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  • The impact of interest: How loan rates shape firm investment

    Central banks have moved interest rates sharply in recent years, but the link from policy rates to corporate investment remains a black box. Do cheaper loans actually cause firms to invest more? If so, by how much and for which type of firms? Aggregate evidence indicates large effects on investment (e.g. Christiano et al. 2005) and highlights the role of lower credit costs (e.g. Gertler and Karadi 2015). However, these responses encompass many factors, including indirect effects such as demand, making it difficult to isolate the direct impact of financing costs. For policy purposes, it is crucial to pin down the size of this direct channel and the heterogeneity that makes transmission state-dependent over time (Gnewuch and Zhang 2025). Additionally, recent models emphasise the importance of the direct borrowing cost channel for heterogeneous households (Auclert et al. 2020) and firms (Koby and Wolf 2020).

    A survey approach: Confronting firms with hypothetical loan rate changes

    In a new paper (Best et al. 2025), we present novel evidence on the micro and macro effects of interest rates on investment. Using hypothetical vignettes, we elicit firms’ investment adjustments to loan rate changes, thereby isolating the direct borrowing cost channel. Open-ended responses reveal why some firms do not adjust and the extent to which the borrowing cost channel features in managers’ views of monetary policy. Additional vignettes, survey questions, and linked financial statements enrich the analysis. By embedding this in a large German firm panel, we can compare vignette responses with firms’ behaviour around actual monetary policy shocks. We use the ifo Business Survey, a monthly survey of a representative sample of German firms typically answered by C-level executives (Hennrich et al. 2023). Our main sample includes more than 3,200 firms.

    Firms’ investment adjustment to loan rate changes

    In December 2023, we asked firms to imagine a reduction in loan rates of 0.5, 1, 3, or 4 percentage points lasting two years, while holding everything else constant. This setup isolates the causal effect of loan rates – the key marginal cost of external finance for most German firms – on investment. The rate change applies to loans of all maturities and is defined relative to firms’ current expected rates. At the time, the ECB’s main refinancing rate was 4.5%, which was expected to remain elevated over the next two years. Panel A of Figure 1 shows the average adjustment to firms’ investment plans over the subsequent two years, expressed in percent.

    Figure 1 Semi-elasticity of investment with respect to loan rate changes

    Notes: Panel A: average investment adjustment in percent following hypothetical change in loan rate; Investment adjustment winsorized at 100%; sample restricted to firms that initially planned to invest in 2024 and 2025. Green dot shows the response of aggregate corporate investment in the first year after a monetary policy shock (with shaded 90% confidence interval), estimated using local projections and high-frequency identified monetary policy shocks (Jarociński and Karadi 2020); response scaled to a 1 percentage point reduction in firms’ cost of external financing. Panel B: share of firms adjusting their investment plans following hypothetical change in loan rate for firms with and without existing investment plans for the respective year.

    A one percentage point decrease in the loan rate raises planned investment by approximately 6% in the following year and by about 7% the year after that. A similar response is observed for a half-percentage point cut, rising to 12-15% for reductions in loan rates of 3-4 percentage points. This implies a lower elasticity for larger rate changes. In comparison, the overall monetary policy effect on corporate investment – capturing additional channels – amounts to about 15% in the first year following a shock that lowers borrowing costs by 1 percentage point. Thus, the total monetary policy effect is roughly twice the size of the impact of borrowing costs alone.

    There is substantial heterogeneity underlying the average investment adjustment. While most firms do not adjust investment at all, adjusting firms significantly revise plans by about 18-30%. Among firms initially planning to invest, the share of adjusters ranges from 30% for a 0.5 percentage point cut to 49% for a 4 percentage point cut. This percentage is much lower among firms without investment plans, which is consistent with fixed adjustment costs (see Panel B of Figure 1).

    We ask firms with existing investment plans that do not adjust their investment to explain their reasoning in an open-ended text format. Two narratives stand out. First, about 37% of firms argue that they have sufficient internal funds and prefer to use them for investment, in line with the pecking order theory (Myers 1984). Second, about 39% of firms report that they are not at the margin to adjust their investment plans. This could reflect either a low marginal return on capital, which is consistent with a lack of additional profitable investment opportunities, or a high marginal return on capital, in which case investment is driven by capacity or technological requirements rather than financing costs.

    Further heterogeneity analyses confirm the key role of the firms’ financial conditions for their interest rate sensitivity. Firms relying more on external funds, that have recently negotiated loans with banks, or that report financial constraints are more likely to increase investment following a reduction in the loan rate. Additionally, firms facing shortages of skilled labour and those operating in industries with more durable capital goods adjust their investment more strongly.

