Welcome to the Rambus third quarter fiscal year 2023 earnings conference call. Currently, all participants are in listen mode only. At the conclusion of our prepared remarks, we will conduct a question and answer session. If you'd like to ask a question, please press star one on your telephone keypad. If anyone should like assistance during the conference, please press star zero on your keypad at any time. As a reminder, this conference call is being recorded. I would now like to turn the conference over to Desmond Lynch, Chief Financial Officer. You may begin your conference. Thank you, operator, and welcome to the Rambus third quarter 2023 results conference call. I am Desmond Lynch, Chief Financial Officer at Rambus, and on the call with me today is Luc Seraphin, our CEO. The press release for the results that we will be discussing today has been filed with the SEC on Form 8-K. A replay of this call will be available for the next week at 866-813-9403. In addition, we are simultaneously webcasting this call, and along with the audio, we are webcasting slides that we will reference during portions of today's call. A replay of this call can be accessed on our website beginning today at 5 P.M. Pacific Time. Our discussions today will contain forward-looking statements, including our expectations regarding projected financial results, financial prospects, market growth, demand for our solutions, the company's ability to effectively manage supply chain shortages and other market challenges, and the effects of ASC 606 on reported revenue, among other items. These statements are subject to risks and uncertainties that may be discussed during this call and are more fully described in the documents we file with the SEC, including our 8-Ks, 10-Qs, and 10-Ks. These forward-looking statements may differ materially from our actual results, and we are under no obligation to update these statements. In an effort to provide greater clarity in the financials, we are using both GAAP and non-GAAP financial presentations in both our press release and on this call. A reconciliation of these non-GAAP financials to the most directly comparable GAAP measures has been included in our press release, in our slide presentation, and on our website at rambus.com on the Investor Relations page under Financial Releases. We adopted ASC 606 in 2018, using the modified retrospective method, which did not restate prior periods, but rather ran the cumulative effect of the adoption through retained earnings as a beginning balance sheet adjustment. Any comparison between our results under ASC 606 and prior results under ASC 605 is not an accurate way to track the company's progress. We will continue to provide operational metrics such as Licensing Billings to give our investors better insights into our operational performance. The order of our call today will be as follows: Luc will start with an overview of the business, I will discuss our financial results, and then we will end with Q&A. I'll now turn the call over to Luc to provide an overview of the quarter. Luc? Thank you, Des, and good afternoon, everyone. We delivered another strong quarter with revenue and earnings above the midpoint of guidance as we continue to execute on our strategy and successfully navigate the complexities of the industry transition to DDR5 in a challenging macro environment. The company generated $52 million in cash from operations, enabling consistent return of value to our stockholders, most recently with the completion of a $100 million accelerated share repurchase program. We also closed the sale of our PHY IP business, strengthening our focus on the development of differentiated chips and digital IP that expand our opportunities in the data center market. Generative AI and other data-intensive workloads continue to drive increasing requirements for memory, performance, and capacity across the computing landscape. This is a very positive long-term trend for Rambus. Currently, the training of large language models is boosting the demand for AI servers with the most advanced multi-core CPUs, provisioned with DDR5 DIMMs to maximize main memory bandwidth alongside server GPUs with dedicated HBM memory. In addition, high-performance general-purpose servers enabled with DDR5 are seeing increasing demand to meet the growing computing infrastructure requirements of the AI data pipeline. This is creating tailwinds for the transition to DDR5. The higher memory attach rates and number of DIMMs to support both AI and the high-end general computing servers enabled with DDR5 increases the opportunity for our expanding family of memory interface chips. As the industry builds out the infrastructure for the broadening adoption of AI, we look forward to continued innovation and growth in server CPUs, as well as workload-optimized accelerators. This trend also creates opportunities for our silicon IP business. The ongoing specialization of computing systems makes our high-performance CXL, PCIe, HBM, and GDDR IP controller cores increasingly critical. In addition, the move to application-specific silicon, driven by AI and other advanced workloads, creates increased vulnerabilities to attack as data is distributed across systems. This trend increases the need for advanced security IP, an area where we lead the industry. With that, AI is a strong catalyst for demand and a very positive long-term growth driver for the company. As I mentioned last quarter, we are investing in initiatives to broaden our portfolio of offerings. Just last week, we