Arm CEO Says AI Could Cure Cancer, But Chip Shortage Holds It Back

โดย Yahoo Finance·GBUS·Read original
Summary · why it matters

Arm Holdings CEO Rene Haas said artificial intelligence could help find a cure for cancer within our lifetime, but warned that chip shortages are limiting the expansion of AI infrastructure. In an interview with the BBC, Haas said AI could eventually solve complex problems in cancer research and accelerate drug development, though modelling cells and DNA markers remains too complex today. The computing requirements for AI-driven drug discovery are already substantial, with Generate Biomedicines co-founder Gevorg Grigoryan noting that large-scale model training needs access to many GPUs, plus proprietary biological data. Bristol Myers Squibb has deployed a new NVIDIA AI computing system to support research across cancer and other therapeutic areas. Haas described the industry as in an "absolutely supply-constrained environment," saying more chip factories are needed to support growing data centers, but manufacturing capacity cannot be added overnight. He also said Arm's power-efficient technology is used in about half of AI data centers worldwide, and demand for Arm's AGI chip, developed with Meta Platforms, has exceeded $2 billion since its launch.

Impact on assets 8

Artificial Intelligence▲ · 3 stocks
NVIDIA Corporation
NVDA
▲ PositiveDemandrelevance

NVIDIA AI computing system deployed by Bristol Myers Squibb, highlighting demand for its AI hardware.

Meta Platforms Inc.
META
▲ PositiveDemandrelevance

Demand for Arm's AGI chip developed with Meta exceeds $2 billion, indicating strong product adoption.

Biotech & Genomic Medicine▲ · 2 stocks
Bristol-Myers Squibb Company
BMY
▲ PositiveTechnologyrelevance

Bristol Myers Squibb deployed NVIDIA AI system for cancer research, benefiting from AI advancements.

Semiconductors▲ · 1 stocks
Energy▲ · 1 stocks
Real Estate▲ · 1 stocks

Theme Impact 10

Off-coverage companies 1

Generate BiomedicinesPrivate± Mixed
relevance

Related news

Taiwan
▼

TSMC Weighs Overseas Factory Margin Dilution Against Rich Valuation

Taiwan Semiconductor Manufacturing Company is expanding overseas production while trying to protect the earnings that underpin its valuation, raising the question of how much lower-margin capacity it can absorb. TSMC reported a 67.7% gross margin and a 60.3% operating margin in the second quarter, yet at the September 30 market-data snapshot the stock traded at roughly 29 times trailing earnings and 57 times trailing free cash flow. Management described overseas-factory dilution starting at about two to three percentage points of gross margin and moving toward three to four points in later years, and separately expected the N2 ramp to dilute gross margin by three to four points in the second half of 2026. On second-quarter revenue of NT$1.27 trillion, a three-point gross-margin reduction represents approximately NT$38.1 billion of gross profit and four points represent NT$50.8 billion, equal to about 5.4% and 7.2% of reported net income of NT$706.6 billion, respectively. Insider Monkey's hedge fund database showed 249 TSMC holders in Q2 2026, up from 234 in Q1, with Fisher Asset Management raising its position 2% to 18,866,198 and Coatue cutting its position 4% to 8,914,995.
About megatrends
Semiconductors › Foundry & Contract Fabrication ▼Supply
Artificial Intelligence › Foundry & Advanced Packaging ▼Supply
2330.TW · Capital · Negative Overseas-factory and N2 ramp margin dilution of 3-4 gross-margin points threatens TSMC's earnings that underpin its rich ~29x trailing P/E valuation.
Read original ↗
Insider Monkey·1hRead more →
United StatesChina
impact 4

