Semiconductor & Technology Specialist, Ingenuity

William Keating

Semiconductor & Technology Specialist

Ingenuity

Our focus is exclusively on in-depth research & consulting in the broader semiconductor industry. We focus on the key players, namely Intel, Micron, Qualcomm, Apple, Samsung, NVIDIA, AMD, TSMC & Global Foundries - as well as some of the lesser known, but nonetheless critical, companies such as ASML (for EUV), Mellanox, Cavium, Xilinx etc. We specialise in their products, roadmaps, process technologies, competitive advantages & threats etc. We also help our clients understand the implications of new and emerging technologies, e.g. 3D X-Point, 3D NAND, Carbon Nanotubes, Autonomous Driving, Graphene, Silicon Photonics, Wafer-Level Optics, Artificial Intelligence, FPGA, GPU, ASIC etc. 

Semiconductor Analysis & Research

Thematic (Sector/Industry)

Since its emergence as the technology underpinning Bitcoin over a decade ago, blockchain has captured the imagination of technologists, investors and charlatans in roughly equal measure. Blockchain has been portrayed by its advocates as the solution to some of the most fundamental challenges facing modern-day society including free and fair elections, the protection of identity records and title deeds, supply chain integrity and, of course, enabling all manner of exotic cryptocurrencies. Little wonder then that we experienced a wave of blockchain mania which coincided with a similar level of cryptocurrency mania in late 2017. During that time, companies were adding "Blockchain" to their names and seeing their share prices soar by many multiples within weeks. Just as the crypto bubble burst in early 2018, so too did the blockchain bubble. Share prices of so-called blockchain companies collapsed just as quickly as they had risen. Testifying before a US senate committee in October 2018, professor of economics Nouriel Roubini was scathing in his criticism of blockchain <a href="https://www.banking.senate.gov/imo/media/doc/Roubini%20Testimony%2010-11-18.pdf" target="_blank" rel="noopener">referring</a> to it as  “The most over-hyped technology ever, no better than a spreadsheet/database”.
 Now, as the dust settles and the mania fades, we witness the emergence of a new class of enterprise-grade blockchain implementations led by the likes Hyperledger, Corda and various customisations of Ethereum. While the blockchain technologies supporting the likes of Bitcoin and Ethereum are public in so far as the data they contain is accessible by anybody who wishes to view it, these enterprise blockchain implementations are private, a necessary prerequisite for their potential deployment at major corporations and financial institutions. This distinction, along with a number of other important differences, means that enterprise blockchain represents a significant departure from the original public blockchain concept.
Today, enterprise blockchain is being deployed to tackle challenges across a swathe of verticals thanks to the likes of the Big Four consulting firms striving to position it at the heart of their business process reengineering practices. From Maersk to Walmart, they are convincing some of the world's biggest conglomerates to tackle age-old issues relating to outdated, inefficient, labor intensive business practices, all in the name of  blockchain.
It's not just the Big Four that are cashing in on enterprise blockchain. Professional services firm Accenture is investing heavily in its blockchain consulting practice. Blockchain as a Service (BaaS) solutions are available from enterprise software giants <a href="https://www.smartkarma.com/entities/intl-business-machines-corp" target="_blank" data-smartkarma-citation="entities:1064:1" rel="noopener">Intl Business Machines</a>, <a href="https://www.smartkarma.com/entities/oracle-corp" target="_blank" data-smartkarma-citation="entities:1065:1" rel="noopener">Oracle</a>,  <a href="https://www.sap.com/hk/index.html" target="_blank" rel="noopener">SAP</a> and <a href="https://www.smartkarma.com/entities/microsoft-corp" target="_blank" data-smartkarma-citation="entities:15273:1" rel="noopener">Microsoft </a>and more recently from China’s <a href="https://www.smartkarma.com/entities/alibaba-group-holding-ltd" target="_blank" data-smartkarma-citation="entities:787:1" rel="noopener">Alibaba </a>and <a