SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " roach " 1,996 found 🔀 AI-powered Shuffle
Tarik Skubal says time is running out on Tigers as trade deadline approaches: ‘We need to play better baseball or else’
NC science panel urges caution in use of hardened structures to protect coastline
As state lawmakers consider repealing the longstanding ban on jetties on North Carolina’s coastline, some of the state’s top scientists are recommending "a cautious approach" to allowing any new hardened structures.
Unique drill shows Brian Daboll's creative approach with Titans
A video from Titans practice showcased Brian Daboll's creative drill designed to improve the Titans' offensive playmaker's awareness.
Scientists reprogram brain immune cells to fight Alzheimer’s
A newly identified molecule called OLE helped restore the brain’s immune cells to a more protective state in Alzheimer’s models. The treatment reduced toxic plaque buildup and improved memory, raising hopes for a new therapeutic approach.
Trump’s Iran agreement draws rare reproach from powerful Republicans
As key Republicans on Capitol Hill first learned the details of President Donald Trump’s agreement with Iran, some were so stunned that they simply wouldn’t speak about it.
'There's No Ambiguity in Sony's Strategy': Trusted Journalist on PS5's Exclusivity Approach After Wishy-Washy CEO Statement
"There's no case by case here"
Mount Sinai to Lead Aspen Discussions on Youth Mental Health, and Healthspan Science and Practice
Will explore innovative approaches to mental health and new frontiers in healthspan, longevity science, and personalized care during Aspen Ideas: Health and the Aspen Ideas Festival.New York, NY and Aspen, CO, June 18, 2026 (GLOBE NEWSWIRE) -- Mount Sinai Health System experts will lead discussions on innovative community-based approaches to youth mental health and emerging scientific advances that are transforming how we understand healthy aging and healthspan at the 2026 Aspen Ideas: Health an
Fox News and Donald Trump's Divorce
For a decade, the network and the president have fueled each other’s rise. As the midterms approach, both are learning who really owns the Republican base.
Trump's economic approval rating hits new low, poll finds
Some voting groups that Trump handily won aren’t happy with his economic approach, including more thanhalf of white voters without a college degree.
Katie Couric (@katiecouric)
3,068 likes, 268 comments - katiecouric on June 17, 2026: "Rahm Emanuel has been a major force in Democratic politics for decades—from congressman and White House chief of staff to mayor of Chicago and U.S. ambassador to Japan. As the 2026 midterms approach, he joined me on Next Question to discuss President Trump's second term, why Democrats "lost the plot," why he believes the U.S. should end taxpayer-funded military aid to Israel, and what it will take for the party to reconnect with voters and regain lost ground. 🎧 Watch the full interview on YouTube or listen wherever you get your podcasts.".
The Face of Business Growth
Don Winkle brings a practical, solutions-oriented approach to mergers, acquisitions, and corporate finance.
Experts on history, politics reflect on U.S. 250th birthday milestone
As our nation’s celebration of its 250th birthday approaches, experts in history and political science at Virginia Tech can provide perspectives on how far the United States of America has advanced since its founding and the issues that will influence where it goes next.
Yankees Eyeing Tarik Skubal Trade as Deadline Approaches
The New York Yankees will be looking to make a decision after a new Tarik Skubal trade report.
Moving Beyond Resilience: Rebuilding the Public Health Workforce with Intention
At the Mission Critical summit, public health leaders shared forward-thinking approaches to invest in people, retain talent, and rethink how work happens.
How surviving leukemia changed Duke Health CEO's approach to patient care
A life-threatening leukemia diagnosis forced Dr. David Zaas to experience healthcare from the other side of the hospital bed. Now, the new Duke University Health System CEO says those lessons are guiding his approach to patient care and the future of Duke Health.
Rap star Busta Rhymes headlining stacked Choctaw Indian Fair entertainment lineup
The Choctaw Indian Fair is rapidly approaching, and we now have a closer look at what all will be taking place during the event's 76th edition this summer.
Nuanced differences on business issues separate Democratic gubernatorial hopefuls
Both Democratic gubernatorial candidates vow to boost Colorado's business atmosphere, but they offer different approaches to doing so.
Guardian Resilience Teams promote holistic health, culture of fitness
Central to U.S. Space efforts are a transition from traditional fitness models to Holistic Health Approach, an integrated and preventative approach that prioritizes the enduring health, performance and resilience of Guardians.
On Netflix’s World Cup Show, It’s Still Called Football
When Netflix approached Goalhanger co-founder Tony Pastor last year, he assumed the streamer was interested in picking up a version of his podcast network’s The Rest Is History. In their first meeting, executives discussed episodes from the show—then pivoted the conversation. “They suddenly said in the middle of the meeting—’but actually, that’s not what we want …
Steam Machine Performance Benchmark Leak Signals Approaching Launch
Since the news broke that the Valve Steam Machine would be delayed, there have been countless conversations online about how the Steam Machine would be dead on arrival because of its expected pricing and aging internals—a six-core Zen 4 CPU and a Radeon Navi 33 GPU with 8 GB of VRAM—but a recent set...
Latvia pilots citizen engagement in research grant evaluations
Latvia has introduced an element of citizen engagement to the evaluation of nationally funded research grants. The aim is to both create more connections between science and society, and to improve the quality of its evaluations. The move comes as research funders across Europe are experimenting with ways to improve evaluation processes in the face of a sharpened focus on science’s impact on society. Evaluators of grant applications submitted to Latvia’s Fundamental and Applied Research Programme (FLPP), the country’s main research funder, will this year have the option of consulting citizen feedback on challenges the public thinks science should focus on to inform their decisions. “In recent years, both public discussions and policy-level debates in Latvia have highlighted the importance of demonstrating how publicly funded research contributes to society, the economy and the resolution of real-world challenges,” said a source at the Latvian Council of Science (LCS), which manages the FLPP. “At the same time, research institutions themselves expressed interest in improving the project evaluation framework while continuing to ensure that funding is awarded to the highest-quality projects,” the source added. The citizen input comes from a survey that was conducted between 25 February and 16 March 2025, to which 1,737 people responded. It gathered information on what the public views as problem areas for Latvia, and the role of science and technology in providing solutions to these problems. A summary of these responses has been included as an annex to the FLPP 2026 call for proposals that evaluators can refer to, purely in an advisory manner, when judging proposals. Results from the survey show that the main problem areas identified by the public were in healthcare and public health, followed by the development of new treatment methods and medicines, and then digital technology, data security and cyber security. At the bottom of the list was research aimed at acquiring new knowledge about the universe, matter and the laws of nature. Further analysis looked at the public view of the possible role of science in solving these problems. The survey charted 4,167 individual responses based on open-ended questions that were derived from the participants’ answers. The analysis again found that medical and health sciences topped the scoring, with 788 responses referring to the field. Humanities and the arts were bottom of the list, with 625. Digging further into the details, the survey suggests citizens are aware of and concerned about a number of research areas. This includes technologies and innovation to improve the environment or reduce pollution, the development of modern military technologies and cybersecurity tools, and the development and application of artificial intelligence, among others. “We hope this initiative will help strengthen public trust in science and create a more meaningful dialogue between researchers and society,” the LCS source said, adding that it offers benefits to researchers, evaluators and to the general public. More space for citizen engagement in evaluationsThere is a gradual but increasing use of citizen engagement in research evaluation processes around Europe, especially in healthcare, but it remains relatively rare, said Henry Sauermann, a professor at the European School of Management and Technology in Berlin and an expert in citizen science.“Given that we are at a point where citizen involvement is extremely limited, there is presumably space for more, but it's not that we should do it just because we want to do it,” he told Science|Business. He said some research lends itself better to having citizen input, and this usually tends to be on the applied end of the science spectrum where the public can offer useful feedback based on their experiences. He added that advising scientists on certain topics to study is also a useful approach, in the way that Latvia is doing. “The public does fund a lot of science, there's a lot of tax money going into this. We of course do want to preserve academic freedom, but it's also not unreasonable to incorporate more feedback or input from citizens where possible,” he said. Related articlesCitizen science: where, when, and how to let the public contribute to researchHow can Europe cope with a flood of AI-assisted research grant proposals?Data Corner: Horizon Europe’s AI, digital and data call success rate is 5.2%There are several ways of involving citizens in science funding. The most minimal way is having a few representatives on a panel, such as members of a patient group or union. The most direct way is crowdsourcing funding for specific projects. There is an increasing number of online platforms that allow the public to chip in to support scientific proposals.Sauermann studied this in a recent paper and found that it can have its uses, but it still is not clear if there are benefits to it. There are various assumptions linked to citizen engagement, for example that it increases public trust in science, or that it provides a representative view of what the public thinks about science. These are not necessarily true, Sauermann found. People who participate in engagement activities tend to already be very trusting of science, and, on the whole, it is generally the well-off and well educated who contribute, giving a narrow view of public opinion. On whether citizen input can help manage the increasing number of proposals that are being submitted due to assistance from AI, Sauermann is more sceptical. “The obvious answer to the flood of AI-written proposals is AI-driven evaluation,” he said, adding that it doesn’t mean citizen engagement shouldn’t be a part of evaluations in a well thought-out manner. Southern Denmark’s successful approachOne successful example of citizen engagement in science evaluations was implemented in southern Denmark. Between 2019 and 2025, citizens in the region were invited to vote to fund one of five pre-selected projects in the field of healthcare. The project, called A Healthier Southern Denmark, was a collaboration between regional authorities, the University of Southern Denmark, and two media partners. Over the seven years, there were 75,000 votes and significant public engagement online and on social media. “It was a bit of a wild project, we’d never done something like that before and we were a bit nervous about what would be said in the media about it. But actually, people were very positive,” said Anne Kathrine Overgaard, one of the main organisers of the project from the University of Southern Denmark. The university and its researchers have learned a lot from the experience, particularly about engaging with society and shaping their research to match real-world needs. This is important with Europe’s increasing focus on competitiveness and bringing innovations to market faster, Overgaard said. She hopes to see more citizen engagement in evaluation processes and in science more broadly. “For many years, citizen engagement has been a bit of an add-on to proposals, just to check a box. But I think things are changing,” she said. It’s less about citizens just gathering data and more “about the dialogue between the public and the scientists,” she said. The initiative ended last year as the team wanted to regroup to find fresh momentum. The development of AI and AI-written proposals has made Overgaard reflect on how the project could be reworked to help evaluators. She hopes to bring it back in the future. “It could be a good idea to try this initiative again in a slightly re-worked format,” she said.
