Atul Sharan

Another great article by Timothy Morgan at #NextPlatform "Because of the memory-compute imbalance, customers are spending a fortune on a device that cannot come close to its peak performance because of bandwidth and capacity bottlenecks in the HBM memory. We either need HBM4E memory early, or as we wrote about back in March this year when covering the simultaneous bi-directional NuLink PHYs from #Eliyan, we need a way to hook a lot more HBM3E memory to the current devices."

34

1 Comment

I have finally delved into this year's "100 Silicon Startups Worth Watching in 2024," recently published by EE Times | Electronic Engineering Times. One insight from Peter Clarke in his preface is the interesting shift in the geographical distribution of these top 100 companies. While there's a slight decline in California and North American representation (is it real?), the most striking changes are the sharp decrease in Chinese companies and the meaningful rise in European entries. Peter attributes the Chinese decline to trade tensions: "#China continues to have high levels of startup activity, but its reduced presence on the Silicon 100 reflects the trade tensions between the U.S. and China. That friction has intensified in recent years and has hit a number of Chinese startups that may have had international aspirations but have been denied access to leading-edge silicon out of foundry TSMC." #Europe, on the other hand, has seen an increase from 23 to 29 startups, with the U.K. leading the charge: "The U.K. has 12 startups on the current list, up from nine startups in version 23. The U.K., with longstanding entrepreneurial bases in Cambridge, Oxford, Bristol, and Edinburgh, has enjoyed strong representation for many years." In my view, this growth is a testament to #Europe's robust academic system, coupled with government support, investments, and incubators like Silicon Catalyst.UK. Israel continues to excel: "Israel has always punched way above its weight by population and continues to do so," with its representation growing slightly from 7 to 8 this year, including NeuReality*, POLYN Technology, NeoLogic*, Speedata.io, Pliops, Chain Reaction Ltd.*, Hailo, .Quantum Machines . (*=new additions to the 2024 list). This list provides a good overview of this dynamic and evolving industry, blending both emerging and more established technologies. It's a must-read for anyone interested in the future of #semiconductor #innovation. For the full list: https://lnkd.in/dgfrNUWX

50

6 Comments

During yesterday's LibreQoS APNIC webinar, I posed the question: won't more bandwidth solve these problems? As Herbert Wolverson said, yes, more bandwidth is good, but, still these problems remain if queueing is done incorrectly. Here's my take on why bandwidth alone is not as good as bandwidth + good queueing policies: Generally it was believed that 'data is important, so don't throw it away; hang on to it and send it later'. In practice, this has proven to be suboptimal as two issues may emerge: 1) latency increases for some flows due to heavy demand from other flows using the same bottleneck link, 2) even a single flow can have excessive latency due to aspects of typical TCP behavior (referred to bufferbloat) when the buffers grew large enough that the data being buffered was retransmitted anyway. It turns out that not all data is equally important. Active Queue Management is the art of deciding priorities, both in deciding what data to throw away, but also in allowing some later arriving data to be transmitted ahead of data in another connection that arrived before it. These problems have been studied, and good solutions have been found by using certain queueing policies in routers and switches, referred to as “fq_codel’ and “cake”. These track the different flows not by classifying the data, but by watching the behavior. Flows that send relatively little data (DNS lookups), or at a measured pace (video chat) have priority over flows that send a lot of data as quickly as possible (App and System updates, Video and ISO downloads).

10

5 Comments

AI and Med Tech in Focus   AI System Developed to Identify Pathology in Tissues Engineers at Washington State University have developed an AI tool that uses images of human and animal tissue to detect abnormalities faster and more accurately than people. The AI algorithm was trained using images from past studies that involved kidney, testes, ovarian, prostate, breast and lymph node abnormalities. The new model detected disease in minutes—current processes take humans several hours and require specialized teams to check each other’s work. It was also found to be more accurate, sometimes detecting instances that humans had missed. The engineers designed the system to handle the processing load of the high-resolution gigapixel images by breaking them down into smaller tiles but still retaining the overall context of the tissue sample—akin to the zoom feature on a microscope or phone camera. Aside from getting diagnostic results more accurately and quickly, the new system also shows promise in epigenetics (the study of molecular processes that change gene behavior without changing underlying DNA). Epigenetic researchers can perform analyses and get results that used to take a year or more in just a couple of weeks. VC Investors are always adjusting their "Play Book" with a variety of options for investing. Mikal Ventures is one of those alternatives, offering curated solutions to real world problems. Reach out if you have questions on how we can be of assistance and bookmark https://mikalventures.com/ for additional insights and information.