href="https://www.smartkarma.com/entities/baidu-inc" target="_blank" data-smartkarma-citation="entities:179:1" rel="noopener">Baidu</a>. <a href="https://www.smartkarma.com/entities/intel-corp" target="_blank" data-smartkarma-citation="entities:16764:1" rel="noopener">Intel </a>wants to ensure that enterprise blockchains runs best on its servers while Microsoft and <a href="https://www.smartkarma.com/entities/amazon-com-inc" target="_blank" data-smartkarma-citation="entities:409:1" rel="noopener">Amazon </a>want to host them on their clouds. It's little surprise then that enterprise and government spending on blockchain is expected to reach $2.9 billion in 2019, an increase of 89% over the previous year according to <a href="https://www.idc.com/getdoc.jsp?containerId=prUS44898819" target="_blank" rel="noopener">IDC</a>. Furthermore, they predict that spending on enterprise blockchain will reach $$ja12.4 billion by 2022.
In common with Roubini, our belief has long been that blockchain as a technology offers little that was not already available elsewhere and before. Enterprise blockchains bear little resemblance to the technical ingenuity that gave us Bitcoin, but which is otherwise largely useless. The populist mantra that enterprise blockchain has the ability to transform the business processes of major corporations, key industry verticals and governments is a largely a delusion in our opinion. <a href="https://www.mckinsey.com/industries/financial-services/our-insights/blockchains-occam-problem" target="_blank" rel="noopener">This</a> recent report from McKinsey further supports our perspective, noting that blockchain has yet to become the game-changer some expected and recommending that it should only be considered when it is the simplest solution available.
Paradoxically, if the allure of blockchain can be leveraged as the motivating factor to undertake the much-needed digital transformation and business process re-engineering required to modernize outdated, legacy practices and procedures, then it may indeed have some inherent, albeit unintended, value. Furthermore, our interviews with the CEOs of two small, privately held startups clearly indicated that they are actually finding important, albeit niche, use cases for blockchain technologies in their solution stacks.  In this context, it makes sense to view blockchain as an emerging technology actively seeking real-world use cases and likely to be strongly promoted by its proponents in the coming years.
Against this backdrop, how should investors think about the investment opportunities for blockchain? For starters, venture capital interest grew significantly in 2018 with some $5.4 billion invested in blockchain related startups, up from $1.5 billion the previous year according to <a href="https://next.autonomous.com/thoughts/crypto-blockchain-lands-at-24b-in-2018-funding-1b-in-stos-coming" target="_blank" rel="noopener">Autonomous Research</a>. Nonetheless, our analysis of multiple categories of companies with blockchain exposure reveals a harsh reality. Neither their blockchain related revenues nor any cost savings directly attributable to the technology are significant enough to have any meaningful impact on their valuations from a fundamentals perspective, a situation we do not expect to change any time soon. The same holds true for the blockchain-related ETFs and hedge funds we examined.
On a more positive note, there are some excellent companies doing exciting things with blockchain and related technologies. Privately held GuardTime and Digital Assets should be on investors watch lists for funding rounds and IPOs. We expect publicly listed <a href="https://www.garage.co.jp/en/" target="_blank" rel="noopener">Digital Garage</a> and <a href="https://www.broadridge.com/intl/" target="_blank" rel="noopener">Broadridge Financial Solutions</a> to continue to perform well and feel that they should be considered as part of a broader fintech portfolio. By the same token, we are positive on the growth opportunities of blockchain-associated multinationals such as <a href="https://www.microsoft.com/en-hk" target="_blank" rel="noopener">Microsoft</a>, <a href="https://www.ibm.com/hk-en" target="_blank" rel="noopener">IBM</a>, <a href="https://www.visa.com.hk/en_HK" target="_blank" rel="noopener">Visa</a>, <a href="https://www.mastercard.us/en-us.html" target="_blank" rel="noopener">Mastercard</a> etc, albeit for reasons that have little to do with blockchain.

