Taiwan Semiconductor Manufacturing Co. Ltd.

TSMC closed the most recent trading day at $472.78, up 2.96% and ahead of the S&P 500's 0.73% gain, while the Dow added 0.49% and the Nasdaq rose 1.19%. The chipmaker's stock has climbed 10.12% over the past month, outpacing the Computer and Technology sector's 6.36% gain and the S&P 500's 0.55% rise. TSMC is scheduled to report earnings on October 15, 2026, with consensus projecting earnings per share of $4.45, a 52.40% increase from the prior-year quarter, and revenue of $45.62 billion, up 37.83%. For the full year, the Zacks Consensus Estimates project earnings of $16.56 per share and revenue of $167.92 billion, changes of +55.49% and +37.17% respectively from the preceding year. The Zacks Consensus EPS estimate has moved 0.27% higher over the past month, and TSMC currently holds a Zacks Rank of #2 (Buy), with a Forward P/E ratio of 27.73 and a PEG ratio of 1.02.

TSMC is considering building a new chip manufacturing plant in Texas, with expectations of adding several tens of billions of dollars in investment under a multi-year plan to expand its chipmaking business in the United States. Sources say the Texas project covers the construction of multiple chip plants, and if the investment goes ahead, each plant would cost at least 20 billion dollars. Previously, TSMC pledged to invest 265 billion dollars in Arizona, where several plants are currently under construction. The Texas investment depends on whether the U.S. government extends a tax credit measure for advanced manufacturing that is set to expire at the end of this year. The plan is still at an early stage and no details have been officially disclosed. TSMC is a key chip supplier to Nvidia and Apple, with revenue from wafer manufacturing in America accounting for more than 75% of its revenue from that business this year.

MediaTek announced that its flagship Dimensity 9500 platform powers the new Samsung Galaxy Tab S12 Ultra and Samsung Galaxy Tab S12+, bringing flagship performance and on-device intelligence to Samsung's premium tablet lineup. The chip is built on TSMC's 3nm process and features an All Big Core CPU architecture, the MediaTek NPU 990 and Generative AI Engine 2.0, and a flagship 12-core GPU with hardware-accelerated raytracing and Unreal Engine 5.5+ support. Jerry Yu, Corporate Senior Vice President and Head of Smart Life Business Group at MediaTek, said the platform brings the company's latest advances in flagship performance, on-device AI and power efficiency to the Galaxy Tab S12 Series, while Drew Blackard, SVP of Product Management at Samsung, said the partnership pairs flagship performance with on-device Galaxy AI. The Dimensity 9500-powered Galaxy Tab S12 series will be available at all major retailers starting Monday, October 7.

Wells Fargo says semiconductor capital-equipment companies could be the biggest near-term beneficiaries of a potential TSMC expansion of 2-nanometer production. Analyst Joe Quatrochi wrote that reports of the possible capacity increase should be viewed as a potentially incremental positive opportunity for semi cap companies, though timing, size and node details are still unconfirmed. Building additional 2nm capacity would require significant spending on lithography, deposition, etching and inspection equipment, adding a layer of demand for suppliers supporting TSMC's fabs. Quatrochi pointed to the so-called Silicon Prairie as a logical location for a potential second U.S. campus, citing existing semiconductor operations in Texas from Texas Instruments, Samsung, Coherent and Terafab, plus TSMC's design service center in Austin. TSMC's major 2nm customers include Apple, Nvidia, AMD and Qualcomm, with Google, Broadcom, Marvell, Amazon and OpenAI also expected to use the advanced process.

Taiwan Semiconductor Manufacturing rose about 0.9% to $457.175 at 10.55am EST Tuesday as investors weighed a possible return to AI stocks, with JPMorgan arguing the recent pullback has made semiconductor valuations more attractive. TSMC's second-quarter results showed $40.2 billion in revenue and a 60.3% operating margin, and its board approved roughly $29.44 billion for chipmaking capacity, advanced packaging and factory construction. The shares sit 25.61% above the $363.95 GF Value estimate, leaving little room for a stumble. Strong AI demand can justify a premium, but investors now need to see new capacity come online with solid yields and enough customer orders to keep it busy.