How States with Health Care Cost Growth Targets Are Using Their Data to Develop Bold New Policy Approaches to Constrain Spending
News article: In a new Health Affairs Forefront article, Michael Bailit, January Angeles, and Rachel Block show how states with health care cost growth targets have
Colorado primary for U.S. Senator: Candidates John Hickenlooper and Julie Gonzales
The race between U.S. Sen. John Hickenlooper and state Sen. Julie Gonzales has emerged as one of Colorado’s most intriguing Democratic primaries. Gonzales is running on a message of generational change, arguing that Democrats need a more aggressive approach and that a vote for Hickenlooper will just mean “more of the same.” Hickenlooper, a fixture […]
Eight rules made Norway a winter sports superpower. Will they help at the World Cup?
Norway’s unique approach to youth athletics has turned it into a winter sports powerhouse. Yet no sport is as popular as soccer.
Toward a uniform business tax system: Examining proposals to tax large pass-through entities as corporations
In a new paper for the Hamilton Project, we examine an approach that many policymakers have offered to reform pass-through taxation: requiring large or complex pass-through entities to pay federal income tax at the entity level, as corporations do.
These 36 Scientists Are Leading the Way to Biomedical Discoveries
On June 16, Pew announced the 2026 class of Pew Scholars Program in the Biomedical Sciences, Pew Latin American Fellows Program in the Biomedical Sciences, and Pew-Stewart Scholars Program for Cancer Research. These researchers will receive multiyear grants and join a community of more than 1,000 scientists who are taking creative approaches to cancer biology, neuroscience, immunology, and more.
These companies are finding new ways to use AI and tech for security, health, and more
The 2026 AI and technology category for World Changing Ideas is full of new approaches to AI detection, mental health assessment, and even energy.
Chargers' Mike McDaniel taking unusual approach to Justin Herbert relationship
Mike McDaniel is starting his tenure as Chargers OC in an unconventional way: by tinkering with QB Justin Herbert's mechanics.
The $4 Billion Coffee Pod Business Faces Its Biggest Threat Yet
Billions of coffee pods are sold every year. Coffee giant Lavazza is betting that consumers are finally ready for a different approach.
Pumice Rafts Encroach on Admiralty Islands
Buoyant volcanic rock fragments from an underwater eruption drifted across the Bismarck Sea and choked island coasts.
Is David Flippo's primary win the death blow for Old Nevada politics?
He rallied Washington's Trumpiest voices, poured in his own money and went straight for the jugular. That approach trounced James Settelmeyer's legacy campaign.
Is SMIC N+3’s Metal Pitch Smaller than Intel 18A’s?
Almost four years ago, we published that SMIC had started shipping 7 nm (N+1) chips. Now, SMIC is shipping its third-generation 7 nm (N+3) process in Huawei’s Kirin 9030, with a minimum metal pitch of 32.5 nm, about 10% tighter than the 36 nm minimum metal pitch shipping in Intel’s latest Panther Lake CPUs on 18A. The headline is true, but incomplete cherry picked metric. N+3 reaches the density of TSMC N6 through aggressive DUV multi-patterning and design-technology co-optimization (DTCO), but it pays for that in complexity, efficiency and process control. We found this and more in our reverse engineering and teardown where we cover SMIC’s N3 process technology, Huawei’s packaging, memory, architecture, and more. SemiAnalysis has been building a state-of-the-art teardown lab in Oregon capable of analyzing the world’s most advanced and important chips over the last year and half. We have already generated revenue on advanced datacenter chip teardowns including our recent reverse engineering of a major TSMC customer’s COUPE CPO optical engine + EIC 3D stack. This is the first public report from the SemiAnalysis Teardown Engineering & Evaluation Lab, or STEEL for short. The lab is aggressively scaling up and out and we’re excited to announce it publicly. This is a bit of inconvenient timing for TechInsights as they are private equity owned and currently being sold while having enjoyed virtually no credible competition for decades. This has led to TechInsights underinvesting in CAPEX. SemiAnalysis exceeds TechInsights in revenue despite no venture or private equity ownership and being founded only 6 years ago. Because we have no external investors and are founder led, we move faster, build faster, and we can release client chip teardowns for free regularly, while focusing on datacenter for our major clients. Here’s the first public image from our lab, the HiSilicon Kirin 9030 Pro SoC: This report will detail our teardown of the Kirin 9030 and our findings on SMIC’s N+3 process, the most advanced in China. For comparison, we’ll show our teardown of the MediaTek Helio G99, made on TSMC N6. Through this comparison, we can look at the effect of export controls – SMIC N+3 and TSMC N6 are comparable nodes, but one is heavily export-controlled, the other free to use the West’s most advanced equipment. Here we see both China’s progress and constraints. SMIC N+3 reaches TSMC N6-class logic density, but it requires far more aggressive DUV multi-patterning, so it does not match N6 on process maturity or cost. The Kirin 9030 Pro performs similarly to three-year-old Android flagships, and trails far behind the current flagship SoCs from Apple, Qualcomm, MediaTek, and Samsung. The efficiency gap is even wider. Export controls have not stopped Huawei and SMIC from shipping advanced silicon, but they have forced a different path. Without EUV, SMIC is leaning harder on DUV multi-patterning, DTCO, and increasingly complex integration. The roadmap continues forward through tighter design rules and backside power, but each step adds cost and process risk. Huawei’s τ scaling and LogicFolding show another path: stacking active logic and recovering density through advanced packaging and system-technology co-optimization (STCO). To understand the Kirin 9030, we must first understand Huawei’s SoC history. HiSilicon is Huawei’s chip design arm, responsible for the Kirin smartphone SoCs, Kunpeng server CPUs, Ascend AI accelerators, and switch/router networking silicon. Before export controls, Huawei was TSMC’s largest customer – the only customer on TSMC’s first EUV node, N7+, and among the first on N5, alongside Apple. That ended in late 2020. Huawei switched to Qualcomm SoCs in its flagship smartphones, though export controls limited them to 4G-only variants. In late 2023, Huawei returned to in-house silicon with the Kirin 9000s, a successor to the Kirin 9000, fabricated on SMIC N+2 instead of TSMC N5. In the following years, they released the Kirin 9010 and 9020 on the same N+2 process. These chips used Huawei’s in-house TaiShan CPU cores and Maleoon GPU. We have not torn down a Kirin 9020 ourselves, so the predecessor die shot is from Kurnal. The die shots show how Huawei spent its silicon budget: which functional blocks are where, and how their areas compare to the predecessor. First, a quick guide to the major blocks on the die. The total die area is nearly identical, but the 9030 uses that area more aggressively. A denser process lets Huawei fit an extra middle CPU core, more GPU and NPU cores, and larger caches into the same footprint. In contrast, the Helio G99 is a much smaller, low-cost SoC, built for budget smartphones rather than a flagship device. While the Kirin 9030 is ~140 mm², the G99 is only ~29 mm², roughly one-fifth the area. The underlying TSMC process technology, however, is directly comparable as a baseline for analyzing SMIC’s. The Kirin 9030 is an evolutionary refresh, not a clean-sheet design. Its CPU, GPU and NPU cores carry over the 9020’s families, and the gains come from three levers: the SMIC N+2-to-N+3 process step, DTCO and floorplan work, and incremental microarchitecture. Area is where the first two show up, and the 9030 scales well here. Performance and efficiency are the harder test. Huawei’s design holds up better than its node would suggest, but the chip still trails, both because N+3 sits behind the leading-edge nodes and because its cores, while competent, remain a few generations behind the newest designs. The new prime core is an incremental update. The main changes are a 10% frequency increase from 2.5 GHz to 2.75 GHz and a doubling in the L2 cache from 1 MiB to 2 MiB. Despite the increased cache, the core size decreased by 7.6%. Excluding the private L2 cache, the core size decreased by 21%. This is a large reduction for an incremental node. Compared with the TaiShan New V120 core in the Kirin 9020, the Kirin 9030’s middle core is almost unchanged architecturally, yet each core shrinks by ~22%. Most of that comes from the move from N+2 to N+3, with layout likely accounting for the rest. Visually, the most noticeable change is the increase from 3 middle cores to 4. There is also a 20% increase in the shared L3 cache of the big cluster. This helps to improve multi-core performance without sacrificing much in terms of area. Even with each core shrinking, the big CPU cluster’s total area is essentially unchanged. The per-core savings went back into an additional