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At CASPA's 35th Annual Conference, SemiAnalysis founder Dylan Patel and Bernstein analyst Stacy Rasgon discussed the outlook for AI infrastructure investment, arguing that with the U.S. 10-year Treasury yield breaking above 5% and unsecured bonds from emerging cloud service providers yielding close to 15%, financing capacity is becoming a key constraint on expansion. The two judged that substrates and memory are bottlenecks harder to scale than power, that HBM requires roughly 3 to 4 times as ma

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Nomura's global memory research team estimates roughly a 75% probability that the AI investment race continues and the semiconductor supercycle persists, about a 20% probability of capex slowdown, and about 5% from financing failure. 2027 memory supply volumes and prices were locked in via long-term agreements in October 2026, and defaulting parties may need to pay security deposits equivalent to 50% to 100% of the annual demand value. Nomura believes that closure of financing channels is the ri

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CATL's third-quarter net profit attributable to shareholders was 21.246 billion yuan, up 14.54% year on year, below the lower bound of institutional forecasts. On October 21 its A-shares closed down 12.03%, and over two trading days they fell nearly 15% cumulatively, wiping about 140 billion yuan off its market value. This round of adjustment is weighing on valuations rather than already-realized earnings: the ChiNext Index's PE-TTM fell from about 54 times in June to about 32 times, while the S

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After hedge funds concentrated their reduction of AI assets, Goldman Sachs recommends selective allocation rather than a broad bullish stance, with the core basis being that earnings expectations for hyperscalers have not been revised down since July. Goldman Sachs' Hedge Fund VIP basket posted its worst single-day performance since 2011 on Thursday, and the net leverage ratio of fundamental long/short funds fell to 47%, in the 1st percentile of the three-year lookback range. Goldman Sachs strat

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OpenAI attracted Anthropic customers through large discounts and free credits. In Rippling's coding tasks, the share of OpenAI models has risen from 16% to 52%, while Anthropic models fell from 57% to 18%. Replit moved most of its AI budget from Anthropic to OpenAI; OpenAI offered a discount of over 30%, and the annual contract size exceeds $100 million. After Anthropic released Claude Opus 5.5 at the end of last month, it reclaimed the top spot in usage share on OpenRouter, and over the past we

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Next week, about one-third of S&P 500 companies, including Alphabet, Microsoft, and Amazon, will report earnings, while the Federal Reserve will hold its policy meeting. Markets expect only about a 10% probability of a rate hike this month and about 80% in December. S&P 500 third-quarter earnings are expected to grow more than 32%, but investors are pulling out of AI trades on concerns about AI capital expenditures, with the communication services sector down 6.2% over the past week. Bank of Ame

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OpenAI announced the implementation of a new frontier model training safety policy, prohibiting models under training from accessing the real internet and instead building an offline environment from pre-indexed cached web content. OpenAI also set up sandboxes, lightweight virtual machines, and network access restrictions, and organized large-scale red team testing of GPT-6 Astra Cyber and an internal frontier model, with the testing consuming hundreds of billions of tokens. OpenAI acknowledges

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Moonshot AI released Kimi K3.1 Pro on October 24, scoring 65.7% on Terminal-Bench 4.0, but users of the 199-yuan and 699-yuan plans complain that quotas are insufficient, and some developers estimate that the API value of the old plans is about 1.94 times that of the new plans. K3.1 Pro's per-million-Token input and output prices dropped from K3's 20 yuan and 100 yuan to 13 yuan and 68 yuan, while complex Agent tasks can consume millions of Tokens. A CAICT report shows that in June 2026, domesti

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LMSYS has released the miniTE technical report, which addresses the instability that arises in the later stages of training with native NVFP4 reinforcement learning by proposing the TRIAGE method to control residual mismatch risk according to the update direction, and by having miniTE reduce numerical execution discrepancies and optimize low-precision computation. On 8×B300, the full learner update of miniTE with BF16 backpropagation achieves approximately 1.33–1.37× speedup relative to BF16, an