Taiwan Semiconductor Manufacturing expanded its chip design partnership with Synopsys, strengthening the tools customers can use to design chips for TSMC's upcoming A14 process. The September 23 announcement covers AI-assisted design, automated chiplet layouts, power analysis for advanced packaging and verification for co-packaged optics, and Synopsys also reported progress on interfaces for HBM4, PCIe 7.0 and Ethernet. TSMC has scheduled A14 volume production for 2028. The U.S.-listed shares fell about 0.9% to $446.57 at 11.48am ET on September 28, a level 22.79% above the $363.69 GF Value. Better design tools could help customers get chips ready sooner, but they do not guarantee orders, and investors still need to see customer designs reach production, strong yields and fabs running at capacity.

Taiwan Semiconductor Manufacturing is expanding 2-nanometer production faster than previously expected as major customers increase their commitments to the new technology. The company could reach monthly 2nm output of about 120,000 wafers by the end of 2026, compared with earlier estimates of 90,000 to 100,000, according to Taiwan's EDN. Apple, Nvidia, Advanced Micro Devices, Qualcomm and MediaTek are reportedly lifting 2nm orders by 10% to 20%, giving TSMC additional visibility as customers prepare next-generation processors and AI accelerators. In the second quarter, 2nm represented 3% of TSMC's wafer revenue, while technologies at 7nm and below accounted for 77%, and high-performance computing made up 66% of revenue, up from 60% a year earlier. TSMC has projected 2026 2nm capacity growth as it ramps multiple facilities in Taiwan.

Taiwan Semiconductor Manufacturing plans to raise wafer foundry prices by 3% to 6% starting in 2027, with the largest increases targeted at advanced process nodes used in high performance computing and AI chips. Management is preparing the multi-year pricing update as capacity remains tight for AI-related demand and advanced packaging through 2030. The move is intended to give the company more room to earn a return on heavy spending for 2nm and other advanced facilities, tilting its foundry model further toward higher-value capacity rather than pure volume. Raising prices first can signal confidence in tight supply, but it also invites Samsung and Intel to adjust their own pricing, and any meaningful discount or aggressive incentives from rivals could pull future AI programs or advanced packaging work away. The key test for investors is whether customers lock in multi-year agreements through 2027 at the higher wafer rates, especially on 2nm and related advanced nodes, with disclosed capacity commitments, utilization data around those leading processes, and management commentary on pricing discipline as the metrics to track.

Taiwan Semiconductor Manufacturing Company and ASML Holding announced a collaborative industry initiative on September 8 to transition the semiconductor sector to a 12-inch Extreme Ultraviolet photomask format, replacing the 6-inch masks chipmakers currently use for High NA EUV systems. The shift aims to boost scanner productivity, eliminate stitching constraints on ultra-large chips, and lower long-term advanced node manufacturing costs, with the initiative targeting a pilot line by 2031 and 12-inch High-NA production by 2033. TSMC plans to adopt High-NA EUV starting in 2030, with the 12-inch masks providing a multi-year roadmap for scaling complex AI architectures. For ASML, establishing a 12-inch standard locks in the long-term economic case for its High-NA scanner line, supporting its 15% revenue expansion outlook, while for TSMC the larger format helps defend its leading-edge and AI/HPC manufacturing dominance. The decade-long roadmap carries execution risk, as the entire global supply chain, from mask blanks and inspection equipment to automated handling, must retool from scratch, and TSMC faces near-term gross margin dilution from its N2 ramp and overseas fab expansions while ASML contends with gross margin pressure in late 2025 and geopolitical growth uncertainties through 2026.

ASML Holding won broader customer commitments for its roughly $400 million High-NA EUV machines, even as its U.S. shares fell about 1.8% to $1,713.41 in Thursday morning trading. Intel is already using High-NA in volume production on selected chip layers, Samsung plans to bring the technology into DRAM production in 2028, and TSMC targets advanced chip production from 2030. ASML says its EXE:5200B can print features 1.7 times smaller than its current NXE systems in a single exposure, potentially sparing customers costly manufacturing steps. The catch is price: chipmakers need enough output and yield gains to earn back the cost of each machine, and ASML needs those gains to turn early commitments into lasting demand. At $1,713.41, the shares sit 35.5% above the roughly $1,260 GF Value estimate, a premium that puts pressure on High-NA to deliver on the factory floor.