announced our HBM3 memory controller IP is now supporting operations at 9.6 GT/s, which is 50% higher than current top-end data rates. We are also working in close collaboration with the ecosystem and continue to make good progress on expanding our chip offering to support the ongoing evolution of high-performance server and client systems for years to come. Turning now to our quarterly results, we continue to lead and invest in our areas of focus. In Q3, memory interface chips delivered strong results, with quarterly product revenue above the midpoint of guidance at $52 million. We are executing well in a challenging environment, with year-to-date results up 7% over the same period last year. As we have highlighted in past quarters, the industry transition to DDR5 continues to be dynamic. In Q3, we were very pleased to continue volume shipments of DDR5 solutions, which again, are the predominant unit shipments this quarter. We continue to work with customers to manage through the ongoing DDR4 inventory correction. As we have said previously, we expect DDR4 headwinds to continue through the remainder of the year, in line with the broader ecosystem, but look forward to inventories normalizing in the early part of 2024. We remain positive on the outlook for DDR5 as we focus on execution and actively work with customers and partners through the transition. With the accelerated pace of DDR5 platform rollouts, we are poised to offer our customers and partners a range of solutions with multiple generations of our memory interface chips, shipping in volume, in qualification or sampling. In addition, our close collaboration with the ecosystem continues on novel memory, advanced clocking, and power management solutions to support the roadmap of future computing platforms, including developments for CXL-attached memory, which we look forward to demonstrating publicly later this year. In closing, this was a strong quarter for the company with solid results. While we navigate dynamic market conditions in the near term, our focused execution and strategic investments position us well for long-term profitable growth. As always, I'd like to thank our customers, partners, and employees for their ongoing support. With that, I'll turn the call over to Des to discuss the quarterly financial results. Des? Thank you, Luc. I'd like to begin with a summary of our financial results for the third quarter on slide five. Once again, we delivered a strong quarter, and we are very pleased with the company's continued execution on our strategic initiatives to drive long-term profitable growth. We delivered strong financial results with both revenue and earnings above our expectations. In Q3, we executed a $100 million accelerated share repurchase program, which retired approximately 1.85 million shares. Our continued strong cash generation allows us to consistently return cash to shareholders. As Luc discussed, in Q3, we completed the divestiture of our PHY IP business, which will enable us to redeploy our investments into higher growth areas of products and digital IP. Let me walk you through our non-GAAP income statement on slide six. Revenue for the third quarter was $105.3 million, above our expectations, driven by higher product revenue in the quarter. Third quarter revenue included approximately $5 million in revenue for the PHY IP business that we divested in early September. Royalty revenue was $28.9 million, while licensing billings was $57.9 million. The difference between licensing billings and royalty revenue mainly relates to timing, as we do not always recognize revenue in the same quarter as we bill our customers. Product revenue was $52.2 million, consisting primarily of memory interface chips. Contract and other revenue was $24.2 million, consisting predominantly of silicon IP. As a reminder, only a portion of our silicon IP revenue is reflected in contract and other revenue, and the remaining portion is reported in royalty revenue, as well as in licensing billings. Total operating costs, including cost of goods sold for the quarter, were $72.9 million. Operating expenses of $52.4 million were in line with our expectations and down $3.5 million versus Q2 as we continue to be disciplined in our expense management. We ended the quarter with a total headcount of 624, down from Q2, which is a result of the PHY IP divestiture. GAAP interest and other income for the third quarter was $2.3 million. This included $400,000 of ASC 606 interest income related to the financing component of fixed fee licensing arrangements for which we have recognized revenue, but not yet received payment. Excluding the financing interest income related to ASC 606, this would have been $1.9 million of net interest income. Using an assumed flat tax rate of 24% for non-GAAP pre-tax income, non-GAAP net income for the quarter was $26.4 million. Now let me turn to the balance sheet details on slide seven. We ended the quarter with cash, cash equivalents, and marketable securities totaling $375.5 million. This is up from Q2 through a combination of continued strong cash generation from operations of $51.6 million and the net proceeds from the PHY IP divestiture of $106.3 million, partly offset by the $100 million accelerated share repurchase program, which we completed in the quarter. At the end of Q3, we had contract assets worth $67.7 million, which reflects the net present value of unbilled accounts receivable related to licensing agreements for which the company has no future performance obligations. We expect this number