1

Video from our KBW Panel on future of DEXs just came out - if you want to learn more about what needs to be built for DEXs to compete with CEXs - check it out! https://lnkd.in/gxGrA_rQ

5

And the right course it is!

7

At Two Bear Capital our definition of value-add, lead, early-stage investing is to form a true partnership with the founders we back. We believe that only a small fraction of our return potential comes from us “picking right” when we make our first investment into a company – the vast majority comes from how effectively we can actively help our brilliant founders over the ensuing 3-7 years in achieving the passionate, ambitious, and positive-impact goals that drive them.

22

1 Comment

Last week’s DAC showcased exciting announcements from startups that are revolutionizing semiconductor design however these rising stars overshadowed a major update from an industry stalwart - Alphawave Semi - whose news is poised to accelerate the proliferation of chiplets and give rise to a “chiplet marketplace”. Alphawave Semi announced a breakthrough with the tapeout of the industry's first off-the-shelf, multi-protocol I/O connectivity chiplet. This technology can seamlessly integrate into larger SoCs or multi-chip modules, giving designers increased flexibility and more connectivity options for different applications. Reflecting on the Chiplet Summit this past spring, I remember listening to Tony Chan Carusone, Alphawave’s CTO, as he passionately described the significance of chiplets and how Alphawave will foster a more open and democratic design ecosystem. Now, just one quarter later, his team has launched a technology that brings this vision much closer to becoming a reality. Adding to their momentum, Alphawave also announced an expanded partnership with Samsung Foundry to advance the industry's progression toward cutting-edge semiconductor nodes, crucial for the evolution of advanced compute. Samsung’s roadmap in sub-4nm technologies includes FinFET and Gate-All-Around, which are designed to maximize performance in the post-Moore era. Initially targeted for data centers and HPC, these innovations may trickle down to low-cost, AI-enabled edge devices, putting the transformative power of AI into the hands of billions of people worldwide. This news follows Alphawave’s early June announcement of their new partnership with Arm, aimed at unlocking the potential of processors. Alphawave will give Arm access to their robust portfolio of connectivity solutions and silicon IP, which Arm will integrate into their proven portfolio of compute cores. At a time when AI technology is accelerating at breakneck speed, many companies are searching for ways to boost compute performance and address the challenge of moving data between compute and memory more efficiently. While multiple startups offer unique solutions, many customers want battle-tested technology to avoid the risk of investing in solutions that may become obsolete by the time they reach tapeout. Alphawave has developed vital solutions and in doing so, has increased design flexibility, built bridges to new process technologies, and shortened the path to market. “Connectors” are often the catalysts of innovation and Alphwave’s is a testament to that word. I’m encouraged by what I’ve seen from Alphawave and strongly believe they stand at the forefront of an emerging chiplet marketplace. More broadly, I believe their technology serves to democratize design technology and will give emerging companies more options to bring their brilliant ideas to life. #semiconductorindustry #ai #chiplets

112

Interesting takeover bid to take ASMPT private by KKR. There is a lot of movement and potential consolidation in the advance packaging space, that’s growing fast, driven by AI applications. In particular hybrid bonding is of interest due to its use in 3D packaging and upcoming implementation for high bandwidth memory (HBM) stacks that are integrated with logic chips for AI processing. ASMPT has a strong packaging experience and a hybrid bonder with pretreatment modules from EVG on the market. An interesting twist is ASM International’s 25% stake in ASMPT, which has been an activist shareholder target in the past. Activists suggested in the past that there were no synergies between the companies and the stake should be divested for shareholders’ benefit. However, things change and I would argue that there are very strong synergies with ASMI’s deposition technology as ALD and new materials are introduced for advance packaging. Will be interesting to see how this plays out. #ALD, #ASMPT, #ASMI

15

3 Comments

Interesting and innovative company. Proud to be an investor…

4

Jim Keller, former Intel, AMD, and Tesla engineer, aims to challenge Nvidia's dominance in AI with Tenstorrent's energy-efficient chip design. Tenstorrent's upcoming second-generation AI chip promises superior energy and cost efficiency, presenting a viable alternative to Nvidia's offerings. The innovative design of Tenstorrent's chip features independent decision-making cores, potentially reshaping AI chip technology across diverse applications. #AI #Nvidia #semiconductor #semiconductors #chip #technology #innovation #research #computing Tenstorrent NVIDIA https://lnkd.in/g6a3vAu4