middle core and larger caches. The tiny cores shrank less than the prime core (excluding its L2 cache) and less than the middle cores. This is likely because fixed overhead is a larger share on a small core. We cannot resolve any architectural changes from the die shot alone, but the per-clock and efficiency gains shown below point to more than pure process and layout scaling. The area reduction was offset by a doubling of the shared L2 cache from 2 MiB to 4 MiB, leaving the total tiny CPU cluster area slightly larger. Area is the easiest improvement to see from a die shot, but it is only one part of PPA (power, performance, area). For modern logic, power and performance matter just as much, and often more. Since Dennard scaling broke down in the mid-2000s, voltage and frequency have not scaled in step with transistor dimensions, so each node has had to fight harder for gains in performance and efficiency. The starkest comparison is not Kirin 9020 versus Kirin 9030 Pro. Apple’s efficiency cores run circles around Huawei’s prime core. Apple’s low-power core delivers 20% higher integer performance while drawing only 1 W, compared with 4.5 W for Huawei’s prime core. N+3 matches TSMC N6, but N6 is several generations old. Apple and Qualcomm build on N4 and N3P, which are denser and sit on a better voltage-frequency curve, giving them a larger transistor budget and more performance per watt. The 9030’s own cores did improve. The middle and tiny cores gained 17% and 14% in per-clock integer performance over the 9020, with floating-point flat on the middle core and up 11% on the tiny. The tiny core improves cleanly, with performance rising while power falls and efficiency increases by 45% in integer and 24% in floating point. The middle core is mixed: integer performance rises but power rises faster, cutting integer efficiency by 7%, while lower power lifts floating-point efficiency 16%. Per-clock gains at the same or lower frequency are microarchitectural, so the cores are tuned, not just shrunk. Both also failed to hold their rated maximum frequencies, pointing to thermal, power, or stability limits. Per clock, the middle core sits around Arm Cortex-A720 and the tiny core near the Cortex-A520; absolute performance trails because Huawei clocks them much lower. The prime core is roughly Cortex-X2 class per clock, a 2021 design. Apple’s 2020 M1 Firestorm core is still 35% higher per clock and 57% faster in absolute integer performance at a similar 4.5 W. The current leading edge is further ahead again: the Apple M5 P-core is 60% higher per clock and 2.7× faster, the Arm C1 Ultra 45% higher and 2× faster. Matching older high-end cores per clock is a genuine design achievement. What Huawei cannot match is the voltage-frequency curve and transistor budget of leading-edge nodes, which let Apple, Qualcomm and others spend more transistors in the same area on wider cores, larger caches and deeper buffers while running at lower voltage. Huawei’s LogicFolding roadmap is one answer, stacking active logic to recover density and shorten signal paths. We return to it later. The GPU compute units (CUs) changed more visibly than the CPU cores, moving to a more rectangular layout for both the arithmetic logic unit (ALU) clusters and the CU overall. Even with ray-tracing support added, a CU shrank ~28%. However, that shrink is offset by the increase from 4 to 6 CUs and the area outside the CUs grew 33%. Overall, the GPU cluster is larger by ~10%. The GPU is where Huawei makes its biggest gains. The Maleoon 935 is not competitive with current flagships, but it is a large step up from the 920 and reaches older-flagship territory. In 3DMark it is 70% faster in Wild Life Extreme (WLE) and 79% faster in Steel Nomad Light (SNL) than the 920; with 11% higher clocks and 50% more CUs, the ~67% theoretical uplift roughly matches WLE and is beaten by SNL. It edges ahead of the Snapdragon 8+ Gen 1 in WLE and SNL, and the Dimensity 9200 and Apple A16 in WLE, but stays far behind newer parts: the Snapdragon 8 Elite Gen 5 and Dimensity 9500 are ~2.4–2.6× faster in WLE and ~3.2× faster in SNL. The Maleoon 935 is Huawei’s first GPU with hardware-accelerated ray tracing; there it lands slightly ahead of the Exynos 2200, and on par with the Apple A16, with current flagships up to 3.7× faster. The Neural Processing Unit (NPU) saw the largest structural changes of any block, moving from a Lite and a Tiny core in the Kirin 9020 to a Lite and two Tiny cores in the Kirin 9030. Both core types also show significant layout changes. This is a reversal in Huawei’s NPU design. The Kirin 9000 5G, its last flagship chip on TSMC N5, used two Lite and one Tiny core. The series of SoCs on SMIC N+2 moved to one Lite and one Tiny core, likely for area savings. With the Kirin 9030, Huawei has shifted back toward a larger multi-core NPU cluster, but with the additional area going to a Tiny core rather than a Lite core. We’re diving deep into the most advanced datacenter and AI hardware hitting the market. To learn more about what’s in the pipeline or to commission a custom teardown, contact sales@semianalysis.com. Interested in joining us on this ride and think you can be a difference maker? Check out our Careers page. Before diving into the process stack, the package and memory are worth separating from the SoC itself. The Pro variant of the Kirin 9030 carries 12 GB of Samsung DRAM, with two stacks of four dies each. The dies were identified as the K4L2E165YD, a 12 Gb LPDDR5X-9600 device fabricated on Samsung’s 1a node, the fourth generation of its 10 nm-class DRAM after 1x, 1y and 1z. 1a has shipped in volume since 2022, so this is current memory rather than older-node inventory. The 16 GB Pro Max variants we obtained were found with both CXMT and Samsung packages. The CXMT package is marked CXDD7JEDM, with two stacks of four dies, packaged in week 45 of 2025. The inferred die dimensions from X-ray computed tomography (CT) are consistent with a known density of ~0.3 Gib/mm² for the CXMT G4 process, roughly equivalent to other manufacturers’ 1z processes. The Kirin 9030 uses a typical integrated package-on-package (iPoP) stack: multiple DRAM dies in a memory package sit above an organic redistribution layer (RDL) interposer, which sits above the SoC and package substrate. The full package is then mounted to the printed circuit board (PCB) through ball-grid array (BGA) solder bumps. The memory package substrate is a thin bismaleimide-triazine (BT) laminate carrying the LPDDR5X stack. The organic RDL interposer over the SoC routes the PoP signals around the die and carries possible dummy thermal copper pillars. The package substrate, a thicker Ajinomoto Build-up Film (ABF) build-up over a BT core, fans the flip-chip bumps out to BGA pitch and embeds the power planes. The whole stack is organic. The only silicon is the SoC and the LPDDR5X dies; there is no silicon interposer. Keeping it all-organic brings the package’s coefficient of thermal expansion (CTE) close to the PCB’s, reducing board-level warpage, and avoids the cost of a silicon interposer the SoC’s bandwidth does not need. In an iPoP stack, the memory package connects to the organic RDL interposer through an array of solder bumps. Underfill fills the gap around those bumps, adding stiffness and protecting the joints from mechanical stress. The Pro and Pro Max variants differ here, which we cover behind the paywall. The die shot and architecture tell us how Huawei allocated its silicon budget. The process tells us what SMIC can manufacture. We use the Helio G99 as the process reference for TSMC N6. Both SMIC N+3 and TSMC N6 are evolutions of previous 7 nm-class nodes. We used targeted TEM cross-sections through logic and memory regions, imaged in both fin-cut and gate-cut directions. Each cross-section caption gives its horizontal field width (HFW), the real width of the imaged area. We start at the transistor fins, then move up through standard cells, local interconnect, and SRAM. SMIC has not overtaken Intel or TSMC. It uses aggressive DUV scaling and DTCO to reach N6-class density, but that density doesn’t translate into comparable performance and efficiency, for two reasons: the node gap to leading-edge nodes, and Huawei’s core designs. Fin Profile One of the most important knobs in a FinFET process is the fin profile: the shape of an individual fin and the channel where current passes from source to drain. The ideal fin is tall, narrow, and nearly vertical. A taller fin increases effective channel width, while a narrower fin improves electrostatic control by thinning the body the gate must control. Push either too far, and the process pays for it: weaker drive current, fragile fins, taper, footing and line-edge variation that hit yield and device variability. The Intel 22 nm, 14 nm, and 10 nm fin cross-sections show how FinFET nodes have improved over time. 22 nm fins were a first-generation structure, relatively short, wide and strongly tapered. The shape limits current density and reduces gate control uniformity across the height of the fin. At 14 nm and 10 nm, Intel pushed the fins taller and narrower while also making the sidewalls more vertical. Rather than shrinking the device, these changes increase the effective channel width per fin and improve electrostatic