NVIDIA's $279 Billion Supply Commitments Face Customer Spending Test

NVIDIA is carrying $279 billion in supply and capacity commitments, up from $119 billion at the prior quarter-end, a schedule that now hinges on whether customer spending keeps pace. The filing allocates $92 billion of those commitments to the remainder of fiscal 2027, $87 billion to fiscal 2028 and $88 billion to fiscal 2029, with smaller amounts afterward, and NVIDIA said it may cancel, reschedule or adjust some agreements before firm orders. NVIDIA also disclosed August guarantees capped at $105 billion for an OpenAI-related SB Energy buildout, which generally begin as the relevant leases commence, with the first construction phase expected in fiscal 2029 and payments dependent on specified tenant defaults. Inventory rose to $31.58 billion from $21.40 billion at the fiscal year-end, while accounts receivable increased to $63.06 billion from $38.47 billion, and some investment-grade customers have payment terms from 90 days to one year. NVIDIA generated $96.22 billion of second-quarter revenue and $63.73 billion of operating income, an operating margin of about 66%, and management guided to $108 billion of next-quarter revenue, plus or minus 2%, excluding China data-center compute sales. At September 30's $228.38 close, NVIDIA's equity was worth about $5.51 trillion, and its trailing free cash flow of roughly $127 billion implies a cash yield of about 2.3%.
About megatrends
Artificial Intelligence › AI Compute & Accelerator Silicon Demand
Artificial Intelligence › GPU & Merchant Accelerators Demand
Artificial Intelligence › AI Data Center & Build-out Demand
NVDA · Supply · Negative NVIDIA's supply and capacity commitments ballooned to $279B from $119B, a schedule that hinges on customer spending keeping pace and may be cancelled or rescheduled.
OpenAI · Capital · Neutral NVIDIA disclosed August guarantees capped at $105B for an OpenAI-related SB Energy buildout, but the article gives no clear read-through for OpenAI itself.
Read original ↗
Insider Monkey·1hRead more →
United States
▲impact 4

Goldman Sachs sees AI spending driving another strong S&P 500 earnings season

Goldman Sachs expects the S&P 500 to deliver another strong earnings season, with artificial intelligence investment driving an increasingly large share of corporate profit growth, according to an Oct. 2 report led by strategist Ben Snider. Consensus forecasts call for S&P 500 earnings per share to rise 27% from a year earlier in the third quarter, a slowdown from the 33% growth recorded in the second quarter after excluding accounting distortions, and Goldman expects most companies to beat consensus estimates again. The headline growth rate masks an unusually concentrated picture: information technology and energy are expected to generate nearly 80% of the index's earnings growth, AI infrastructure companies alone are expected to account for more than half of S&P 500 EPS growth, and the 10 biggest contributors are forecast to generate 68% of that growth, with Micron Technology and Nvidia together accounting for more than one-third. Micron has already reported, posting year-over-year earnings growth of 1,003% and beating consensus estimates. For the median S&P 500 company the outlook is considerably less spectacular, with consensus forecasts calling for EPS growth of 9%, down from 14% in the second quarter, revenue growth slowing to 6% from 7%, and a third-quarter net margin of 14.7% versus 15.1% in the previous quarter. The coming reports could also test whether enormous AI investments are translating into revenue, with consensus forecasts calling for hyperscaler capital spending to jump 116% from a year earlier in the third quarter, accelerating from 87% growth in the second, and Goldman expecting hyperscaler capex to grow more than 50% in 2027 and exceed the roughly $1.1 trillion currently embedded in consensus forecasts. Goldman forecasts S&P 500 EPS of $375 for 2026, up 36% from 2025, followed by $415 in 2027, with a year-end 2026 S&P 500 target of 8,000 and a 12-month target of 8,700.
About megatrends
Artificial Intelligence › AI Compute & Accelerator Silicon ▲Demand
MU · Capital · Positive Micron already reported Q3 earnings growth of 1,003% and beat consensus, cited as a top AI-driven S&P 500 earnings contributor.
NVDA · Capital · Positive Nvidia is named alongside Micron as together accounting for more than one-third of S&P 500 EPS growth, driven by AI infrastructure spending.
Read original ↗
Seeking Alpha·7hRead more →