31

San Diego investor event: Aquillius Medical Devices & Diagnostics Symposium, taking place on Wednesday, May 15th, from 12:30 PM to 7:00 PM. This exclusive event brings together leading industry experts, groundbreaking startups, and prominent investors like yourself. Here's what you can expect: Expert Insights: Gain valuable knowledge from renowned speakers on topics critical to medtech success, including design for manufacturing, intellectual property protection, regulatory navigation, and fostering successful startups. Early Access to Innovation: Witness the future of healthcare firsthand as promising Aquillius incubees showcase their innovative medical device and diagnostic solutions during a dedicated startup showcase. Networking Opportunities: Connect and build relationships with other investors, entrepreneurs, and industry leaders shaping the medical technology landscape. This is a unique opportunity to: Identify promising investment opportunities in the medtech sector. Gain valuable insights from leading experts. Network with a community of like-minded investors and industry professionals. Space is limited, so RSVP today! Medical Devices Symposium (Investor Registration) Tickets, Wed, May 15, 2024 at 12:30 PM | https://lnkd.in/gjWDU9pz

4

Friends, Q2 was a quarter of progress and learning for us at HawkTower, where we invest in early-stage startups applying breakthrough computing technologies to maximize California's natural resource markets. Our focus is on technology-enabled interventions (e.g., AI-enabled geospatial radars for lithium-ion batteries in the waste stream) for critical, market-level imperatives (e.g., disaster prevention) that can drive rapid commercial adoption (e.g., placed on every recycling truck in the world). Our current investment priorities are: - Agricultural productivity and efficiency - Biomanufacturing - Labor and mobility automation - Waste stream optimization and decarbonization - Disaster prevention and management Here’s a snapshot of what we’ve been up to: Milestones and Investments: - In late April, we officially launched our fund, filing with the SEC. Yay. - By June, we completed our first fund close ahead of schedule, with backing from family offices, foundations, high-net-worth individuals, and organizations aligned with California's future. - Our portfolio now includes three early-stage investments (Farm-ng, Agriful Software, and Nexstera Tech). Strategic Partnerships: - We believe that startups operating closer to their customers and resources, especially in agriculture and biomanufacturing, have a strategic advantage. For instance, the Salinas Valley, a major agricultural hub, is less than an hour from Silicon Valley and serves as a center of thought leadership in the convergence of agriculture and AI (from Western Growers, Taylor Farms, and others). - Similarly, the North San Joaquin Valley is emerging as a biotech and agtech innovation hub, and we are proud to support BEAM Circular, a startup hub for the circular bioeconomy. Key Relationships: - Karen Warner, CEO of BEAM Circular, joined HawkTower as a strategic advisor. - Jackie Cruz, Ed. D. Cruz, Hartnell College’s VP of Advancement, advises on Salinas Valley and workforce development. - Ben Palone from Western Growers, with his technical background in agriculture, became a trusted advisor. - Matthew Hoffman from Driscoll's Global R&D team provides insights on global agriculture, product positioning, and investment strategy. - We collaborated with Monterey Bay DART for workforce development and automation in agtech. - Dominic Milano and the Milano Technical Group from Merced collaborated on key initiatives and advised us on investments. - HawkTower is participating in Santa Cruz Works's accelerator cohort as a mentor and advisor. Thank you Doug Erickson. - We published an overview of entrepreneurship across the UC system with input from across the University of California system. Moving into the fall, we remain deeply committed to supporting founders shaping California's future natural resource markets. Stay tuned and be in touch! : ) Db

95

5 Comments

AI and Med Tech in Focus   AI System Developed to Identify Pathology in Tissues Engineers at Washington State University have developed an AI tool that uses images of human and animal tissue to detect abnormalities faster and more accurately than people. The AI algorithm was trained using images from past studies that involved kidney, testes, ovarian, prostate, breast and lymph node abnormalities. The new model detected disease in minutes—current processes take humans several hours and require specialized teams to check each other’s work. It was also found to be more accurate, sometimes detecting instances that humans had missed. The engineers designed the system to handle the processing load of the high-resolution gigapixel images by breaking them down into smaller tiles but still retaining the overall context of the tissue sample—akin to the zoom feature on a microscope or phone camera. Aside from getting diagnostic results more accurately and quickly, the new system also shows promise in epigenetics (the study of molecular processes that change gene behavior without changing underlying DNA). Epigenetic researchers can perform analyses and get results that used to take a year or more in just a couple of weeks. VC Investors are always adjusting their "Play Book" with a variety of options for investing. Mikal Ventures is one of those alternatives, offering curated solutions to real world problems. Reach out if you have questions on how we can be of assistance and bookmark https://mikalventures.com/ for additional insights and information.