    In a follow-up vignette, we elicit how firms adjust their required returns on new investments, or ‘hurdle rates’, in response to changes in the loan rate. Consistent with prior evidence, hurdle rates are sticky (Graham 2022, Gormsen and Huber 2023): most firms do not adjust their hurdle rates after a loan rate cut. Although hurdle rate adjustment is strongly correlated with investment adjustment, firms are more likely to adjust investment than hurdle rates. This suggests that the insensitivity of hurdle rates to transitory loan rate changes does not necessarily impede investment.

    The macroeconomic relevance of the direct borrowing cost channel

    We assess the role of the direct borrowing cost channel for monetary policy using two approaches. First, in a later survey wave, we ask firms an open-text question about the discussions and considerations that typically arise in their investment planning when the ECB changes its key rate. Notably, more than half of the firms do not discuss the implications of monetary policy changes for their investment plans. A quarter refer to concrete transmission channels, with one dominating: 83% cite the direct interest rate channel via external financing, suggesting a crucial role of the mechanism we consider in our vignette for aggregate dynamics. Twelve percent mention changes in demand due to interest rate changes, and 11% refer to general-equilibrium effects.  Both are especially common among firms with high business cycle attachment, consistent with models of rational inattention.

    Figure 2 Perceived channels of monetary policy

    Note: Hand-coded perceived channels of monetary policy elicited in an open-ended question. Subsample of firms that clearly indicate which channel(s) they have in mind.

    Second, we leverage the survey’s panel dimension and examine whether responses to the one-time vignette regarding changes in borrowing costs predict dynamics following monetary policy shocks. Specifically, we analyse the monthly output dynamics of manufacturing firms in our sample in response to high-frequency identified monetary policy shocks over the past 23 years (Jarociński and Karadi 2020). Figure 3 shows that firms that do not adjust investment in the vignette also exhibit lower output responses after monetary policy shocks. This relationship is robust to many potential confounders. This underscores the importance of firms’ investment sensitivity to interest rates for the monetary transmission mechanism.

    Figure 3 Production response to monetary policy shock by interest sensitivity

    Notes: Impulse response functions at monthly frequency of cumulative production to a 1 pp monetary policy shock (Jarociński and Karadi 2020) estimated using local projections over 01/1999-12/2021. The sample is balanced over the horizons. Orange: firms adjusting investment in the vignettes. Blue: firms not adjusting investment in the vignettes. The sample is restricted to manufacturing firms that planned to invest in 2024 and 2025. Shaded areas represent the 90% confidence level. Standard errors are two-way clustered at the firm and the 2-digit-industry-by-month level.

    Policy implications

    There are at least three important policy implications. First, many firms do not adjust investment after borrowing costs decreases because they report having sufficient internal funds. In periods of heightened uncertainty (e.g. geopolitical risk), firms build precautionary cash buffers, which further reduces their sensitivity to loan rate changes. Second, firms’ sensitivity to borrowing costs decreases with the size of the change (e.g. due to managerial constraints). Thus, monetary policy becomes less effective when it has to counter weak demand. Lastly, many firms do not have the general-equilibrium effects of monetary policy in mind, consistent with ‘GE neglect’. As a result, firms’ demand may be lifted by monetary policy without managers linking it to policy, making transmission slower.

    References

    Auclert, A, M Rognlie and L Straub (2020), “Micro jumps, macro humps: Monetary policy and business cycles in an estimated HANK model”, NBER Working Paper 26647.

    Best, L, B Born M Menkhoff (2025), “The impact of interest: Firms’ investment sensitivity to interest rates”, CEPR Discussion Paper 20695.

    Christiano, L J, M Eichenbaum and C L Evans (2005), “Nominal rigidities and the dynamic effects of a shock to monetary policy”, Journal of Political Economy 113(1): 1–45.

    Gertler, M and P Karadi (2015), “Monetary policy surprises, credit costs, and economic activity”, American Economic Journal: Macroeconomics 7(1): 44–76.

    Gnewuch, M and D Zhang (2025), “Lumpy investment matters for the (heterogeneous) transmission of monetary policy”, VoxEU.org, 27 January.

    Gormsen, N J and K Huber (2023), “Firms’ required returns to capital and the missing investment puzzle”, VoxEU.org, 10 August.

    Graham, J R (2022), “Presidential address: corporate finance and reality”, Journal of Finance 77(4): 1975-2049.

