy and paintings, rosewood, school district housing, commercial shops. The logic is— the longer you hold, the more valuable it becomes, provided someone takes over. On the right is the "New Generation Asset View": BTC, gold, computing power, multi-currency accounts, overseas brokers, multiple passports, offshore companies, subscription income, personal IP. The logic is— able to leave anytime, able to liquidate anytime, provided you’re not trapped. One places hope in "someone taking over," the other holds the initiative in their own hands. Which side are you on? #资产观 #代际差异 #BTC #个人IP #全球化