to continue to trend down as we bill and collect for these contracts. It is important to note that this metric does not represent the entire value of our existing licensing agreements, as at each renewal opportunity, we work to restructure our patent agreements in a manner that allows us to recognize revenue each quarter during the life of each agreement. Third quarter CapEx was $11.4 million, while depreciation expense was $7 million. We delivered $40.2 million of free cash flow in the quarter. Now let me turn to our guidance for the fourth quarter on slide eight. As a reminder, the forward-looking guidance reflects our current best estimates at this time. We continue to actively monitor the macro environment, and our actual results could differ materially from what I'm about to review. In addition to the financial outlook under ASC 606, we also provide information on licensing billings, which is an operational metric that reflects amounts invoiced to our licensing customers during the period, adjusted for certain differences. As we have reported historically, licensing billings closely correlates with what we had historically reported as royalty revenue under ASC 605. As a reminder, in Q3, we divested our PHY IP business, which on a full quarter basis, the business has been breakeven at approximately $6 million in revenue, offset with $6 million in cost. Under ASC 606, we expect revenue for the fourth quarter to be between $117 million and $123 million. We expect royalty revenue to be between $42 million and $48 million and licensing billings between $56 million and $62 million. The quarterly increase in royalty revenue reflects the Samsung patent licensing extension that was signed last year, which will be recognized as a variable contract under ASC 606 on a go-forward basis. We are pleased with our continued execution and progression on our memory interface chip business, and we are well-positioned in the market to deliver long-term profitable growth. As Luc mentioned earlier, the transition to DDR5 continues to be dynamic. While we are pleased with our execution on DDR5 shipments, we continue to be impacted by the DDR4 inventory digestion, which will continue through the remainder of the year. We expect Q4 Non-GAAP total operating costs, which includes COGS, to be between $73 million and $69 million. We expect Q4 CapEx to be approximately $8 million. Under ASC 606, non-GAAP operating results for the fourth quarter is expected to be between a profit of $44 million-$54 million. For non-GAAP interest and other income and expense, which excludes interest income related to ASC 606, we expect $2 million of interest income. We expect the pro forma tax rate to remain at approximately 24%. The 24% is higher than the statutory tax rate of 21%, primarily due to higher tax rates in our foreign jurisdictions. As a reminder, we pay approximately $20 million of cash taxes each year, driven primarily by licensing agreements with our partners in Korea. We expect non-GAAP taxes to be between an expense of $11 million-$13 million in Q4. We expect Q4 share count to be 110 million diluted shares outstanding. Overall, we anticipate a non-GAAP earnings per share range between $0.32 and $0.39 for the quarter. Let me finish with a summary on slide nine. I am pleased with our strong results and the team's ongoing execution in this challenging and unpredictable macroeconomic environment, as we continue to make progress against our strategic initiatives. Our portfolio is well positioned to address growing opportunities in the data center fueled by AI. We continue to grow the business profitably with strong cash generation and a robust balance sheet, which has enabled consistent capital return to shareholders. Before I open the call up to Q&A, I would like to thank our employees for their continued teamwork and execution. With that, I'll turn the call back to our operator to begin Q&A. Could we have our first question? Thank you. Our first question comes from Gary Mobley with Wells Fargo. If you'd like to ask a question, it is star one on your telephone keypad. Gary, your line is open. Thank you for my question. Sure. Thank you. I want to start out by gaining an appreciation of the undercurrents in the product revenue between DDR4 and DDR5. Can you verify if your DDR5 DIMM chipset sales grew sequentially in the third quarter, and how low DDR4-related revenue may have trended for the quarter? And contrast that against what you think would be a normalized quarterly shipment number for DDR4 that may eventually layer on top of the growth in DDR5. Hey, Gary, I'll take the answer. Sorry about that. Hey, Gary, thanks for the question. We've been very pleased with our execution in 2023, and as Luc mentioned in his prepared remarks, product revenue is up 7% on a year-to-date basis through Q3, in a market which is down double digits. So we've successfully navigated a dynamic environment by posting solid results, which will result in year-over-year share gains versus our competitors. Looking at our product mix in Q3, the shipments were predominantly DDR5, and for the second quarter in a row, we shipped out minimal DDR4 products in the quarter. Really comparing Q3 versus Q2, DDR4 shipments were down, which was offset by modest growth in the DDR5 shipments from there. Going into Q4, we do expect to see a similar product mix, with continued growth in DDR5 and minimal DDR4 shipments in the quarter, as customers continue to take a conservative posture towards inventory management at year-end. So overall, we've been