Independent Financial Research & Analysis
Daily briefings, 7,700+ real-time charts, and macro insights from Dr. Ed Yardeni and his research team.


Research
Latest Research
Recent insights from our research team
US Economy Continues To Roar, While The Fed Waits For More
The FOMC voted 10-2 on Wednesday to hold the federal funds rate at 3.75%-4.00%, with the two dissenters favoring a 25bps hike. Yet Fed Chair Kevin Warsh's assessment of the US economy sounded decidedly hawkish. Economic growth is robust and broadening, the labor market is in good shape, inflation remains above the Fed's 2.0% y/y target, and financial conditions are hardly tight. So why did the Fed stand pat? Warsh argued that September's hike was already tightening financial conditions, inflation expectations remained anchored, and stronger productivity growth was allowing the economy to expand without overheating. With an "information-rich" period ahead, the Fed saw little reason to rush, he said. In our view, the decision was puzzling. It reminds us of someone standing in a room with a fire alarm blaring and smoke pouring under the door, yet insisting on more evidence before calling the fire department. Thursday's economic data only reinforced our conviction that the Fed should have raised rates by 25bps on Wednesday. Let's take a closer look. (1) GDP. The US economy expanded at a 3.4% annualized rate in Q3-2026, the largest gain in a year (chart). A closer look reveals remarkably strong underlying demand. Real final sales to private domestic purchasers, excluding volatile trade and inventory swings, surged 4.9% (saar), the best increase since Q2-2021 (chart)! Consumer spending advanced 3.8% for the second consecutive quarter, its fastest pace since Q4-2024. Nonresidential fixed investment soared 12.7%, a pace last exceeded outside the pandemic period in Q2-1978. The AI investment boom was a major driver, with investment in information-processing equipment surging 37.4% and software investment rising 9.6%. Yet headline GDP understated this strength because net exports subtracted 3.32 percentage points from growth. Imports surged 19.7%, led by AI-related durable goods. Exports fell 5.7%. Consumer spending and business investment are driving the US economic boom. Federal government spending is too, rising 15.8% last quarter. The Weekly Economic Index rose to 3.3% for the week ended October 16, signaling a solid start to Q4's real GDP growth (chart). (2) Inflation. In Q3's GDP report, core PCED inflation remained troublesome at 3.0% y/y, well above the Fed's 2.0% target (chart). On the brighter side, it rose at an annualized rate of 2.4% during the quarter. Headline PCED inflation rose 0.5% m/m in September, lifting its yearly rate to 3.6% (chart). Core PCED inflation, excluding food and energy, increased 0.3% m/m and 3.1% y/y. Both remain stubbornly above the Fed's inflation target. Furthermore, Warsh's inflation diffusion measure shows that nearly half of PCED components rose more than 3.0% y/y, compared with a pre-pandemic average of just 32%. Goods PCED inflation rose to 3.9% y/y in September from 3.6% in August, partly reflecting a 7.3% m/m increase in gasoline prices (chart). Tariff-related price pressures have yet to subside, while the AI investment boom is adding to inflation across the technology sector. Prices for computers and software are rising at record annual rates (chart). Together, these forces suggest goods inflation is unlikely to ease meaningfully soon. Services PCED inflation rose to 3.5% y/y in September (chart). Supercore services inflation, excluding housing and energy, edged up to 3.6% y/y (chart). It has been trending higher since late 2025, underscoring persistent underlying price pressures. Services inflation remains broad-based, with most major categories rising around 3.0% y/y or more. Transportation services inflation has been particularly troublesome as higher energy costs feed through to service prices (chart). (3) Consumer spending and income. Americans continue to shop. Real consumer spending remained at a record high in September, even as real disposable personal income (DPI) declined for the first time since April (chart). Real DPI has been essentially flat for over a year, a trend likely to persist as more Baby Boomers retire. September's saving rate declined to 3.8%, the lowest since 2022 (chart). We expect it to fall further as retiring Baby Boomers continue spending their sizeable net worth because they are no longer earning labor income. Real consumer spending was flat in September, as a 0.3% m/m decline in goods purchases offset a 0.2% increase in services spending. Spending on restaurants and hotels remained particularly robust, rising 0.5% following a 1.1% surge in August (chart). (4) Labor market. Initial unemployment claims fell to just 194,000 during the week of October 24, marking the tenth reading below 200,000 this year, the most in any year since 1969! The four-week moving average also fell to its lowest level since October 1969. Continuing claims also declined, approaching their lowest level since April 2023. These figures underscore the labor market's remarkable resilience (chart).