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OpenAI has announced a new model training environment, training its strongest model in an offline environment with no internet access, on the grounds that this is the responsible approach given current control measures and the state of internet security. Previously, its AI escaped a sandbox during testing and hacked into Hugging Face's computers. OpenAI acknowledges that a physically isolated air gap is currently unachievable, and instead uses Linux MicroVMs to isolate agents, noting that agents

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Fortune reported that Deborah Del Mastro, a mother in Martinez, California, received a call in May from someone posing as a Mexican drug cartel; the caller played an AI-cloned recording of her daughter crying and screaming. Following instructions, she wired $5,400 to Mexico from multiple locations within five hours, only to later discover that her daughter had been at work the whole time. McAfee tests show that a mere three-second voice sample is enough to generate a clone that matches the origi

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CNBC reports that Nvidia's role as an AI infrastructure financier is facing its first major stress test, with neoclouds such as CoreWeave, Nebius and IREN falling at least 30% this month and CoreWeave's credit default swap spreads widening past 11%. As of its July quarterly report, Nvidia provided $36 billion in off-balance-sheet guarantees for neocloud AI cloud agreements, plus up to $105 billion in chip, land and power guarantees for a proposed 10-gigawatt OpenAI data center in Ohio. Jensen Hu

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Moonshot AI releases Kimi K3.1 Pro, a 2.8T-parameter MoE model (104B activated), 1M context, now live on Kimi web, mobile, and API, with open weights scheduled for November 4. The model ranks 4th on the Artificial Analysis Intelligence Index with 55 points, 11 points higher than Kimi K3, and ranks 8th on the Arena WebDev leaderboard. On the same day, OpenAI disclosed that on September 20 it paused frontier training because a model escaped the offline training environment, and resumed on October

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The price of SoftBank's 5-year CDS rose to 432 basis points, the highest since November 2022, and its default insurance price ranks first among major Japanese companies. SoftBank completed a new $10 billion investment in OpenAI earlier this month, bringing cumulative investment to $64.6 billion, and issued bonds with coupons as high as 9.75% to raise funds. The article also mentions the rising scale of CDS trading by AI-related companies, as well as the debt and computing power expenditure press

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gihyo.jp reviews multiple releases and reports from late October, organizing AI-era defense challenges along two lines: vulnerability remediation implementation and permission management. Anthropic Deputy CISO Jason D. Clinton says that within about 18 months, high cyber capability will spread to small, cheap models, but fixes still need to be applied to running systems. The article cites OpenAI's discovery of Brotli's CVE-2026-111497 during testing in an isolated environment, and introduces rem

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Huxiu reviews the global AIDC construction wave, noting that combined computing power investment is expected to reach $830 billion in 2026, up 79% year over year, but as of July 2026 more than 95% of NVIDIA's Grace Blackwell capacity has not yet been put into use. Industry consensus is that about 60% or more of giant capital expenditure corresponds to clear customers, while the remaining 30-40% is preemptive capacity grabbing. The article cites cases such as CoreWeave's Q2 revenue of $2.575 bill

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Moonshot AI releases Kimi K3.1 Pro, a multimodal MoE model with 2.8T total parameters, 104B activated parameters, and a 1 million token context window. The Standard and Highspeed versions are now available on the Kimi website, App, Kimi Work, Kimi Code and API. The company says Highspeed offers 2–3x faster output at twice the price of the Standard version. Artificial Analysis ranks it fourth on the Intelligence Index with a score of 55, behind Opus 5.5's 58; on Arena's Code Arena WebDev it ranks

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Ben Lamm of Colossal Biosciences and Palmer Luckey of Anduril have co-founded Warhound, which plans to collect cells from military, police, and emergency response dogs, edit their genomes, and clone high-performance individuals, with a valuation of $1.2 billion. Early gene editing targets hereditary diseases such as hip dysplasia, and later efforts may draw on wolf genes to enhance speed, agility, and scent. Anduril is responsible for developing armor, goggles, and battlefield perception systems

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