1

We’re one day into DAC, and there have already been announcements that will shape the future of semiconductor design. One startup that I've followed closely for two years shared groundbreaking news that promises to revolutionize chip development and democratize accessibility to chiplets. Baya Systems emerged from stealth mode last week, and CEO and co-founder Sailesh Kumar has done a remarkable job of staying under the radar since founding the company, choosing the perfect moment to unveil updates. Baya revealed not only WHAT they’re working on but also HOW they plan to tackle some of the most pressing challenges faced by SoC architects and designers, and it’s inspiring. The complexity of system design, high costs, and long time-to-market for advanced SoCs often means that a chip can be nearly obsolete by the time it reaches customers. The rapid pace of innovation, especially in AI chips, creates an unforgiving environment where promising startups might only have one shot at success. Baya’s solutions, WeaverPro and WeaveIP, aim to accelerate the design and performance of complex single-die and multi-die SoCs and chiplets. By leveraging a software-centric architecture, Baya simplifies development and accelerates data movement between chiplets and dies. This approach reduces the overall costs associated with advanced AI and CPU acceleration and speeds up time-to-market. WeaverPro and WeaveIP have already received the best kind of acclaim, customer adoption, and Baya announced this week that chiplet technology advocate Tenstorrent will license their WeaveIP fabric to scale their AI and RISC-V chiplet solutions. Chip design icon Jim Keller, who sits on Baya’s Advisory Board, praised the company, saying: “Baya makes great, comprehensive fabric tools that start with top-level architecture and allow us to plan at a detailed level… this, coupled with their visualization tools, enables designers to build next-generation chips, chiplets, and IP.” Adding to their momentum, Baya announced a partnership with Blue Cheetah Analog Design, Inc. yesterday at DAC and introduced a combined chiplet-optimized Network on Chip and PHY interconnect IP solution that simplifies the design and architecture of chiplet-based systems. Sailesh said, “In partnership, we provide system architects with a state-of-the-art platform and powerful tools to create the most innovative and cost-effective chiplet-based products.”   I've mentioned before that enabling development is key to unlocking the door to innovation. For founders without deep pockets or connections to investors, gaining access to better tools and proven intellectual property allows them to move faster and at a lower cost, ultimately helping to bring new designs to life. I’m impressed that Baya, a small yet mighty startup, has created this accessibility and fostered partnerships to help proliferate it. My encouragement to the community - watch them closely. #semiconductorindustry #ai #chiplets

58

This is quite a piece on accusations of unethical pay-to-play within the #cyber #VC ecosystem. -Guaranteed first-year sales for portfolio companies -Formal loyalty program for CISOs -Points awarded within the program for CISO commitment level to portfolio companies (meetings, PoCs, product purchases) -Share of GP fees for CISOs in the loyalty program https://lnkd.in/gDta7Gp7

31

2 Comments

"You can’t be truly successful without being true to yourself." I had the pleasure of hearing Kara Swisher speak at the Dean’s Speaker Series at University of California, Berkeley, Haas School of Business a couple weeks ago, and this quote really stuck with me. Kara was incredibly candid about her journey covering the tech world for decades, but it was her advice on authenticity that truly hit home. After the event, I asked her about her thoughts on navigating the entrepreneurship space as a founder from an underrepresented background. I’ve often found myself code-switching or "cosplaying" to fit into certain professional spaces, and I’ve been torn about whether that’s necessary in the exclusive world of venture-backed startups. Kara’s response? Focus on building the best product and staying true to the mission that drives you. That advice resonated deeply, especially as I work on building a product that addresses some of the hardest and most meaningful problems in healthcare and nutrition—areas that have personal significance for me. If you're as passionate about advancing health and nutrition through AI as I am, or if you’re building in these spaces, let’s connect. I’d love to continue this conversation and explore how we can make real impact together. #Entrepreneurship #Authenticity #HealthcareInnovation #AI #NutritionTech #FounderLife

99

3 Comments

Excited to be a panel speaker at this upcoming TBDC event! 🎤 It’s always inspiring to connect with fellow entrepreneurs and share insights on growing businesses. 🚀 If you're looking to learn, network, or explore new ideas, this is a great opportunity. 🔗 Hope to see you there! 👋 #Entrepreneurship #StartupCommunity #BusinessGrowth #Innovation #NetworkingEvent #SmallBusiness #TorontoStartups #TBDC #PanelDiscussion #EntrepreneurLife #StartupAdvice

39

3 Comments