Since its emergence as the technology underpinning Bitcoin over a decade ago, blockchain has captured the imagination of technologists, investors and charlatans in roughly equal measure. Blockchain has been portrayed by its advocates as the solution to some of the most fundamental challenges facing modern-day society including free and fair elections, the protection of identity records and title deeds, supply chain integrity and, of course, enabling all manner of exotic cryptocurrencies. Little wonder then that we experienced a wave of blockchain mania which coincided with a similar level of cryptocurrency mania in late 2017. During that time, companies were adding "Blockchain" to their names and seeing their share prices soar by many multiples within weeks. Just as the crypto bubble burst in early 2018, so too did the blockchain bubble. Share prices of so-called blockchain companies collapsed just as quickly as they had risen. Testifying before a US senate committee in October 2018, professor of economics Nouriel Roubini was scathing in his criticism of blockchain referring to it as  “The most over-hyped technology ever, no better than a spreadsheet/database”.
 Now, as the dust settles and the mania fades, we witness the emergence of a new class of enterprise-grade blockchain implementations led by the likes Hyperledger, Corda and various customisations of Ethereum. While the blockchain technologies supporting the likes of Bitcoin and Ethereum are public in so far as the data they contain is accessible by anybody who wishes to view it, these enterprise blockchain implementations are private, a necessary prerequisite for their potential deployment at major corporations and financial institutions. This distinction, along with a number of other important differences, means that enterprise blockchain represents a significant departure from the original public blockchain concept.
Today, enterprise blockchain is being deployed to tackle challenges across a swathe of verticals thanks to the likes of the Big Four consulting firms striving to position it at the heart of their business process reengineering practices. From Maersk to Walmart, they are convincing some of the world's biggest conglomerates to tackle age-old issues relating to outdated, inefficient, labor intensive business practices, all in the name of  blockchain.
It's not just the Big Four that are cashing in on enterprise blockchain. Professional services firm Accenture is investing heavily in its blockchain consulting practice. Blockchain as a Service (BaaS) solutions are available from enterprise software giants Intl Business Machines, Oracle,  SAP and Microsoft and more recently from China’s Alibaba and Baidu. Intel wants to ensure that enterprise blockchains runs best on its servers while Microsoft and Amazon want to host them on their clouds. It's little surprise then that enterprise and government spending on blockchain is expected to reach $2.9 billion in 2019, an increase of 89% over the previous year according to IDC. Furthermore, they predict that spending on enterprise blockchain will reach $$ja12.4 billion by 2022.
In common with Roubini, our belief has long been that blockchain as a technology offers little that was not already available elsewhere and before. Enterprise blockchains bear little resemblance to the technical ingenuity that gave us Bitcoin, but which is otherwise largely useless. The populist mantra that enterprise blockchain has the ability to transform the business processes of major corporations, key industry verticals and governments is a largely a delusion in our opinion. This recent report from McKinsey further supports our perspective, noting that blockchain has yet to become the game-changer some expected and recommending that it should only be considered when it is the simplest solution available.
Paradoxically, if the allure of blockchain can be leveraged as the motivating factor to undertake the much-needed digital transformation and business process re-engineering required to modernize outdated, legacy practices and procedures, then it may indeed have some inherent, albeit unintended, value. Furthermore, our interviews with the CEOs of two small, privately held startups clearly indicated that they are actually finding important, albeit niche, use cases for blockchain technologies in their solution stacks.  In this context, it makes sense to view blockchain as an emerging technology actively seeking real-world use cases and likely to be strongly promoted by its proponents in the coming years.
Against this backdrop, how should investors think about the investment opportunities for blockchain? For starters, venture capital interest grew significantly in 2018 with some $5.4 billion invested in blockchain related startups, up from $1.5 billion the previous year according to Autonomous Research. Nonetheless, our analysis of multiple categories of companies with blockchain exposure reveals a harsh reality. Neither their blockchain related revenues nor any cost savings directly attributable to the technology are significant enough to have any meaningful impact on their valuations from a fundamentals perspective, a situation we do not expect to change any time soon. The same holds true for the blockchain-related ETFs and hedge funds we examined.
On a more positive note, there are some excellent companies doing exciting things with blockchain and related technologies. Privately held GuardTime and Digital Assets should be on investors watch lists for funding rounds and IPOs. We expect publicly listed Digital Garage and Broadridge Financial Solutions to continue to perform well and feel that they should be considered as part of a broader fintech portfolio. By the same token, we are positive on the growth opportunities of blockchain-associated multinationals such as Microsoft, IBM, Visa, Mastercard etc, albeit for reasons that have little to do with blockchain.
  