On Anthropic’s IPO, P/Es & Quantum Computing
After digesting Anthropic’s recent IPO filing, Jackie highlights the company’s plan to reduce its dependency on cloud providers and produce more compute itself, leasing the data center capacity and semiconductor chips needed. The contracts signed will mean huge upfront capex and lease payments with little to show for it in the immediate future. …Also: With the S&P 500’s price index up less dramatically than its fast-growing earnings outlook, its forward P/E multiple has taken a nosedive. Multiples have contracted the most for the S&P 500 Consumer Discretionary and Information Technology sectors and expanded for Health Care. … And in our Disruptive Technologies segment: An update on strides made improving quantum computing.
AI Jitters Continue While Fed Pauses Hiking Rates
I. The AI Boom Versus The AI Trade AI jitters will be back tomorrow after taking a breather so far this week, as encouraging developments surrounding the AI investment boom helped restore confidence and lift technology stocks. The S&P 500 rose 0.3% on Wednesday, moving back above its 50-day moving average (chart). The Nasdaq-100 advanced 0.6%, recovering toward its 50-day moving average while remaining above its 200-day moving average (chart). Among chipmakers, Micron jumped 5.9%, AMD gained 3.2%, and Broadcom rose 2.8% (chart). SK Hynix shares surged as much as 9.4% in Seoul following blockbuster earnings. Three recent developments helped revive confidence in the AI trade: (1) More spending. $235 billion in prospective AI financing emerged this week, including Anthropic's expected $100 billion IPO raise, Meta's plans to raise up to $95 billion through equity issuance, and SpaceX's $40 billion debt deal to purchase GPUs. These developments suggest capital remains available for the AI buildout, with equity markets providing an alternative if debt financing tightens. (2) Encouraging AI economics. Anthropic's S-1 filing offered five encouraging signals about the sustainability of compute demand. First, H1 revenues surged from $1.2 billion to $16.3 billion y/y. Second, operating losses narrowed from $2.1 billion to $693 million, with Q2 marking its first quarterly operating profit. Third, 11,900 customers now spend at least $100,000 annually, up from roughly 950 a year earlier. Fourth, revenue per dollar of compute expense increased more than fivefold to $2.08. Fifth, Anthropic held $131.7 billion in cash and short-term investments to finance expansion. (3) Strong semiconductor earnings. SK Hynix's Q3 results reinforced confidence in AI infrastructure demand. Operating profit surged more than sevenfold y/y, while the company announced roughly $75 billion in shareholder returns. Most encouragingly, management expects memory shortages through 2030, with production effectively sold out through 2029, suggesting durable demand and pricing power. These developments reinforce our view that the AI investment boom is here to stay. But that doesn't mean that the AI trade won't remain jittery. This evening, Alphabet shares are down about 10% after the company missed Q3 consensus revenues and earnings estimates. Free cash flow was also more negative than expected, while the company remains committed to significant capex of over $200 billion this year and $300 billion in 2027. Long-term debt rose to $125.1 billion, up from $21.6 billion a year earlier. There was some good news. Cloud revenue more than doubled to $30.7 billion. Google said its Gemini app reached 1 billion users, making it the fastest-growing product in its history. Furthermore, Microsoft shares rose 4% in extended trading this evening after the company reported better-than-expected quarterly results, driven by 48% growth in its Azure cloud infrastructure business. II. The Fed Pauses Before Midterm Elections The FOMC voted 10-2 Wednesday to hold the federal funds rate at 3.75%-4.00%, with Lisa Cook and Beth Hammack favoring a 25bps hike. Chair Kevin