control. The trade-off is that taller fins at tighter pitches are much more difficult to manufacture. Now, let’s compare the Helio G99 on TSMC N6 with the Kirin 9030 on SMIC N+3. Both processes are in the same class, with fin pitch of 30-32 nm on N+3 and 34 nm in our N6 cross-section. The pitch for N6 is especially interesting as N7’s HD library is generally listed with a 33 nm fin pitch, and N6 did not shrink pitches directly. Its density gains came from DTCO instead of tighter pitches. The 34 nm pitch was stable across our sampled region and serves more as a comparison against the SMIC N+3 we have not investigated further. Pinning down N+3’s fin patterning scheme takes more than one core unit. The CPU cores show a dense ~32 nm pitch, with the pitch between N-P fin pairs alternating between 78 and 88 nm. Logic alone may be consistent with dual-pitch mandrels of 120 and 110 nm, but this is a complex and unusual approach. Combining the pitch from the the 8T SRAM, which has more complex repeat unit, with the CPU core sequence allows us to reverse engineer the patterning steps with more confidence. As both the logic and SRAM should share the same base grid, a single CD mandrel lithography pattern with 128 nm pitch undergoing SAQP produces a die-wide ~32 nm grid (128 nm/4), which supports the pitch sequencing seen in both logic and SRAM cells. In the sampled cross-sections, N+3 shows a taller, narrower, higher-aspect-ratio fin than N6. The measured fin aspect ratio is ~9.5:1 on N+3 versus 7.8:1 on N6. N+3 also shows less top rounding, with an estimated radius of ~2 nm, compared with 2.8 nm on N6. Even though the fin widths differ, the ratio of top rounding to fin width tells the same story, with N+3 at 0.37 and N6 at 0.44. In a geometric sense, lower is better; a perfectly rectangular fin would have no top-rounding penalty. These are single-digit-nanometer features measured from a handful of cuts, so treat the absolute numbers as approximate. The important result is the relative gap: N+3’s fins are consistently taller, narrower and less rounded than N6’s. We’re diving deep into the most advanced datacenter and AI hardware hitting the market. To learn more about what’s in the pipeline or to commission a custom teardown, contact sales@semianalysis.com. Interested in joining us on this ride and think you can be a difference maker? Check out our Careers page. Standard Cell A standard cell is the basic building block of chip layout: a fixed-height row pairing one NMOS and one PMOS transistor that share a gate, tiled in a grid to build logic blocks. The key dimensions are contacted gate pitch (CGP), cell height (CH), fin count, and the lower-metal routing grid. To measure density, we use the Bohr metric: a weighted average of NAND2 gate area (60%) and scan flip-flop area (40%). This represents a realistic mix of combinational and sequential logic. This metric has its limitations, especially for complex cell layouts like TSMC’s FinFLEX, which alternates cells with different fin counts. Even so, it is the best metric for a pure process-level comparison. Another important measurement is the fin pitch; it refers to the distance between two fins of the same transistor. In a FinFET process, multiple fins are used in each transistor to increase the drive current and thus performance. TSMC N6 ships both a high-density (HD) library with 2 PMOS and 2 NMOS fins per cell, and a high-performance (HP) library with 3 of each. More fins under the shared gate mean more effective channel width. HP cells switch harder at the cost of area. Designers mix the two on a die, primarily spending HP cells on timing-critical paths, and matching their PPA targets. In the Cortex-A55 core of the Helio G99, we found a cell height of 240 nm for the HD cell. MediaTek has used HD cells in the G99 to minimize die size and thus cost. As an SoC for budget smartphones at ~$100, this is essential. By contrast, we found only one library in the Kirin 9030, with 2 NMOS and 2 PMOS fins. This suggests a narrower library strategy than TSMC N6, where both HD and HP libraries are widely used. This likely reflects the smaller customer base and the more constrained domestic design and electronic design automation (EDA) ecosystem. In all three CPU cores of the Kirin 9030, we found cell heights of 228 nm, 5% smaller than on N6. This is also a reduction of 9.5% over SMIC N+2’s cell height of 252 nm. SMIC N+3 and TSMC N6’s HD library both feature a CGP of 57 nm. For SMIC, this is a 9.5% shrink over N+2. In the past, CGP and cell height alone may have been enough to compare transistor density. Now, however, we must consider scaling boosters and DTCO as well. SMIC’s density gain does not come from EUV. It comes from using every available DTCO booster aggressively. First is fin depopulation: reducing the number of NMOS and PMOS fins in each cell. The first FinFET nodes started with 3 or 4 fins for each transistor. SMIC N+3 and TSMC N6 HD both use only 2 fins per transistor, trading drive strength for density. Next is contact over active gate (COAG). By landing the gate contact directly over the active gate, instead of out over the isolation region, the cell height drops. N+3 integrates COAG while N6 does not. Our N+3 gate-cut cross-sections indicate COAG, with the gate contact sitting over the active region, while N6 shows an off-gate contact. Last is single diffusion break (SDB). Diffusion breaks are inserted between cells in the same row to provide electrical isolation, but they also introduce local layout effects (LLE), layout-dependent shifts in electrical characteristics. In the past, a double diffusion break was used, consuming the space of two CGPs. SMIC N+3 and TSMC N6 instead use SDB, saving area but increasing LLE sensitivity. This must be controlled at the process level and accurately modeled in the process design kit (PDK) so that EDA tools can account for it. Overall, SMIC N+3 has a transistor density of 113.4 MTr/mm², slightly above TSMC N6 at 107.7 MTr/mm². Even without EUV, SMIC has achieved density beyond TSMC’s mature N6 node which utilizes EUV. Metal Stack The smallest critical dimension in the teardown is M0; SMIC N+3 uses a 32.5 nm local metal pitch. That is smaller than the 36 nm M0 pitch on Intel 18A in Panther Lake. However, this does not mean that SMIC has a better process than Intel 18A or TSMC N3P. M0 is a local intra-cell routing layer. Its usefulness depends on the full interconnect stack: M1 and M2 pitch, track count, via and line resistance, design rules, mask count, overlay control, and routing flexibility. The 32.5 nm M0 is consistent with self-aligned quadruple patterning (SAQP), whose four-population line-width loading we read coarsely as alternating widths of 21.5 to 24 nm; M1 and M2, at 38 and 40 nm, are consistent with self-aligned double patterning (SADP), a single A/B split. On TSMC N6, M0, M2, and M3 sit at a relaxed ~40 nm and are consistent with SADP-class double patterning, with no need for quadruple patterning. That said, we measure M2 for example at ~43 nm, likely inflated by sparse routing. We do not assign any specific layer to EUV from our cross-sections; the distinction we can draw is double versus quadruple patterning, not lithography wavelength. Transistor-level density in the front-end-of-line (FEOL) sets an upper bound, but the design is ultimately limited by what the interconnect stack can route. The lowest metals are the most important for standard-cell density, but the semi-global and global layers determine how usable that density is at the block and chip level. Two axes are commonly used for chip cross-sections: the fin-cut and the gate-cut. The micrograph above is a fin-cut and shows metals 0 through 3. This axis lets us see the even-numbered metals, with M0 right above the fins. There are two kinds of M0 lines. The first are the power rails; these are wide wires for the VDD and VSS running horizontally at the top and bottom edges of each standard cell. The wide wires measure 55 nm across, more than double the other M0 lines. Their width minimizes resistance and reduces IR drop. The second kind are intra-cell wires, short segments within the cell that connect terminals to M1. These have alternating widths between 21.5 and 24 nm. The M0 pitch is 32.5 nm, a 19% reduction versus N+2 and N6. At this pitch, DUV patterning requires more aggressive multi-patterning, increasing mask count, overlay sensitivity, process complexity and cost. M0 is below what a single DUV-defined spacer (SADP) can resolve, so SMIC cascades a second spacer step (SAQP). The cross-section reflects the cost: the M0 trenches are visibly more re-entrant (narrower at the bottom than the top) than M1 or M2 on the same chip and carry a bright barrier-rich foot where the trench meets the etch-stop layer. That shape is partly the intended damascene profile, as a slightly narrow bottom helps void-free copper fill, but its magnitude at M0 is driven by the tight pitch and the higher trench aspect ratio. Intel 18A supports an M0 pitch of 32 nm, although Panther Lake has only shipped with a looser 36 nm pitch. This is due to Intel’s heavy usage of HP libraries. Among leading-edge nodes, 18A has the loosest M0 pitches due to PowerVia. With power routing moving to the backside, congestion is reduced, and the entire