Synopsys announced new collaborations with TSMC spanning A14 design enablement, AI-assisted engineering workflows, CoWoS support for multi-die designs, and unified multiphysics signoff. The companies said Synopsys has achieved A14 certification across digital and analog flows and enabled agentic AI capabilities, giving customers a methodology spanning implementation through signoff to accelerate design convergence on TSMC A14 technology. In analog design, Synopsys is collaborating with TSMC on device routing enablement on A14, a key milestone for advanced analog place-and-route automation. Synopsys said its 3DIC Compiler platform now enables designers to co-design and simulate integrated voltage regulators on TSMC CoWoS technology in a unified environment, and that it continues to work with TSMC on co-packaged optics design on TSMC COUPE technology. On TSMC's N2P process, Synopsys achieved key IP enablement and tape-out milestones for AI and HPC designs including PCIe 7.0, HBM4, LPDDR6/5X/5, 224G Ethernet PHY, UCIe, OTP, and advanced SLM process, voltage, and temperature monitoring IP, and recently completed 64G UCIe IP tape-outs on both 2nm and 3nm process nodes.

Taiwan Semiconductor Manufacturing Company, or TSMC, is seeing strong customer interest in its next-generation A14 process technology well ahead of volume production, with customer tape-outs already underway and running ahead of schedule, management said during the second-quarter 2026 earnings call. A14 is TSMC's second-generation nanosheet transistor technology, designed to deliver 10% to 15% higher performance at the same power or 25% to 30% lower power at the same speed compared with the 2-Nanometer technology, along with nearly 20% higher chip density. TSMC said an internal product-like vehicle has demonstrated close to 90% device performance, while a 256-megabit SRAM achieved nearly 90% yield, and the company expects A14 to enter pre-production in 2027 followed by volume production in 2028. TSMC also introduced A13 and A12 as extensions of the A14 family, with A13 designed to achieve more than 6% die area savings through a 97% optical shrink and A12 expected to bring superpower rail technology to the A14 platform, both slated for volume production in 2029. Separately, Micron announced a successful demonstration of the world's first 512GB DDR5 module on multiple server platforms, with AMD and Intel actively validating the module, and ON Semiconductor unveiled its Embedded Power Platform, a scalable architecture that uses the silicon wafer itself as the foundation of the package.

Taiwan Semiconductor Manufacturing Company is rated Zacks Rank #2 (Buy), with consensus estimates pointing to sharply higher earnings and revenue for the current fiscal year. TSMC is expected to post earnings of $4.45 per share for the current quarter, a year-over-year change of +52.4%, while the consensus estimate of $16.56 for the current fiscal year indicates a year-over-year change of +55.5%. For the next fiscal year, the consensus earnings estimate of $21.22 indicates a change of +28.2%. On the revenue side, the consensus sales estimate for the current quarter of $45.54 billion indicates a year-over-year change of +37.6%, and estimates of $167.14 billion and $219.13 billion for the current and next fiscal years indicate changes of +36.5% and +31.1%, respectively. In the last reported quarter, TSMC reported revenues of $40.2 billion, up +33.7% year over year, and EPS of $4.31 versus $2.47 a year ago, beating the Zacks Consensus Estimate of $39.63 billion by +1.44% on revenue with an EPS surprise of +11.37%.