    Hennrich, J, S Sauer and K Wohlrabe (2023), “Who reports the mood in German boardrooms? Evidence from the ifo business survey”, CESifo Working Paper 10571.

    Jarociński, M and P Karadi (2020), “Deconstructing Monetary Policy Surprises—The Role of Information Shocks”, American Economic Journal: Macroeconomics 12(2): 1-43.

    Koby, Y and C K Wolf (2020), “Aggregation in heterogeneous-firm models: Theory and measurement”, mimeo, Princeton University.

    Myers, S C (1984), “Capital structure puzzle”, Journal of Finance 39: 575-592.

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  • Samsung Electronics Launches Samsung Week 2025 Across 65 Countries – Samsung Global Newsroom

    Samsung Electronics Launches Samsung Week 2025 Across 65 Countries – Samsung Global Newsroom

    Samsung Electronics has launched Samsung Week 2025 across 65 countries, running from October 20 to November 1.1 This is an annual event held ahead of the company’s founding anniversary to thank customers for their ongoing support.

    Now in its sixth year, Samsung Week is the company’s largest promotional event — offering customers exclusive offers on a wide range of products through Samsung.com.

    Originally held in 32 countries, the event has since doubled its global reach and achieved more than fourfold growth in sales. With the addition of mobile live commerce and region-specific social media initiatives, Samsung has enhanced the customer experience and established Samsung Week as its flagship global promotion.

    This year’s theme, “Where Innovation Begins: From You,” emphasizes the company’s belief that customers are the driving force behind its innovation.

    Based on analyses of customer purchases this year, Samsung Week 2025 highlights2:

    • Best-selling products of the year such as the Galaxy S25 series, QLED TVs and Bespoke AI refrigerators
    • Most-searched products such as Galaxy Z Fold7, Music Frame, and the Bespoke AI Laundry Combo
    • Most registered products on SmartThings
    • Bundled products customized for diverse customer lifestyles

    Alongside the event, a ‘Personalized Product Recommendation’ feature has been newly introduced. When logged in with a Samsung account, customers receive tailored recommendation that consider factors such as product replacement cycles, purchase trends among users with similar devices and available rewards — providing a more convenient and personalized shopping experience.

    Frequent customers can enjoy even greater benefits during Samsung Week 2025. Depending on the region, they can redeem accumulated points at higher values, receive larger discounts for registering more products to their Samsung accounts and take advantage of trade-in offers for eligible products.3

    Additional benefits include Samsung Rewards — earned based on the products purchased and total amount spent and usable like cash on Samsung.com — as well as Samsung Care+ for professional product care.

    A Samsung Week character digital sticker pack, inspired by the diverse experiences of customers around the world, is available for free download on Samsung.com during the event period.

    Highlighting 56 years of customer-centric innovation, people can experience the campaign on large digital billboards in iconic locations worldwide, including Times Square in New York City and Piccadilly Circus in London.

    For more details about Samsung Week 2025 in each region, visit Samsung.com.

    ▲ Samsung Week 2025 campaign in New York City
    ▲ Samsung Week 2025 campaign in London

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  • When AI ‘wokeness’ collides with safety – Politico

    1. When AI ‘wokeness’ collides with safety  Politico
    2. A statement from Dario Amodei on Anthropic’s commitment to American AI leadership  Anthropic
    3. Silicon Valley’s new clash: missionaries versus mercenaries  The Times
    4. Netflix earnings, Anthropic’s ‘woke’ problem, Travis Kelce’s Six Flags stake and more in Morning Squawk  CNBC
    5. Efforts by the tech industry to reduce AI’s pervasive bias stall as Trump pushes to end “woke AI”  Milwaukee Independent

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  • How FBI’s gambling case highlights Mafia’s changing tactics

    How FBI’s gambling case highlights Mafia’s changing tactics

    Getty Images Two Brooklyn police officers point at the line-up of members from the organised crime syndicate Murder Inc. circa 1940 at the Brooklyn police department in Brooklyn, New YorkGetty Images

    When US officials unveiled two staggering illegal sports betting investigations on Thursday, they described the operations as something “reminiscent of a Hollywood movie”.

    The schemes, which allegedly involved NBA stars, specialised…

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  • Anthropic and Google Cloud strike blockbuster AI chips deal

    Anthropic and Google Cloud strike blockbuster AI chips deal

    Unlock the Editor’s Digest for free

    Anthropic has reached a deal to secure access to 1mn Google Cloud chips to train and run its artificial intelligence models, increasing its ties to one of its largest investors.