very pleased with our execution in this sort of challenging environment, and we're really pleased to see the continuation of growth in DDR5 shipments, which is positive for us. Okay. As a follow-up to the product sales mix, I noticed that the product gross margin was, you know, well off of the strong performance you had in the second quarter, despite the higher mix of DDR5. Maybe you could just speak to, you know, why the negative variance relative to that long-term view of, what, 60%-65% or relative to the prior quarter? And maybe if you could just give us a sense of the different moving pieces there between DDR4 and five. Yeah, Gary, great question. We are very pleased at how we continue to manage our product gross margins as a company. And if you look at our year-to-date product gross margins again through Q3, our gross margins on the products are around 63%, which is in line with the midpoint of the communicated long-term product gross margins of 60%-65%. If you look at specifically in Q3, our product gross margins were 63%, which were down from the high of 66% in Q2, mainly driven by ASP erosion, as the DDR5 products are now shipping in volume production. The ASP erosion was anticipated and in line with our expectations. And as a company, we'll continue to be disciplined in our ASP management, and we'll continue to drive product cost savings to offset any ASP erosion from there. Again, with this similar product mix going into Q4, as I mentioned earlier, we would expect product gross margins to be relatively flat at the 63% in Q4, and we're very pleased at how that we've been able to execute on the gross margin performance, which will be roughly in line with the midpoint of our long-term gross margin range of 60%-65%. Thanks, Des. Thanks, Gary. Our next question is from Mehdi Hosseini with SIG. Your line is now open. Yes, thanks for taking my question. Can you please, please provide us an update where we are with companion chip? I believe last time we were expecting qualification with a high, high volume manufacturing by mid-2024, and if that's correct, can you give us an update? And I have a follow-up. Thanks, Mehdi. Yeah, we, we're pleased with the investments we're making in our companion chip rollout. You know, we are actually currently shipping in small volumes our SPD Hub and temperature sensor to the market. And as you say, we believe to have more contribution from these products towards the second half of 2024. We have also sampled our customers with our initial power management chips, and the initial feedback from our customers is really, really good. And you should expect some announcement next quarter around these products. And again, I think they will contribute to, you know, our revenue starting in the second half of 2024 and into 2025. Finally, although these are not companion chips to the data center, we're also working with our customers on a set of client products in the clock space or the power management space, which will contribute to revenue in 2025 and beyond. So we have a rollout of products. We're pleased with the progress. We started to ship the SPD Hub and temperature sensor. We sampled the PMIC, and we're working on the client rollout of products. And all of these should start contributing substantially, more substantially in the second half of 2024. Great. Thanks for the detail. And one follow-up with that. Your Q4 guide implies OpEx of $50 million, taking a midpoint. And what I want to better understand is how should we think about the scaling of OpEx once the revenue starts to grow, once DDR5 RC or buffer chip starts shipping? Can you manage the business with the $50 million-$51 million of OpEx as you scale revenue, or would the OpEx need to increase? Hi, Mehdi, thanks for your question. I think as a company, we've done a very nice job in managing our expenses, given the softer macroeconomic outlook. In Q3, our operating expenses were around $52 million, which were down from $58 million in Q1, which shows a discipline and focus in managing our expenses. In Q4, you are right that our OpEx spend will come down roughly to $50 million-$51 million for the quarter. What I would say is, it was highlighted when we divested the PHY IP businesses, that we talked about reinvesting some of the R&D back into product programs, which will drive revenue into 2025 and beyond. Luc talked about some of the client opportunities earlier. Looking at 2024 and, what I would say from an R&D perspective, that our spend historically has been around 23%-25% of revenue, and I would expect to be within that sort of range going forward. In SG&A, we'll continue to be disciplined with inflationary type of increases here, and what you will see is some very nice leverage as we continue to grow this sort of top line. I think overall, we've managed our OpEx very well, which has really struck the right balance of being prudent to our short-term expenses and also balancing the need to invest in the long-term opportunities from there. So that's how we see the OpEx playing out, Mehdi. Thank you. Thanks. Our next question is from Kevin Cassidy with Rosenblatt Securities. Your line is now open. Yes, thanks for taking my question, and congratulations on the strong quarter. Just as we talk about the DDR5, and you, you, I think you had mentioned, sampling or qualifying the next generation. Is there an opportunity? You know, you'd mentioned about, ASP erosion. With the, next generation, does the, is there a reset on ASP, as you go to gen two, gen three, and so forth? Hi, Kevin, thanks