TSMC spent $15.59 billion on capital expenditure in its June 2026 quarter, its largest quarterly outlay in the past eight quarters and about 42% above the $10.98 billion spent in the prior quarter, as the company raised its 2026 capital budget for a third time this year, from $52 billion to $56 billion in January, to the high end of that range in April, and to $60 billion to $64 billion in July. On the Q2 2026 earnings call, CFO Wendell Huang guided third quarter gross margin down 170 basis points to 66%, citing 3 to 4 percentage points of dilution from the steep ramp of TSMC's 2 nanometer process, even as the June 2026 quarter's gross margin reached 67.72%, its highest in two years and consistent with the 67.7% figure cited by CEO C.C. Wei. Huang said TSMC generated about $24.5 billion in operating cash flow that quarter, enough to cover the $15.59 billion in CapEx and roughly $4.9 billion in dividends without new borrowing. TSMC is trading at 22.46 times forward normalized earnings, close to its 22.41 times two year average and well below the 29.65 times high in that range, after a mid September selloff tied to AI safety warnings from Anthropic's Dario Amodei and OpenAI's Sam Altman rather than anything specific to TSMC. Institutional 13F filings dated June 30, 2026 show a split Street, with Coatue raising its TSMC stake 7.6% to 9.3 million ADRs and Situational Awareness lifting its position to 2.6 million shares, while Lone Pine cut its stake 92.7%, SoftBank cut 71.5%, and Viking Global cut 29%.

Asset Plus Fund Management assesses that the rally in technology stocks and the massive investment in AI infrastructure still show no clear sign of entering bubble territory. Kamolyot Sukhumsuwan, Chief Investment Officer, said such concerns are reasonable given the rapid rise in share prices and the accelerating investment by hyperscalers in data centers, semiconductors, and artificial intelligence infrastructure, pushing capital expenditure budgets to record highs. However, any assessment should look at demand across the entire supply chain rather than share prices or the size of CapEx alone. Upstream, ASML reported sales of 9.3 billion euros, beating market expectations, and raised its full-year revenue target, with nearly all of its order book already secured for 2027. TSMC, meanwhile, posted revenue of 40.2 billion US dollars, up 33% from a year earlier, with its High Performance Computing business accounting for 66% of total revenue, and raised its 2026 capital expenditure budget to 60 to 64 billion US dollars. In memory, Micron said its HBM production capacity for 2026 is fully booked under long-term contracts, while SK Hynix has begun mass shipments of HBM4 and has long-term agreements with several customers. On the conversion of orders into revenue, NVIDIA reported revenue of 96.2 billion US dollars in its latest quarter, up 106% from a year earlier, with Data Center revenue at 89.0 billion US dollars, while Broadcom posted revenue of 29.6 billion US dollars, up 86%, with AI chip revenue up 221% to 16.7 billion US dollars. The key issue to watch next is how well this enormous wave of investment will generate adequate returns, since CapEx is starting to pressure cash flow and financing costs remain high. AI Infrastructure and AI Labs, which rely heavily on external funding, carry more risk than hyperscalers with strong financial positions. Asset Plus Fund Management still sees AI as a key long-term investment trend, but investors should focus on the quality of growth and choose companies that can sustainably turn AI opportunities into earnings.

Taiwan Semiconductor Manufacturing will anchor a new advanced-packaging validation and training hub inside Kaohsiung's latest industrial park, occupying two buildings that will house a validation laboratory and training center scheduled to begin operations in the fourth quarter of 2029. The U.S. shares gained approximately 0.7% to $437.895 on the news. Industrial facilities will cover 53.6 hectares of the park's 88.7 hectares, or roughly 60.4% of the total site. The setup gives equipment and materials suppliers a place to test technologies before they reach mass production, addressing advanced packaging's role as a critical bottleneck in AI infrastructure. TSMC's $437.895 share price sits 20.5% above its GF Value estimate of $363.40, and investors still lack figures for incremental production capacity, capital spending or customer commitments.

MediaTek introduced the Dimensity CX C10 Max, the inaugural SoC in its new Dimensity Compute Experiences (CX) family and the flagship of that lineup, built to power an upcoming premium, ultra-portable Googlebook device. The chip is built on TSMC's advanced 3nm process and uses an All Big Core design with an octa-core CPU, an 11-core GPU, and MediaTek's 8th-generation NPU, with a power-efficient architecture that enables thinner, lighter, fanless designs with all-day battery life. Its MediaTek NPU 890 delivers up to 55 TOPS of performance and is designed to power Gemini Intelligence features with faster responses and added privacy benefits. The integrated MediaTek Imagiq 1090 ISP supports camera sensors of up to 32MP and enables high-quality HDR video capture, smooth video zoom, cinematic video, and sustained focus, while the platform supports Wi-Fi 7 connectivity at speeds of up to 7.3Gbps and dual-engine Bluetooth 6.0. Vince Hu, Senior Vice President and General Manager of Data Center and Computing Business at MediaTek, said the chip is designed for the next wave of intelligent computing and that bringing these capabilities to Googlebook builds on the company's leadership in Android computing and its long history of collaboration with Google.

