JPMorgan notes that Ciena's backlog will exceed ten billion dollars and NetApp has confirmed AI storage as structural demand; Goldman Sachs significantly raised Micron's forward revenue forecast and is bullish on Gigadevice's SLC NAND volume ramp-up, but shortages of optical components and memory costs approaching 40% of total costs for HP Inc. constitute substantive constraints on hardware delivery and margins.

JPMorgan emphasizes that Oracle's IaaS revenue surged 121% and RPO reached USD 6640 billion, but deeply negative free cash flow will persist until FY30 and there is heavy reliance on a single customer; Macquarie believes Phancy is transitioning toward full-stack AI infrastructure with high API revenue growth, but free cash flow will remain negative until 2028; Nomura expects global token market revenue to reach USD 1.348 trillion by 2030, with hyperscaler platforms' EBIT margins significantly higher than those of standalone LLM vendors.

Wedbush notes that the surge in AI-enabled attacks is forcing enterprises to consolidate security vendors, with Palo Alto Networks seeing a large increase in platform deals while Tenable faces disruption risk; Bank of America expects the quantum technology TAM to reach USD 800 billion by 2035, but the theoretical threshold of physical qubits needed to crack RSA-2048 has plunged to ten thousand, while 70% of surveyed organizations have not yet launched post-quantum cryptography projects, and Rubrik and Datadog benefit from rigid demand for cyber resilience and AI telemetry data.

Goldman Sachs expects refinery outages in Russia and the Middle East to drive surges in European and US diesel margins, with a mid-cycle framework showing positive asymmetry in LNG, refining, power, and steel stocks, though it lowered its 2027 US natural gas price forecast; HSBC notes that Chinese refining profits are supported by low crude costs and a 36% plunge in MEG imports, with integrated refiners such as Tongkun showing significant profit elasticity; Citi Research finds that lithium prices have fallen due to weakening expectations for energy storage demand, but mine supply disruptions and inventory destocking provide a floor.

Bank of America notes that Japan's gaming industry posted record operating profits and accelerating game approvals in China could drive valuation rerating, Korean MMORPG monetization is durable, and AI is positioned as a development enabler rather than a replacement; Barclays believes AI music generation services are more like social creation platforms than direct substitutes for Spotify, but in an environment where the content supply curve is nearly vertical, platforms that control distribution and rights clearance will capture more value.

A Morgan Stanley survey indicates that US GLP-1 drug penetration will continue to rise, with Eli Lilly's share expected to climb to 50% while Novo Nordisk faces pressure; oral formulations are bringing in new patients, but retention in self-pay channels is relatively short; Goldman Sachs notes that near-term risks of major drug pricing legislation have diminished and the Medicare GLP-1 pilot may be delayed, but Medicaid financing reform under OBBBA will exert long-term funding structure adjustment pressure on related institutions.

Goldman Sachs notes that the 30-year US Treasury yield has risen to a nearly 20-year high but the S&P 500 risk premium remains stable, setting a 12-month target of 8300 points; meanwhile, global equity funds saw net inflows of USD 100 billion, but US equities experienced net outflows for three consecutive weeks; JPMorgan believes China's cyclical stabilization is fragile and slow fiscal spending is causing liquidity drainage, recommending going long 30-year government bonds and establishing a long RMB position; Goldman Sachs maintains its 12-month target of 85 for MSCI China, believing that policy capital injections and the tilt of the AI hardware profit pool support allocation value.

Morgan Stanley notes that data center demand is the most core driver for European capital goods, but StarPower's earnings were significantly cut due to an IGBT price war, and Tesla Semi autonomous truck software opportunities add USD 20 per share to its bull case; Goldman Sachs tracking shows China restaurant same-store sales stabilizing but franchise expansion slowing, education tablet GMV plunging while AI learning app DAU surges, and Indeed achieving click-quality tiered pricing through AI; ABG Sundal Collier believes satellite D2D capacity density is far lower than terrestrial 5G; JPMorgan notes KE Holdings' second-hand housing market share advantage can offset new home declines, and IFRS-18 will increase volatility in life insurers' standardized operating profits; Goldman Sachs warns CMBS maturity pressure is close to its highest since 2012 and office loan loss rates have reached 17%, a wave of non-QM RMBS redemptions supports issuance, Adobe's Q3 revenue beat expectations but net new ARR fell 38% YoY; Citi reiterates its Buy rating on SHK Properties, deriving a target price of HK$168.30 based on a 20% NAV discount; JPMorgan downgrades Chewy to Neutral reflecting limited organic growth under macro pressure; Goldman Sachs maintains its Buy rating on Nongfu Spring, with sugar-free tea remaining the largest growth driver; Morgan Stanley expects broad AI investment to contribute an average of 0.6 percentage points to annualized real US GDP growth; JPMorgan notes China's exports are rotating toward medium-to-high-tech products such as electric vehicles.