    Google, which has invested more than $3bn in Anthropic, will bring more than a gigawatt of AI computing capacity online for the start-up next year using its custom chips known as Tensor Processing Units, or TPUs. 

    Anthropic said the deal was worth tens of billions of dollars, but would not give a specific estimate.

    “Anthropic and Google have a long-standing partnership, and this latest expansion will help us continue to grow the compute we need to define the frontier of AI,” said Krishna Rao, Anthropic’s chief financial officer.

    “This expanded capacity ensures we can meet our exponentially growing demand while keeping our models at the cutting edge of the industry,” he added.

    The agreement follows a flurry of deals by Anthropic’s chief rival OpenAI to secure chips and computing capacity from Nvidia, AMD, Broadcom, Oracle and Google, estimated to be worth about $1.5tn.

    The circular arrangements between companies that act as suppliers, investors and customers of each other, combined with booming AI valuations, have added to concerns about a bubble in the sector.

    AI model developers have accelerated their fundraising and dealmaking for fear of falling behind in the arms race to secure enough computing power to remain competitive and meet customer demand.

    Anthropic raised $13bn during a funding round that closed in September, lifting its valuation to $183bn. It remains dwarfed by OpenAI’s $500bn valuation.

    San Francisco-based Anthropic, which makes the Claude chatbot, uses three different chip platforms to train and run its AI systems: Amazon’s Trainium, Nvidia’s GPUs and Google’s TPUs.

    The start-up said the diversified approach meant “we can continue advancing Claude’s capabilities while maintaining strong partnerships across the industry”.

    The arrangement pits Amazon, Nvidia and Google against each other in the competition for huge contracts to supply computing power.

    “Anthropic’s choice to significantly expand its usage of TPUs reflects the strong price-performance and efficiency its teams have seen with TPUs for several years,” Thomas Kurian, chief executive at Google Cloud, said in a statement.

    Amazon is the start-up’s “primary” cloud provider and a large investor in the company. It has invested $8bn in Anthropic and is building a 2.2GW data centre cluster in New Carlisle, Indiana, to help train its AI models.

    Earlier this year it weighed investing more in the start-up to deepen its relationship with the model developer, the Financial Times reported. 

    Anthropic said that it remained committed to its partnership with Amazon.

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  • ‘We’re getting the best result possible most weekends’ – Russell reflects on season and title battle ahead of Mexico

    ‘We’re getting the best result possible most weekends’ – Russell reflects on season and title battle ahead of Mexico

    George Russell admits that while he wouldn’t say “I’m proud to be P4” in the Drivers’ Championship, the Mercedes driver believes “we’re getting the best result possible most weekends”.

    The Briton, who agreed to a new contract ahead of the…

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  • Nottingham Forest ‘can finally breathe’ as Dyche delivers win

    Nottingham Forest ‘can finally breathe’ as Dyche delivers win

    Morgan Gibbs-White said he feels like he “can finally breathe” again after Nottingham Forest put a difficult few months behind them with a Europa League victory against Porto in Sean Dyche’s first game.

    The Reds had not…

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  • The Future of Antarctic Ice: New Study Reveals the Mathematics of Meltwater Lakes

    The Future of Antarctic Ice: New Study Reveals the Mathematics of Meltwater Lakes

    Newswise — Georgia Tech researchers have developed a mathematical formula to predict the size of lakes that form on melting ice sheets — discovering their depth and span are linked to the topography of the ice…

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  • US FDA approve GSK's blood cancer treatment – Reuters

    1. US FDA approve GSK’s blood cancer treatment  Reuters
    2. FDA delivers split decision on GSK’s blood cancer drug Blenrep, approving its use in some cases  statnews.com
    3. Belantamab Mafodotin Can Help Fill Access Gaps in BCMA-Directed Myeloma Therapy: Hearn Jay Cho, MD, PhD  AJMC
    4. Blenrep approved by US FDA for use in treatment of relapsed/refractory multiple myeloma  Stock Titan
    5. Cancer Drug Pulled From the Market Regains FDA Approval  MedPage Today

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  • More than 1,700 deaths recorded between January and mid-October, an ‘epidemic of alarming intensity’: MSF

    More than 1,700 deaths recorded between January and mid-October, an ‘epidemic of alarming intensity’: MSF

    In a press release published Wednesday, October 22, 2025, Médecins Sans Frontières (MSF) warned of the “alarming intensity” of the cholera epidemic in the Democratic Republic of Congo (DRC).

    According to the statement, the DRC has recorded…

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