front-side metal stack can be used for signal routing. M2 is the first true inter-cell routing layer. It runs horizontally like M0 but spans across multiple cells to carry block-level signals. The M2 pitch sets the cell’s track height – the number of M2 tracks that fit between the VDD and VSS rails, defining what the library calls a 6-track or 7.5-track cell. This layer is the most important, limiting the routing of entire blocks. SMIC N+3 features a 5.7-track cell. The M2 pitch is 40 nm, a 5% decrease over N+2 and the same as N6. This shrink keeps the pitch at the edge of what is possible with double patterning. Future nodes will need to increase the number of masks for M2 as reducing the number of tracks is much harder due to the limitations in routing. The micrograph above is in the perpendicular direction, the gate-cut, and shows metals 0 through 4. This allows us to see and measure the odd-numbered vertical metal layers. The M1 pitch is 38 nm, 9.5% less than N+2 and 33% less than N6. The M1-to-gate ratio matters because it sets local routing flexibility. N+2 and N+3 use a 3:2 ratio, while N6 uses a 1:1 ratio, explaining the huge differences in M1 pitch. The more M1 lines there are compared with the gates, the more flexibility there is for power and signal crossing within the cell. Routing flexibility enables more complex and better cells. Clean fractional ratios are also preferred as a grid is periodic and improves layouts. The 3:2 ratio gives SMIC more local routing flexibility than a strict 1:1 grid, but it also complicates layout and patterning. This is a DTCO choice, with SMIC increasing process complexity to recover density and routability without EUV. This 3:2 ratio is not very popular in the leading-edge nodes. TSMC has only used it on N7+, the N5 family, and the short-lived N3(B). They have switched back to a 1:1 ratio for N3E. Intel has only used it on the 10 nm/Intel 7 family, with Intel 4, 3 and 18A all using a 1:1 ratio. Samsung is the only one still using a 3:2 ratio at the leading edge, using it in the SF4 and SF3 families. It remains to be seen if SMIC will remain at a 3:2 ratio or move to a 1:1 ratio with its future nodes. The industry is still actively exploring these local-routing ratios. At VLSI 2026, imec will be presenting work on even higher ratios, including a 2:1 scheme that can reduce area by up to 14%. We will be covering the conference in a future newsletter article. Subscribe We’re diving deep into the most advanced datacenter and AI hardware hitting the market. To learn more about what’s in the pipeline or to commission a custom teardown, contact sales@semianalysis.com. Interested in joining us on this ride and think you can be a difference maker? Check out our Careers page. The final local interconnect layer for N+3 is M3, with a pitch of 44 nm. The M3 pitch is the same as on N+2 and 10% larger than on N6. The semi-global layers carry the majority of block-level signal routing. They have a coarser pitch than the lower local layers. On leading-edge nodes, they are designed to sit at the limit of DUV single patterning. M4 through M11 pitches were found divided between 80–82 nm (M4–M6), 128 nm (M7–M10), and 148 nm (M11). Given limited sampling, it is possible these are divided further in dense routing areas. At the top are two giant metal layers, M12 and M13. These have kept the same pitches as N+2 at 1920 nm and 4600 nm respectively. While the lower layers’ pitches are generally fixed by the process and library, the upper layers vary much more in pitch and count, depending on the design. Even two smartphone SoCs on the same process can have wildly different metal stacks. The Helio G99 carries fewer routing layers, reaching coarse metal pitches of 850 nm by M9, while the larger and higher-performance Kirin 9030 keeps fine pitches until M11. SRAM At the leading edge, SRAM is much more difficult to scale than logic. TSMC’s latest nodes have seen little to no bitcell scaling, while logic still has more DTCO levers to pull. While looking for other logic libraries in the GPU compute units, we stumbled upon the SRAM. The most common type of SRAM has 6 transistors (6T), but this cell had 8 transistors (8T) instead. 8T SRAM adds two transistors to form a dedicated read port. Unlike a 6T cell, where reading disturbs the storage, the decoupled read port removes read-disturb, improving read stability and letting the cell be pushed harder for performance. At first glance, the cut looked like an unusual logic library, with each cell row having 3 fins of one polarity and 5 fins of another. The rows also alternated in orientation. Energy-dispersive X-ray spectroscopy (EDS) resolved our confusion. The cut had not landed on the GPU logic, but on the SRAM macro beside it. The unusual fin pattern was due to the SRAM library. We return to EDS in the process flow analysis behind the paywall. SRAM libraries are not like traditional logic libraries. Due to the unequal number of PMOS and NMOS transistors, they require specialized rules and layout libraries. They do not need the flexibility of logic libraries, so they are hyper-optimized for one purpose: dense, reliable memory. The SRAM cell we found is a 1:2:2-2:2 cell. This means there is 1 fin per pull-up (PU) PMOS transistor, and 2 fins per pull-down (PD) and pass-gate (PG) NMOS transistor. These 2 PU, 2 PD and 2 PG transistors would usually form a single 6T high-current cell (HCC). An 8T HCC adds a read-pull-down (RPD) and a read-pass-gate (RPG) NMOS transistor, each with two fins. We measured a cell height of 406 nm, which brings the bitcell size to 0.0463 µm². That is a theoretical peak density of 21.6 Mib/mm². We estimate that a 6T HCC would have a cell height of 292 nm and a size of 0.0337 µm². This is ~12% larger than a 6T HCC on Intel 3 and 4. We also estimate the 6T high-density cell (HDC) to have a cell height of 228 nm and a size of 0.0260 µm². This is coincidentally the same as the logic standard-cell height measured earlier. The estimate puts the cell near Samsung 7LPP/5LPP and slightly below TSMC N7/N6. That is a theoretical peak density of 38.5 Mib/mm². 6T HDC is arguably the most important cell as it is used for the largest caches in a chip, the L3 caches and system-level cache (SLC). Both the Kirin 9020 and 9030 have split the SLC into 4 banks to raise total SLC bandwidth. In the Kirin 9030, the SLC increased from 2 MiB to 3 MiB per bank. Correspondingly, the number of arrays within the bank also increased by 50%, from 16 to 24. Each array can store 128 KiB and forms an orderly pattern on the die shot. From the Kirin 9020 to the Kirin 9030, the area of a 128 KiB SLC array decreased from 0.0477 mm² to 0.0392 mm², an 18% shrink. The achieved density is 25.5 Mib/mm², 66% of the theoretical maximum. While the SLC was quite similar across both chips, the L3 has seen some major changes, particularly in terms of its layout. The total capacity also went up from 10 MiB to 12 MiB. Much like the SLC, the L3 is also split into 4 banks. In the Kirin 9020, an L3 bank consisted of 16× 128 KiB arrays and 16× 32 KiB arrays. However, an L3 bank in the Kirin 9030 instead consists of 48× 64 KiB arrays. In the Kirin 9020 L3, a 128 KiB array was 0.0513 mm² and a 32 KiB array was 0.0154 mm². The size of the 128 KiB array is different on the L3 and SLC as the assist circuitry for the two arrays differs depending on their purpose. In the Kirin 9030 L3, a 64 KiB array is 0.0210 mm². Although not a like-for-like comparison, normalized for capacity, it is 18% smaller than the 9020’s 128 KiB L3 array and 31% smaller than its 32 KiB L3 array. The achieved density is slightly lower than the SLC, at 23.8 Mib/mm², 62% of the theoretical maximum. Unlike the L3 and SLC, the prime cores’ private L2 cache uses a 2-bank design. As the prime cores’ L2 is latency-critical, it likely uses 6T HCC instead of 6T HDC. The 9020 has 16 arrays in each bank while the 9030 has 32. Each array has a capacity of 32 KiB. A 32 KiB array in the L2 shrank from 0.0171 mm² to 0.0142 mm², ~17% smaller. The density is 17.6 Mib/mm², ~59% of the theoretical maximum for 6T HCC. SRAM scaled well from N+2 to N+3, shrinking by ~19%, close to the theoretical logic shrink. The caveat is that N+2’s bitcells were unusually large, bigger than comparable 7 nm-class nodes, so part of the gain is catch-up rather than true scaling. With the insights from STEEL’s teardowns, we will be doing a deep dive into SRAM in a future newsletter article. Subscribe Everything above came out of a single STEEL teardown: die annotation, block-level area analysis and TEM cross-sections through logic and SRAM. We’re diving deep into the most advanced datacenter and AI hardware hitting the market. To learn more about what’s in the pipeline or to commission a custom teardown, contact sales@semianalysis.com. Future Roadmap The same cross-sections that pin down N+3 also show where SMIC can go next. Although N+3 is already close to the practical limits of DUV multi-patterning in several layers, SMIC still has a few scaling levers left. A theoretical N+4 would likely start with cell height. N+3 uses 5 M0 tracks between its power rails. Moving to 4 M0 tracks, as on SMIC N+2 and TSMC N6, could reduce cell height by roughly 15%. The routing grid is only one side of the shrink; the front end also must