for your question. What we see is that when we look ahead to the next sort of generations of sort of DDR5, that we will see that ASP reset with each generation. The generations of DDR5 are coming around quicker. They seem to be on a 12-month cadence just now, compared to the sort of 24 months cadence under DDR4. So that will offer the opportunity of an ASP reset from there. What I would say is that we've been very disciplined in our approach to sort of pricing, and we have a really good track record of producing healthy product gross margins. As I mentioned earlier, this year, we're going to execute our product gross margins to be around 62%-63%, which is in line with the midpoint of our long-term product gross margin range of 60%-65%. Okay, great. And just on the HBM3 device or that IP, are you recognizing revenue for that, or did you recognize revenue in the September quarter, or is it part of your December quarter guidance? HBM3 announcement we've made is an IP that we've just announced at the top end of speeds, 9.6 GT/s. So this is a product to come, you know, that will contribute to revenue in the future. It's not, you know, a product that has generated revenue, you know, this quarter or next quarter. Okay, I see. I wasn't sure if it was, if you had a beta customer that already had developed it. Okay, great. Understood. Thank you. Thanks, Kevin. Yep. Our next question is from Nam Kim with Arete Research. Your line is now open. Okay, thank you. I have two questions. One, I think the market has shipped to DDR5 seems happening much faster than expected. Can you share your latest view on DDR5 crossover timing? And then, second question: also, demand for DDR5 Gen 2 is picking up recently. And also you mentioned that PMIC qualification on DDR5 Gen 2. Can you give us some color on how you can compete with existing big PMIC suppliers such as TI, you know, Samsung, MPS? What's your selling point really here versus others? Thank you. Thank you for your questions. So we still see the crossover in the market to happen in the first half of 2024 for servers. We do see, you know, a slow burn of DDR4 inventory at our customer side, but it's still a slow burn. Obviously, as far as we're concerned, our shipments of DDR5 compared to DDR4 into the market, you know, has passed that crossover point, as you, you know, noticed in our, you know, Q2 and Q3, results. But the crossover point in the market is going to happen in the first half of 2024. That's still our view. DDR5 Gen 2, yeah, you know, is gaining some momentum. You know, we are shipping some volumes to our customers as they build their system. We will go through the same process and cadence as with the other generations. The people are going to pre-build systems, sell those pre-built systems to the market. We're going to go through the standard qualification process and, you know, we still believe, you know, a Gen 2 will start in earnest in the second half of 2024. That's for Gen 2. With respect to your question regarding PMIC, PMIC has been a challenge for the ecosystem in general in that first generation. This is, you know, this has explained some of the, you know, hiccups of the ramp of DDR5. We have built a team for PMIC some months ago and have worked on a solution. We have sampled the solutions to our customers, and the feedback from our customers is very positive at this point in time. So I think, you know, the initial feedback is about the, you know, the quality and robustness of the solution. Now, of course, we have to go through the standard process of validating that solution into the market, and as I said earlier in the prepared remarks, you know, we expect to hit the market towards the second half of 2024 with that product, but we're actively working with customers as we speak. Okay, thank you. Our next question is from Sidney Ho with Deutsche Bank. Your line is now open. Great, thank you. It sounds like the timing of the DDR4 inventory digestion hasn't really changed much from a quarter ago. What gives you that confidence that timing is not moving out? Any tangible data points you can share with us? And a follow-up to that is: if you look at 2024, not looking for guidance here, but what should we think about the split between DDR4 and DDR5 in product revenue for the entire year? Hi, Sidney. Thanks for your question. You know, with regards to DDR4 inventory, our customers, that did come down in the September quarter, which is the second quarter in a row. We are encouraged to see that all customers saw an inventory decline in the September quarter versus the June quarter, from there. And really, from our discussions with customers, we do expect the inventory digestion to be substantially complete, by year-end. It really is a sort of fluid situation, just now, and we're really working with the customers on the timing of the DDR4, reordering pattern, which we expect to take place across Q1 and Q2 next year. But our visibility is limited, with regards to this just now, but we do expect that DDR4 will continue to have a long tail of demand from there. I think the second part of your sort of question was with regards to product revenue, sort of growth and the timing of DDR4, DDR5 for next year. As a company, we only guide sort of one quarter at a time, which is prudent, especially given the macro uncertainty just now. We've been very pleased with our execution in 2023, and really assuming the midpoint of our guidance for Q4, our 2023 product revenue will be relatively flat at $226 million, which really provides a solid foundation