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The founder of Personal AI Agent Instinct stated that the number of users increases by about 10% daily, and the computing power nearly doubles every week

Noah Shinn, founder of Personal AI Agent Instinct, stated that the company's user base has been growing by about 10% to 11% daily in recent weeks, leading to a corresponding demand for computing power that is close to doubling each week. He now spends about 40% of his time considering how much computing power to purchase in advance.Shinn indicated that computing power cannot be procured in sync with user growth. Purchasing only double the current computing power would be exhausted in about a week; buying five times would run out in less than three weeks; directly purchasing ten times would mean a significant upfront investment. Many resources need to be booked months in advance, and the price for temporarily supplementing computing power could be three to four times higher. He mentioned that purchasing too little makes it difficult to support growth, while purchasing too much would amplify costs when growth slows down.He estimates that even if the daily growth rate drops from 10% to 5% to 8%, after continuous growth for 3 to 4 months, it may still be necessary to prepare computing power for a scale of 100 million users, and the waiting time for new computing power to come online would be roughly the same. He believes that this is more challenging than scaling consumer internet products like Instagram and Facebook, because each new user of the personal agent continuously consumes a large amount of model inference. He stated that Instinct's current scaling speed is even faster than similar situations encountered by Claude Code and Codex in the past.

first_img Samsung Electronics accelerates the construction of the first mass production line in Pyeongtaek P5, with the equipment introduction target moved up to the second quarter of next year

According to a report by ZDNet Korea on September 28, Samsung Electronics is accelerating the construction of the first mass production line (Ph1) at the Pyeongtaek Fifth Campus (P5) and is discussing with major equipment manufacturers to move the target for Ph1 equipment installation from the originally planned third quarter of next year to the second quarter of next year. P5 is the next-generation semiconductor production base aimed to be operational by 2028, and the construction of the Ph1 cleanroom began in the third quarter of this year.Samsung Electronics had previously advanced the completion of the P5 Ph1 cleanroom, originally scheduled for early next year, by about six months, so the equipment installation is expected around the third quarter of next year. Industry insiders say that the start time for equipment installation is planned to be moved up from July to August next year to around May to June next year; others have indicated that Samsung has even proposed to deliver equipment in the first quarter of next year for temporary storage at other locations, showing a strong willingness to invest early.Discussions on the investment for the second phase of P5 (Ph2) are also progressing. Currently, Ph1 is more likely to be built as a DRAM and HBM production line, while Ph2 is more likely to be built as an advanced NAND production line, including the tenth generation (V10). Equipment industry insiders say that formal purchase orders have not yet been placed, but Samsung has discussed building Ph2 as a NAND production line with partners, and due to the long equipment delivery cycle, they are requesting to prepare relevant components in advance. Reports indicate that large global tech companies are increasing orders for high-performance DRAM and NAND for AI infrastructure, while storage companies like Samsung have limited production capacity. Samsung stated during the second quarter earnings call in July that unmet demand this year will extend into next year, and the supply shortage next year will be more severe than this year, with shortages expected to continue until 2028.
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