fit into the smaller cell. One possible FEOL lever is reducing the p-to-n isolation spacing from two diffusion grid units to one. Intel used this scaling booster on Intel 4, and TSMC did so on its N3 family. This path trades layout flexibility for density. Fewer M0 tracks reduce local routing resources, while tighter p-to-n spacing raises integration and design-rule difficulty. M2 is also constrained by the cell height shrink. For SMIC to maintain a ~5.7-track cell, M2 would need to move toward ~35 nm. That would move another layer into SAQP territory. SMIC could also reduce the CGP from 57 nm to 54 nm. Intel reached a similar CGP on Intel 10 nm/Intel 7 without EUV. The local interconnect is also tougher. If SMIC keeps the 3:2 M1-to-gate ratio, M1 would need to shrink to 36 nm and would likely require SAQP as well. If SMIC moves to a 1:1 ratio, M1 could relax to 54 nm, but it would give up routing flexibility. Under this theoretical path, we estimate that SMIC N+4 could reach a cell height of 198 nm and a CGP of 54 nm, implying a Bohr density of 137.8 MTr/mm², on par with TSMC N5 or Samsung SF4. However, the difficulty is cumulative. Each step is individually plausible, but together they make N+4 harder than the transition from N+2 to N+3. It will likely take longer, cost more, and carry less process margin. A theoretical N+5 would require a larger integration shift. One possible path is backside contacts (BSCon), moving power routing and source/drain contacts to the backside, which would reduce front-side routing pressure and enable another reduction in cell height. The front-side metal pitches could relax to reduce the process complexity. M0 would likely relax slightly to ~34 nm, and M2 and M4 pitches could relax further. CGP is unlikely to shrink much further. Even with EUV, 48 nm has been the practical limit for yield and process control. This approach would allow N+5’s cell height to fall to 170 nm and its CGP to 53 nm. This implies a Bohr density of 163.6 MTr/mm², on par with Intel 18A’s HP library. However, this would not make N+5 cost-competitive with the leading edge. It would reach a similar density through a much more expensive route. The integration difficulty rises sharply, with new process flows for backside alignment, wafer thinning, contact reveal, and backside metallization. Past this point, standard density and interconnect scaling become increasingly unattractive. That is where Huawei’s roadmap stops looking like a normal foundry roadmap and starts looking like a packaging roadmap. At ISCAS 2026, Huawei unveiled its tau (τ) scaling law, reframing process scaling in the time domain. τ is the time cost of data movement and processing: switching delays in transistors, RC signal propagation delays in circuits, compute, memory, and networking latency. Outside Huawei’s terminology, this is called system-technology co-optimization. This is Huawei’s answer to its lack of EUV lithography. Without EUV, planar density cannot keep pace with TSMC, Intel, or Samsung. If transistor density cannot shrink further, Huawei’s alternative is to shorten wires, reduce buffering, and stack logic vertically. “LogicFolding”, Huawei’s implementation of this new scaling idea, is, in practice, an aggressive 3D stacking approach. AMD V-Cache places SRAM above or below a CPU die. AMD’s MI350X places active interposer dies (AIDs) underneath accelerator and compute dies (XCDs), with the AIDs handling cache, IO interfaces, the network-on-chip (NoC) and embedded metal-insulator-metal (MIM) capacitors. With LogicFolding, parts of the same logic block are split across multiple active dies bonded face-to-face at ultra-fine pitch. This allows Huawei to shorten some critical paths and reduce buffer overhead, not merely add cache capacity or offload the IO and interconnect. Shortening wires is where the higher clocks come from. A large share of a modern core’s delay and energy budget goes into driving long interconnects and the repeater buffers along them. LogicFolding distributes a block’s critical-path gates across multiple stacked tiers bonded at a very fine pitch, so the bond interface behaves like an additional metal layer and the longest paths get shorter. That is how Huawei expects to recover frequency and efficiency it cannot get from the process alone. Huawei’s roadmap shows its intent. Prime core frequency is targeted to rise from 2.75 GHz in the Kirin 9030 to roughly 5 GHz by 2031, far beyond what planar scaling alone could deliver. Prime cores with 3.1 and 3.39 GHz clocks are being tested in its labs, although their power consumption is unknown. Beyond that, chips are in the design, simulation or pathfinding phase, meaning the frequencies are targets. However, the direction matters more: LogicFolding also helps with performance, not just density. The catch is that Huawei’s density claim is not directly comparable to foundry densities. A stacked design can report more transistors per package footprint by adding active layers, even if each patterned die remains well behind TSMC or Intel in front-end density. This is how Huawei can claim to reach foundry 14A-equivalent density by 2031. This is not a like-for-like foundry comparison, with Huawei using stacked logic and measuring density per package footprint. On a normalized Bohr-density basis, SMIC N+3 is ~114 MTr/mm², 38% less than Intel 18A’s HD library. Huawei’s 3D roadmap closes the gap by stacking active logic, reaching 215 MTr/mm² by 2030. In 2031, the roadmap density jumps to 295 MTr/mm², implying either a third active layer, partial EUV insertion or aggressive planar DUV scaling. Huawei’s methodology makes other foundries look much denser as well. Applying it to AMD’s MI450X with an N2 top die on an N3P base die yields a theoretical density of 460.2 MTr/mm² in 2026, compared with Huawei’s 295 MTr/mm² in 2031. This Kirin 9030 does not use LogicFolding, remaining in a conventional mobile SoC package. Instead, it forms the baseline for how far Huawei and SMIC can push planar scaling. Future teardowns of Kirin and Ascend chips will show both planar logic density and Huawei’s hybrid bonding solutions. Export controls changed China’s optimization problem rather than ending it. EUV restrictions raised the cost and complexity of leading-edge manufacturing without freezing it. SMIC reaches N6-class logic density through DUV immersion, SAQP and DTCO, while Huawei shifts more of the burden onto architecture, packaging and system-level integration. Future nodes will be tougher. N+3 still had room to tighten local metals and reduce cell height and CGP. Further scaling without EUV leaves fewer levers. More aggressive multi-patterning adds masks and overlay error. SMIC can keep pushing DUV, but each step will get more expensive and less forgiving. The design side is just as critical. Huawei had domestic EDA tools and flows before the Kirin 9030, with the Kirin 9000s, 9010 and 9020 making that clear. Huawei was able to ship multiple consumer SoCs on SMIC N+2 and N+3 while cut off from the Western EDA stack. US export controls restricted EDA tools for advanced chips in 2022 but did not target tools for more mature chips. In 2025, the US government briefly placed much broader restrictions on EDA software from Synopsys, Cadence, and others, before lifting them less than two months later as part of a trade deal tied to rare earths. Huawei has been unable to access those tools because it remains on a US trade blacklist. That forced Huawei, SMIC and Chinese academic institutions to build their own tools and flows. Researchers at Peking University recently announced a prototype EDA tool for Huawei’s LogicFolding architecture, which requires a new flow to handle the multilayer layout and floorplan. This is not the same as replacing the full Synopsys or Cadence stack, but it shows where domestic EDA is headed: toward tighter co-optimization between architecture, process and packaging. These advances are also diffusing into the Chinese ecosystem. SMIC is licensing its N+2 and N+3 processes to HLMC/Hua Hong at the government’s direction rather than by choice. If the same process learning feeds into Ascend accelerators for AI training and inference, the choke point shifts from one named fab to an ecosystem. Alibaba’s T-Head silicon arm and Cambricon, a Chinese AI chip designer that is expected to supply ByteDance, could also be major beneficiaries. Sanctions aimed at SMIC alone become less effective once the manufacturing knowledge has spread to other fabs and design houses. China is not closing the gap with Intel, Samsung and TSMC. The teardown shows the opposite in several places: no EUV, no backside power, higher process complexity, and visible trade-offs. But China is still advancing. If domestic chips become good enough for phones, inference, networking and security-sensitive workloads, they can matter strategically without matching TSMC at the leading edge. Behind the paywall, we show what else STEEL can do, with material and process flow analysis of SMIC N+3, and analysis of the Kirin 9030 package. We’re diving deep into the most advanced datacenter and AI hardware hitting the market. To learn more about what’s in the pipeline, access the full Kirin 9030 and SMIC N+3 analysis or to commission a custom teardown, contact sales@semianalysis.com.