for us to grow next year. It is important to put this performance in context, because the market has declined double digits this year, and we do expect to grow market share in 2023 versus the competitors. As it relates to 2024, we do anticipate growth, which is in line with some of the industry research that's out there just now. We're excited about our competitive product offerings, which will be the continuation in growth of DDR5 platforms. We do anticipate the growth of recovery of DDR4, and as Luc mentioned, we expect to see the greater contribution from the companion chips in the second half of next year. Overall, our products are very well positioned in the market. We do expect to grow faster than market next year and to continue to see continued share gains in 2024. Okay, that's, that's helpful. Then my follow-up question is, you guys touched upon this in, in the prepared remarks, but it sounds like you guys are very well positioned to, to benefit from AI. Can you help us summarize the different ways that you can benefit from that, that ramp, both from a product and licensing standpoint? I understand the memory licensing business is kind of thick, so just want to make sure that I understand the opportunity. Thanks. Hi, Sidney. Yes, if you look at the three pillars of our business, and of course, our patent licensing, you know, business is not affected by AI. You know, on the product side, let's start with you know, the buffered chips. You know, AI servers do actually use some general purpose servers in the AI boxes. And typically, those general purpose servers have a high memory content, and typically, DDR5. So I think the impact of AI, especially this year, although the market was a bit depressed in total, the positive impact of AI has been to accelerate the demand for DDR5 modules. And this, I think, explains partially the profile of our DDR4, DDR5 mix, you know, between Q1, Q2, and Q3 of this year. With respect to our IP business, what we see with AI is that we see the emergence of specialized compute nodes, disaggregated architectures. So all of these chips have to communicate between themselves. So CXL and PCIe IP become very, very important for our silicon customers as they build these heterogeneous chips that go into the new architectures. GDDR and HBM, of course, that's why we announced our next generation HBM at very, very high speed. We want to stay ahead of the curve there. Finally, as we mentioned in the prepared remarks, with all of these specialized chips now in the data center, the vulnerability, with respect to attacks, on data, at rest, or actually data in motion between chips, is becoming more important, and therefore, our security IP portfolio is becoming more relevant to the market. You know, as we sold our PHY business to Cadence, we said we would, you know, continue to invest in our IP portfolio because we do see, the opportunity brought by AI, with all the semiconductor companies that actually build, chips for that market. Great. Thank you very much. Our next question is from Mehdi Hosseini with SIG. Your line is now open. Yes, just a quick clarification. Look, I just want to go back to your prior statement, and this comes up every earnings conference call. Would it be fair to say that your product revenue is mostly driven by the number of DIMM per CPU, and not necessarily with the DDR5 number of bits? In other words, your business is units of DIMM driven, not bits of DDR5. Would that be a fair statement? That, that's correct. You know, there are several factors, you know, going into the capacity equation, if you wish, you know, one being the density of the memory itself. But the unit of commerce, as you rightfully say, for our buffered DIMM, is really the number of DIMMs. Yes. And then there are a number of new server CPUs coming out, each with a different number of channel per CPU and number of DIMM per channel. And in that context, it will take a little bit of time for the end customer to come up with a set of, with a, with a configuration of what really could meet their demand. And this is why, as we go through this transition, that inflection point is gonna come down to when the CPU is gonna be available and how end customer gonna configure the system based on the CPU and number of DIMMs per CPU. Fair? That, that's correct. You know, the volume of buffered chip depends on, you know, the number of DIMMs, therefore, it depends on the number of channels and the number of DIMMs per channel. And, you know, all of those deployments depend on the end customers. But this being said, the trend is really for capacity expansion. So there's this trend in the market that people are trying to populate, you know, as many channels as they can, you know, and put as many DIMMs per channel as they can, because we still have to fill that gap between the compute power, you know, from the servers and, you know, the memory capacity and memory bandwidth supporting that. So the trend is definitely towards, you know, higher volume. The way it's being deployed in terms of when the number of channels are populated and how many DIMMs per channel are being used, you know, depends on the specific customers. Great. Thank you. Yeah. There are no further questions. That concludes the question and answer session. Now, I turn the conference over to the company. Thank you. I would like to thank you all for your time and your interest, and we'll talk to you later. Bye-bye. That concludes the conference call. Thank you for your participation. You may now disconnect your lines.