Bualuang Securities assesses that the stock market still faces short-term volatility, based on the September pattern in which the market typically delivers weak returns, but it maintains a positive view on risk assets over the medium term because earnings growth and the AI investment cycle remain strong. This week, the outcome of the Fed meeting, along with signals on future interest rates and changes in the dot plot, will be key factors determining market direction. It recommends gradually accumulating stocks step by step, using market weakness as an entry point, focusing on growth and technology stocks with strong profit trends, alongside defensive stocks with specific positive factors and gold for diversification. For the ES-GTECH fund, it recommends waiting to assess and gradually buying on weakness, as Oracle reported cloud infrastructure revenue growth of 121% year on year and TSMC posted August sales growth of 53.3% year on year, supporting the view that AI demand remains strong. For the KKP TECH-H fund, it recommends waiting to assess and gradually buying on weakness, expecting the market to shift focus from AI capital expenditure to AI monetization, which favors cloud, software and platform stocks and companies with strong ecosystems. Meanwhile, global markets corrected on the US–Iran conflict, oil prices back above 100 dollars per barrel, and the 10-year US Treasury yield approaching 5%, while core CPI rose 0.3% month on month, above the 0.2% forecast, leading the market to price in roughly a 90% chance that the Fed will raise rates in September.

Taiwan Semiconductor Manufacturing reported second-quarter 2026 EPS of $4.31 against a $3.8866 estimate, a 10.89% beat, on revenue of $40.2 billion, up 36.0% year over year, with gross margin of 67.7%, up 9.1 percentage points year over year. Advanced nodes at 7nm and below accounted for 77% of wafer revenue, with 3nm at 30%, 5nm at 33%, and 2nm debuting at 3% in its first commercial quarter. August monthly revenue rose 53.3% year over year, and management raised full-year 2026 growth guidance to slightly above 40% year over year in U.S. dollar terms. Management said packaging capacity is so tight that it is now a little bit of customers' growth, pointing to the CoWoS advanced packaging step as the industry's real choke point. The company guided that the steep 2nm ramp will dilute third-quarter gross margin by about 3 to 4 percentage points, while citing an additional $100 billion U.S. investment and a total Arizona commitment of $265 billion, $110 billion in cash and marketable securities, a 2024 to 2029 revenue CAGR approaching 25% in USD, and a long-term gross margin above 56%.

Apple unveiled its first foldable iPhone, the iPhone Duo, on September 9, starting at $1,999 with preorders opening October 16 and availability beginning October 23. The device pairs a 5.4-inch outer display with a 7.6-inch folding inner screen and runs on the A20 Pro chip manufactured by Taiwan Semiconductor. The launch comes as Apple enters a new era under CEO John Ternus, who took the helm on September 1 as longtime leader Tim Cook stepped down after 15 years as CEO to become executive chairman. Apple's fiscal third-quarter revenue increased 16% year over year to $109.4 billion, with iPhone, Mac, and Services each delivering double-digit growth. Siri AI began rolling out in English-language beta on September 14, underpinned by a multiyear collaboration with Alphabet's Google Gemini technology and a separate OpenAI partnership integrating ChatGPT into Siri and Writing Tools. Apple stock trades around $330 a share, roughly 4% below its 52-week and all-time high, at 38X fiscal 2026 consensus earnings estimates of $8.85 per share and 35X FY27 EPS estimates of $9.53, and currently holds a Zacks Rank #3 (Hold).