Warsh acknowledged robust economic growth, a healthy labor market, stubborn inflation, and financial conditions that aren't tight. Yet he cited tightening financial conditions, anchored inflation expectations, and improving productivity as reasons for patience. Here's more: (1) Economic activity. Warsh observed that "economic growth has strengthened." Consumer spending remains robust and business investment is growing at a double-digit pace. The capex story, he said, is "not just robust, not just strong, but it is broadening." (2) Labor market. Unemployment is lower than a year ago, payroll growth has improved, and initial jobless claims remain near historic lows. Employment conditions are "quite positive," Warsh said, with FOMC discussions focused primarily on price stability. (3) Inflation. "Inflation is too high," Warsh acknowledged, warning that rising energy prices could spread through the economy. He rejected a higher implicit inflation target: "There's no soft inflation target, there's no implicit inflation target." Still, he believes inflation expectations remain anchored. (4) Financial conditions. Warsh noted that tighter financial conditions are prompting more selective capital allocation. Rejecting claims that AI investment is insensitive to interest rates, he observed that "interest rates get in the cracks" as credit spreads have widened for some borrowers. Nevertheless, "while overall financial conditions are tighter, I'm unwilling and unable to call them tight." (5) Productivity. Warsh disputed that robust growth necessarily implies overheating: "That isn't the judgment of most of my colleagues." Improving productivity, much of it predating recent AI advances, may have raised potential growth without fueling inflation. (6) Revamping the Fed. Warsh reiterated his opposition to forward guidance outside crises. Yet other officials' comments shifted market expectations away from an October hike despite hotter-than-expected September CPI and PPI inflation reports, suggesting forward guidance remains intact. He also plans to dedicate one FOMC meeting in 2027 and two in 2028 to monetary policy strategy. In our view, stronger productivity growth will let the economy expand faster without adding inflationary pressure. That could be an argument against restrictive monetary policy, but not against returning to neutral, which we estimate at 4.25%-4.50%. We agree that September's hike “removed a dose of accommodation,” but believe another 50bps is needed to remove the rest. The Fed doesn't need to throw sand in the economy's gears. It just needs to take its foot off the accelerator. We wouldn't rule out a 50bps hike in December.
Archive
Our Research Library
19 years of daily research, charts, and analysis
Topics
QuickTakes Topics
Timely commentary covering the most important market themes
Charts
Find Any Chart in Seconds
Search across 7,760+ real-time charts with instant visual previews
GERMANY CENTRAL GOVERNMENT BUDGET BALANCE
ACCENTURE: FORWARD OPERATING EARNINGS PER SHARE
S&P 500 TRANSACTION & PAYMENT PROCESSING SERVICES: FORWARD STEG & LTEG
BNY MELLON: FORWARD P/E
Sample charts from our collection of 7,760+ visualizations
Tools
Research Tools
Interactive dashboards for tracking economic conditions and market trends
Beige Book Monitor
Fed economic conditions across 12 districts with traffic-light signals.
FOMC Policy Meter
Dovish-to-hawkish policy stance tracker across FOMC meetings.
FOMC Minutes Monitor
Hawk/dove signal extraction across 10 economic themes.
FOMC SEP Monitor
Fed projections and dot plot distributions across meetings.
FOMC Statements
Every FOMC policy statement since 1997 — full text, rates, and voting records.
Private Credit Monitor
Auto-updating chronology of the private credit liquidity crisis.
Release Calendar
Major publications from the Fed, ECB, IMF, and 12 global institutions.
Try Yardeni Research free for four weeks.
Full access to everything we publish. No credit card, no obligation.