Commission to examine how precision approaches improve healthcare effectiveness, cost-efficiency, equity, and scalability worldwide.
Prof. Michèle Ramsay at the Sydney Brenner Institute for Molecular Bioscience is one of four co-chairs of the Lancet Commission on Precision Health.
Interpretable AI in materials discovery: Uncovering how models make predictions
A method to interpret artificial intelligence (AI) models used in materials discovery by analyzing their learned features has been developed by researchers from Japan. The method extracts key features from an AI model trained on atomic structural data and optical absorption spectra, and then groups materials with similar structural and spectral characteristics. This approach can be extended to reveal how atomic arrangements influence other material properties, paving the way for more efficient materials design.
Things to do in Lancaster: explore and experiment at the Lancaster Science Factory
The Lancaster Science Factory, a nonprofit science center, continues to spark curiosity and creativity among children and families with its dynamic, hands-on approach to learning. Featuring more than 80 interactive
Tomb Raider's new star reveals her 'classic' and 'unapologetic' approach to Lara Croft
Alex Wilton Regan wants to bring out Lara Croft's confident side again
Emboldened Senate Democrats block even bipartisan bills in hardball approach to counter Trump
The decision by Senate Democrats to let a key surveillance authority lapse comes as they’re increasingly emboldened in their legislative fights against President Donald Trump
Real Madrid legend could make emotional return in new capacity
Luka Modric’s remarkable playing career could be approaching its final chapter, but his connection with Real Madrid may be far from over.The Croatian midfielder spent 13 trophy-laden years in Madrid...
20 Nations Strengthen Regional Crisis Response at Indo-Pacific Health Security Summit in Malaysia
Military, civilian, and non-governmental leaders from 20 countries gathered in Kuala Lumpur, Malaysia, June 7–8, 2026, for the 3rd Summit of the Indo-Pacific Health Alliance for Security (IPhas). Hosted by the Malaysian Armed Forces ahead of the Global Health Security Conference (GHSC), the summit strengthened regional collaboration and advanced shared approaches to health security under the theme, “Civil-Military Collaboration for Whole-of-Society Resilience.”
FromSoftware Shareholders Push for More Sequels, But President Wants to Create "Valuable Games"
FromSoftware president is standing by his approach, despite pressure from shareholders for more sequels to the studio’s most popular games.
Protecting health after earthquakes: learning from a community-centred approach in Türkiye
In the hours and days after an earthquake, communities face devastating loss, displacement and profound disruption of daily life. In the weeks and months that follow, new health risks can quickly emerge that compound the immediate impacts. These continue to evolve over time.
Early Prime Day Apple deals start at just $14.99, save up to $300
With Prime Day 2026 fast approaching, Apple deals are heating up, and some of the lowest prices on record are available on new releases.
Parker Solar Probe Makes 28th Close Pass of Sun
NASA's Parker Solar Probe completed its 28th close approach to the Sun on June 8, again matching its record distance of 3.8 million miles from the solar
Who evaluates the evaluators? The data science behind agent evals
Learn how Copilot Studio approaches AI agent evaluation with generated data, grader validation, and scalable testing that improve agent quality.
Walmart growth chief says AI is rewriting ad strategy
Ads have already overrun conventional search results, but Walmart's head of growth is taking a slower, more strategic approach to ads in AI commerce.
A Newer Approach to Editing Embryos Ignites Debate
Fertility specialists, biotech companies and ethicists are divided over whether progress in early gene editing would wipe out diseases or trigger a rush toward enhancement.
Transfer market approach and Elland Road redevelopment
Raj asked: Where do you think Leeds will strengthen this summer, and who do you think will be sold to assist financial regulations? Adam: I think there will be an attempt to retain the key talent, which has started with captain Ethan Ampadu's new four-year deal. Also, from the recent discussion with chairman Paraag Marathe, there seems a real positivity that manager Daniel Farke will be staying beyond the existing year of his contract.
What the Ebola crisis tells us about Trump's 'America First' approach to global health
"I've watched USAID help hold the line against epidemics," writes Monik Bhatta. "Gutting it was premature — and DRC's Ebola crisis is the proof."
'A great opportunity': $10 million is transforming how Triad EMS agencies approach healthcare
The 'NC Rural Health Transformation Program' aims to expand access to mental health and substance use disorder treatment services for communities across NC.
Maryland Football 2026 Spring Catch-Up, Horseshoe Crab Sandwich
Route 1 is both my approach to this article AND a major thoroughfare in College Park, Maryland! A long, long time ago, I promised that, in lieu of starting B1G 2026—The Last One Ever?(!)—until, give or take, the Fourth of July, we would be doing drop-in updates on the various teams of the Big Ten: […]
The next victim of the Supreme Court’s voting rights decision will be workers
The Trump administration wants to extend Justice Sam Alito’s approach to race to everything.
Dillard family’s ‘long game’ approach pays off in retail business
Little Rock-based Dillard's Inc., the operator of 272 department stores in 30 states, began in 1938 when founder William Thomas Dillard borrowed $8,000 from his father to open a small store in Nashville in Howard County.
Volvo Eyes $3 Billion Autonomous Truck Business in Five Years
Volvo AB expects revenue from autonomous transportation to approach $3 billion within five years after starting driverless operations on US highways in a few months.
Understanding the exposome
The world around us influences our health in countless ways. New tools and approaches are helping scientists measure our environmental exposures—both good and bad—on a large scale in the hopes of improving prevention and treatment strategies.
Exclusive: Vance welcomes Pope Leo's input amid Trump's feud with pontiff
Vice President JD Vance took a conciliatory approach to the Vatican in a USA TODAY interview after Trump sparred with Pope Leo over Iran.
World Pork Expo discussions driven by swine disease and herd health
Swine disease pressure and herd health were major topics during last week’s World Pork Expo in Des Moines. CBS Bio Platforms vice president of innovation and commercialization Rob Patterson says the threats aren’t universal. “Every producer has their own challenge, their own way of doing business.” He tells Brownfield their technology and innovative approach is […]
Two NAU environmental science and policy master’s students receive national conservation scholarships
Northern Arizona University’s School of Earth and Sustainability and the Wyss Foundation have named environmental science and policy graduate students Taylor Hartness and Tia Hatton as 2026-2027 Wyss Conservation Scholars. The prestigious program supports innovative graduate-level education to advance a new generation of leaders in U.S. land conservation. Scholars are chosen for their commitment to conservation and their leadership qualities. They are pursuing interdisciplinary graduate studies to develop effective new approaches to today’s most…
Starting a business together almost hurt our marriage
Mojo and Zainab Joyo say running a chai café together blurred the lines between marriage and business — until they changed their approach.
Science-based approach to aspiration thrombectomy could help physicians achieve more optimised and effective procedures
This advertorial is sponsored by Penumbra. The proliferation of new thrombectomy devices coupled with a deepened understanding of these procedures has led to strategies like ADAPT (a direct aspiration first-pass technique) becoming one of the hottest topics in the neurointerventional space. With this in mind, Alex Solich (Karolinska University Hospital, Stockholm, Sweden) sat down with […]
Dietary Approaches to Support Brain Health in Aging webinar set for June 25
The Texas A&M AgriLife Extension Service and OneOp will host the webinar, "Dietary Approaches to Support Brain Health in Aging," on June 25.
The $4 billion coffee pod business faces its biggest threat yet
Billions of coffee pods are sold every year. Coffee giant Lavazza is betting that consumers are finally ready for a different approach.
Beyond memory: FSU expert takes whole-body approach for Alzheimer's and Brain Awareness Month
June marks Alzheimer’s and Brain Awareness Month, an opportunity to foster public understanding for the most proactive brain health habits. A Florida
Beyond memory: FSU expert takes whole-body approach for Alzheimer's and Brain Awareness Month
June marks Alzheimer’s and Brain Awareness Month, an opportunity to foster public understanding for the most proactive brain health habits. A Florida
You could get some of the benefits of sleep without having to nod off
Mice seemed to reap some of the benefits of sleep by having their brain activity stimulated while they were awake, and the researchers plan to test the approach on people
As America 250 approaches, fewer Americans see their country as exceptional, AP-NORC poll finds
A new AP-NORC poll finds that as the U.S. prepares for an extravagant celebration of its founding principles, fewer Americans see their country or its system of government as exceptional
Xbox has clarified its approach to console exclusive games, after last night's PS5 snub for Gears of War: E-Day and Clockwork Revolution caught many off guard
Xbox's big multiplayer and live service games will continue to be multiplatform, Matt Booty has said.