Meta Platforms is moving deeper into custom AI silicon, with a new generation of internally designed chips set to enter its data centers in the first half of 2027. The company is currently testing its third-generation MTIA 450 processor, code-named Arke, while its successor, MTIA 500, or Astrid, is expected to complete design work in about a month and reach data centers by the end of 2027. Meta is working with Broadcom on chip design and Taiwan Semiconductor Manufacturing Co. on production, and has committed to deploying more than a gigawatt of the chips over a 12-month period. Twelve Arke chips delivered by TSMC on Sept. 1 performed within 2% to 3% of Meta's simulations and have already run Meta models alongside models from DeepSeek and Alibaba. Meta also canceled its planned Olympus processor, which was intended to handle both AI training and inference, partly because of cost concerns, and is instead prioritizing inference, the day-to-day running of AI models.

Taiwan-based chip design giant MediaTek announced on the 15th a smartphone chip that uses cutting-edge technology from Taiwan Semiconductor Manufacturing Company, or TSMC. The new product, the Dimensity 9600 Pro, is the company's first mobile processor to adopt TSMC's most advanced 2-nanometer process. It also announced the Dimensity 9600M, manufactured on TSMC's 3-nanometer process and aimed at a broader range of users. The first smartphones carrying both products are expected to go on sale soon. The 9600 Pro features a neural processing unit, an AI-dedicated processor, that allows more complex generative AI applications to run directly on the phone, and its processing performance from when AI begins handling a question to producing an answer is 51 percent faster than the previous generation. The company has until now supplied chips to China's Xiaomi, OPPO, Vivo and others.

Cerebras Systems is expanding its technology roadmap and customer base to strengthen its position in the AI inference market, targeting coding, agentic AI, security and enterprise workloads as it competes with NVIDIA and Alphabet. Core cloud and other services revenues surged 287% year over year to $127.7 million in the second quarter of 2026. The company expects to double system speed annually over the next several years and increase throughput by more than 20 times over the next 18 months, while its disaggregated inference architecture with AMD combines Cerebras systems with AMD Helios racks to raise throughput by up to five times. Its collaboration with Amazon Web Services is expected to bring disaggregated inference to Amazon Bedrock in the first quarter of 2027, and Cerebras supports OpenAI's GPT-5.6 Sol at a speed that is 10 times faster, with first revenues from other hyperscalers expected around mid-2027. Cerebras signed six deals worth more than $30 million each in the second quarter and added customers such as Cognition, Lovable and Figma in AI coding, while Block, AlphaSense and GSK use its fast inference for agentic workflows and CrowdStrike represents a move into AI-powered cybersecurity. The company has more than 600 MW of data-center capacity live or contracted through the end of 2027, and manufacturing capacity is expected to rise more than tenfold in 2026, supported by secured TSMC wafer supply.

GS Microelectronics U.S., Inc. has officially joined TSMC's Open Innovation Platform Value Chain Alliance as a member partner in North America. The company said the partnership builds on its track record of integrating design enablement building blocks with solutions from OIP Ecosystem partners and delivering comprehensive ASIC services across the entire IC value chain, spanning IP development, front-end architecture, back-end physical design, wafer manufacturing, advanced packaging, assembly, and testing. Founded in 2022, GSME has grown from a Silicon Valley startup into a global operation with sites in San Jose, Phoenix, Hsinchu, Ho Chi Minh City, Danang, and Muscat, backed by Series B funding from Maverick Silicon. President and CEO Farhat Jahangir said joining the OIP ecosystem underscores the company's commitment to a unified, execution-driven platform that gives customers a lower-risk path from early MPW exploration into high-volume production. Percy Chang, Director of Emerging Business Development at TSMC, said combining TSMC's advanced process and packaging technologies with GSME's design and turnkey services strengthens the OIP ecosystem and expands support for mutual customers. GSME is also actively developing 2.5D/3D advanced packaging capabilities, including support for TSMC CoWoS-based architectures serving AI and HPC verticals, tied together by its agentic LLM platform for supply chain visibility from wafer to assembly to yield.

Goldman Sachs now projects 6.5 million humanoid robot units shipped globally by 2035, a sharp upgrade to its prior modeling, in a new Physical AI research report. The firm sees the ramp arriving in phases: 75,000 units in 2026, 890,000 by 2030, revised up from a prior estimate of 256,000, and 6.5 million by 2035, representing a $138 billion market opportunity led by logistics, warehousing, and automotive. Goldman itself reported record Q2 2026 net revenues of $20.3 billion and record EPS of $20.98, with CEO David Solomon describing an AI CapEx super cycle with demands on financing across every instrument, region, and industry. On the compute layer, NVIDIA posted Q2 FY27 revenue of $96.22B, up 105.85% year over year, and guided Q3 to $108.0B, while CEO Jensen Huang said Amazon will adopt its full physical AI stack to power its fleet of warehouse robots. On the foundry layer, TSMC guided Q3 2026 revenue between $44.6 billion and $45.8 billion and expects full-year 2026 revenue growth slightly above 40% year-over-year in U.S. dollar terms, and on the test-and-automation layer, Teradyne reported Q2 2026 revenue of $1.329B, up 103.9% year over year, with Robotics revenue of $100 million, up 33% year over year. Tesla is installing first-generation Optimus production lines at Fremont after decommissioning Model S and X lines, with Elon Musk describing an aspirational target of 10 million units a year of Optimus 4 versus a million units a year of Optimus 3, while the risk alongside the opportunity is a governance one, as Anthropic employees have cited a 10% chance AI wipes out humankind within 10 years and OpenAI CEO Sam Altman has floated an agreement among major AI developers to slow down.

Taiwan Semiconductor Manufacturing Company reported record August revenue of NT$514.81 billion, up 53.3% year over year, a fresh signal that leading-edge semiconductor demand remains exceptionally strong. The result lands as Broadcom builds out a custom AI accelerator business with hyperscalers, including a Meta program called Iris that Broadcom worked on and TSM fabricated, according to Reuters. TSM's manufacturing position lets it supply competing architectures, so share shifting from Nvidia's merchant GPUs to custom silicon does not necessarily hurt it. Hedge-fund ownership diverged modestly in the second quarter, with TSM held by 249 funds, up from 234, while Broadcom slipped to 170 funds from 173. Short interest stood at about 0.6% of float for TSM and roughly 1.2% for Broadcom as of August 14.

Taiwan Semiconductor Manufacturing Company reported record August revenue of NT$514.81 billion, up 53.3% from a year earlier and 10.1% sequentially, with January-through-August revenue up 39.3%. The result signals strong advanced semiconductor demand as Advanced Micro Devices scales its data-center CPUs and AI accelerators, which depend on leading-edge foundry capacity. Barron's noted concerns over reports that TSMC could raise chip prices by as much as 10% next year, with AMD among the customers exposed to higher foundry costs. Hedge fund ownership of both stocks rose in the second quarter, with 249 funds holding TSM, up from 234, and AMD ownership climbing to 164 funds from 134, while short interest stood near 0.6% for TSM and roughly 2.5% for AMD as of August 14.

Taiwan Semiconductor Manufacturing is trading at $428.29 against a 24/7 Wall St. price target of $492.37, implying 14.96% upside on a buy rating with 90% confidence. The call rests on record August 2026 revenue that surged 53.3% year over year, with January-through-August revenue up 39.3%, prompting management to raise full-year 2026 revenue guidance to slightly above 40% USD growth. Q2 2026 delivered EPS of $4.31 against a $3.8866 estimate, revenue of $40.20 billion, up 36.05% year over year, and a 67.7% gross margin, while Q3 revenue is guided to $44.6 billion to $45.8 billion and the 2026 capital budget was raised to $60 billion to $64 billion. The bull case leans on demand from Nvidia, whose Q3 guide of $108 billion, and Broadcom, whose Q3 FY26 AI semiconductor revenue reached $16.7 billion, up 221% year over year, effectively lock in TSMC's advanced-node order book, while Intel Foundry lost $2.1 billion in its latest quarter. The main near-term risk is gross-margin compression, with the 2nm ramp expected to dilute gross margin by 3 to 4 percentage points and overseas fabs adding another 2 to 3 points of drag, alongside Taiwan-Strait geopolitics as an unpriced tail risk; the bear-case one-year price is $413.79 against a bull case of $525.08 and a sell-side consensus target of $552.38.