'Affordability politics' are dominating NY's gubernatorial race. How are Blakeman and Hochul approaching it?
Both candidates are providing different fixes to the issue.
Nike’s Reset Under Elliott Hill Tests Core Sports And Investor Patience
Nike (NYSE:NKE) has launched an operational and brand reset under returning CEO Elliott Hill. New companywide programs, including "Win Now" and "Sport Offense," aim to refocus on core sports categories and refresh Nike's market approach. The reset includes renewed attention to wholesale partners, core product franchises, and updated marketing to athletes and everyday consumers. Nike, trading at $42.98, is undertaking this reset after a long period of weak share price performance, including...
ProBiotix Health targets long-term women’s health beyond menopause symptom support
Women’s health research is growing, and scientists are learning that supporting consumers through menopause means going beyond addressing symptoms. Cellan Davies, head of marketing at ProBiotix Health, tells Nutrition Insight which menopause-support ingredients and formulation approaches are gaining the most traction within women’s health.
‘What if all cockroaches came together?’ The youth movement threatening to shake up India’s politics
Cockroach Janta party began as online joke but is growing into one of the most unexpected challenges to country’s rightwing government
DTLA residents and businesses say surge in graffiti is hurting city's image
With the World Cup, Super Bowl and Olympics approaching, some people who work and live in downtown Los Angeles say graffiti has become so widespread that they fear it's damaging the city's image as it prepares to host millions of visitors.
Inside SHA’s Revolutionary New Women’s Health Retreat
We visit SHA's clinic in Spain to experience its new female-focused pack, where hormones and longevity are approached as one interconnected system.
Photos: How public health officials track Colorado’s tick populations
2026 is a bad tick year. Colorado is taking a more hands-on approach to studying them.
Control: Resonant Creative Director on the Sequel Shifting to an Action RPG
We got more insight into Control Resonant at IGN Live, as Creative Director Mikael Kasurinen showed off some of the game while explaining the approach to the sequel to 2019's Control.
Final Fantasy 7 Revelation Tweaks Mini-Games But Square Enix Says It Would Never Reduce Them
Square Enix has confirmed it tweaked its approach to mini-games for Final Fantasy 7 Revelation, but there are some things it won't change "no matter how much feedback we receive."
Picking an Experimentation Platform: A Retrospective
My approach to guiding the choice between Eppo and Statsig, and the lessons learned
Top Trump artificial intelligence adviser to leave the White House
Sriram Krishnan, who has been central to the administration’s AI efforts, will probably continue to play an active role in its approach to the technology.
Cockroach Janta Party rallies at New Delhi for youth protests
Protesters call for Education Minister's resignation after exam scandals, symbolizing a lost faith in India's system.
Vulnerable Republicans increasingly willing to defy Trump’s agenda as midterms approach
President Donald Trump remains the clear leader of the Republican party. Yet his grip is weakening among Republicans on Capitol Hill who’ve grown frustrated by what they view as increasingly brazen decisions in his second term.
Multiple sources, joint analysis: pooling public health data for stronger public health intelligence across the Western Pacific
WHO Western Pacific countries and areas endorse a new policy brief on multi-source surveillance. A new World Health Organization (WHO) policy brief outlines a transformative approach to public health intelligence that connects data across a range of systems, sectors and disciplines. By creating a single, actionable picture of health threats based on multiple sources, such an approach aims to fill critical data gaps and aid countries in decision-making. WHO Member States across the Western Pacific endorsed the policy brief, Multi-source Surveillance to Support Public Health Action and Decision-making, at the WHO-led Asia Pacific Health Security Action Framework (APSHAF) Stakeholders Meeting held on 11 June 2026 in Malaysia.
Supporters of the Cockroach People’s Party hold protest in New Delhi
CJP organisers rally supporters to demand the resignation of Education Minister Dharmendra Pradhan.
Here’s the cockroach of credit myths that just refuses to die
Some credit card holders still think you need to carry a balance and pay interest on it to build or maintain an excellent credit score.
Mock political party for India's young 'cockroaches' set to hold first protest in New Delhi
The Cockroach Janata Party, a social media movement in India, faces a major test as its founder leads a demonstration in New Delhi
Mock political party for India's young 'cockroaches' set to hold first protest in New Delhi
NEW DELHI (AP) — The Cockroach Janata Party, a social media movement that began as an online joke and amassed millions of followers across India, will face its biggest test yet Saturday with its founder expected to lead a demonstration in New Delhi.
FIFA World Cup 2026 brings economic boost to Richmond businesses
As the FIFA World Cup 2026 approaches, Richmond business owners are preparing for what could be one of the busiest stretches of the summer.
UT professor spent years researching grass science ahead of 2026 FIFA World Cup
Doctor John Sorochan with the University of Tennessee has spent decades researching grass science. More than eight years ago, he was approached by the World Cup organization to help with
Sheinbaum’s Cool-Headed Tone Takes Fiery Turn Against US Meddling
President Claudia Sheinbaum, who won praise for her cool-headed approach to dealing with Donald Trump, is adopting a more aggressive tone against what she describes as US attempts to interfere in Mexican domestic politics.
Liverpool’s New Era Could Spark a Brutal Summer Clearout
Liverpool Squad Overhaul Looms as Iraola Era NearsLiverpool are approaching one of those summers where a football club has to decide what it still believes in. The badge remains the same, the stadium ...
A doctor and neurologist's staple routines for longevity: 'To protect the brain, you have to protect the rest of the body'
Keeping your brain healthy requires a holistic approach, says neurologist and longevity expert Dr. David Dodick. Here are his practices for optimal health.
The Frustrating Fight to Control AIDS
When I first approached the administration of the Fenway Community Health Center in June, 1980 to set up a research program, I was surprised that I was rebu ...
House passes bill to provide more Ukraine aid and impose new sanctions on Russia
The 226-195 vote is a sign of impatience with President Donald Trump's approach to the war and represents the House's second major foreign policy break with Trump this week.
Building a One Health workforce to protect people from zoonotic disease and foodborne illness
From zoonotic pathogens that move between animals, humans and their shared environment to antimicrobial resistance (AMR), driven by antimicrobial use across sectors, to chemical contaminants, food safety is at the centre of the One Health approach. On World Food Safety Day, we highlight those using the approach to address risks to human, animal and environmental health. WHO, together with partners, is committed to strengthening the One Health workforce, including professions such as veterinarians, epidemiologists and food safety officers. However, the approach is only as strong as the systems behind it and the people who implement it – across sectors, services and borders.
KC window washer cleans small business windows for free, helps owners go viral on social media
Davis Roethler, the owner of Window Wolf, has been approaching small businesses in the Kansas City area, offering to clean their windows for free and then interviewing the owners on camera.
Building Trust in Health Science by Leading with Communities
Amy Gyau-Moyer and Elisabeth Solomon discuss how a NAM action collaborative is co-developing community-driven approaches to improve trust in health science.
Daylen Lile needs to stop swinging at everything
Daylen Lile’s approach has regressed and it has made the Washington Nationals outfielder more ordinary at the plate
Rabies Makes Its Return to Wyoming - Wyoming Department of Health
As summer approaches and temperatures rise, the Wyoming Department of Health (WDH) is warning residents about wild animals that may carry rabies. The most common carriers of rabies in our state are bats and skunks, but any mammal can be infected with rabies, including humans. The first confirmed case of rabies for 2026 occurred […]
Phil Ehr vows lawsuit as Broward SOE throws water on Hector Mujica's party switch explanation
Democratic organizations are taking a hands-off approach to a party eligibility dispute that could knock Mujica off the CD 28 Primary ballot.
Brennan seeks to 'correct matters' over 12-week ban
The solicitor of Dublin senior football manager Ger Brennan says his client has concerns "a consistent and equitable approach is unfortunately not being applied to every team, player and manager" following his well-documented ban and wishes to "correct certain matters now brought into the public domain".
Keto diet shows real promise for anorexia recovery
Restricting carbohydrates may sound like an unlikely approach to treating anorexia, but following a ketogenic diet was linked to recovery in 3 in 4 people with the eating disorder in a small trial
From spider silk to science: a new way to access hidden fungal diversity
A new study from Thailand demonstrates that the debris-heavy webs of orb-weaving spiders can serve as natural, non-destructive tools for collecting and culturing viable environmental fungi. Through the isolation of living organisms, this innovative approach has already uncovered potentially new, undocumented fungal diversity within tropical rice fields.