The Blockchain Delusion. A (Mostly) Bearish Investment Thesis.

Equity Long-Short, Semiconductors, Fabricated Knowledge

Douglas O'Laughlin

Equity Long-Short, Semiconductors

Fabricated Knowledge

Learn more about the world's most important manufactured product. Meaningful insight, timely analysis, and an occasional investment idea.

<ul>
<li>Micron said we bottomed, wrung their hands a ton about gross margins and comparability, and said oh, inventory accounting has helped us out</li>
<li>Oracle had a huge announcement that majorly snubbed Intel.</li>
<li>There’s another rumored AI winner. Amkor was rumored (heavy emphasis, Digitimes can be untrustworthy) to be helping Nvidia with packaging.</li>
</ul>


Micron said we bottomed, wrung their hands a ton about gross margins and comparability, and said oh, inventory accounting has helped us out
Oracle had a huge announcement that majorly snubbed Intel.
There’s another rumored AI winner. Amkor was rumored (heavy emphasis, Digitimes can be untrustworthy) to be helping Nvidia with packaging.


Micron, Oracle Database Spending, GPU Restrictions, MLPerf, Amkor, and V Icor

AI | Semiconductors | Commodities, Mint Finance

Raghav Vashisht

AI | Semiconductors | Commodities

Deep Fundamental Analysis

Mint Finance

Mint Finance's investment research blends deep fundamental analysis with technical & quant insights. Investment strategies straddle across multiple asset classes with risk management embedded into every trade to deliver an outsized reward-to-risk ratio.

Mint Finance's research is centered around three key themes. First, energy transition and climate change. Second, artificial intelligence. Third, shifting world order with its impact across politics and monetary economics.

Equity Bottom-Up

Advanced Micro Devices / Equity Bottom-Up

<ul>
<li>AMD has earned strategic AI relevance; the next test is converting major customer validation into contracted, shipped, installed and recognised Helios revenue.</li>
<li>Q2 headline growth matters less than management’s evidence on MI450 and Helios ramp timing, supply constraints, customer readiness and second-half revenue contribution.</li>
<li>Rack-Scale systems expand AMD’s content opportunity, but early deployment costs and commercial incentives make gross-margin disclosure critical to judging the quality of growth.</li>
</ul>


AMD has earned strategic AI relevance; the next test is converting major customer validation into contracted, shipped, installed and recognised Helios revenue.
Q2 headline growth matters less than management’s evidence on MI450 and Helios ramp timing, supply constraints, customer readiness and second-half revenue contribution.
Rack-Scale systems expand AMD’s content opportunity, but early deployment costs and commercial incentives make gross-margin disclosure critical to judging the quality of growth.


AMD Must Show How Helios Moves From Customer Interest to Revenue

Alpha-Centric ESG Research

Kyle Rudden

<ul>
<li>Notwithstanding bright spots and positive long-term outlook, the ESG gold rush has created an acute state of chaos. Regulatory flux. Rampant greenwashing. ESG litigation. Elon and S&amp;P.</li>
<li>The silver lining? New ESG-related investing opportunities emerging from all the chaos; stocks poised to benefit, regardless of who else wins or losses. The new shovel-sellers, as it were.</li>
<li>One large opportunity is driven by new greenhouse gas (GHG) reporting regulations, specifcally leading GHG emissions software-as-a-service (SaaS) and platform-as-a-service (PaaS) stocks.</li>
</ul>


Notwithstanding bright spots and positive long-term outlook, the ESG gold rush has created an acute state of chaos. Regulatory flux. Rampant greenwashing. ESG litigation. Elon and S&amp;P.
The silver lining? New ESG-related investing opportunities emerging from all the chaos; stocks poised to benefit, regardless of who else wins or losses. The new shovel-sellers, as it were.
One large opportunity is driven by new greenhouse gas (GHG) reporting regulations, specifcally leading GHG emissions software-as-a-service (SaaS) and platform-as-a-service (PaaS) stocks.


Selling Shovels in a Gold Rush: SaaS Stocks Cashing in on Emissions Reporting Rules

Asset Allocation & Fund Positioning, Copley Fund Research

Steven Holden

Asset Allocation & Fund Positioning

Copley Fund Research

Copley Fund Research provide research and data on asset allocation among Global and Emerging Market equity funds.  The analysis details absolute and relative positioning across countries, sectors and industries together with highly granular data on single stock and single fund allocations.  The data is updated monthly with time series going back to January 2011.

Global Research - Analysis of 165 prominent Global equity funds, combined AUM $335bn
GEM Research - Analysis of 127 prominent global EM equity funds, combined AUM $250bn

Asset Allocation - Global and GEM Equity

<ul>
<li>As US Technology weights reach record highs in Global Equity portfolios, we analyse 5 stocks that are in focus for active Global managers.</li>
<li>
<a href="https://www.smartkarma.com/entities/microsoft-corp" target="_blank" data-smartkarma-citation="entities:15273:1" rel="noopener">Microsoft Corp (MSFT US)</a> is the most widely held stock though ownership increases have stalled. <a href="https://www.smartkarma.com/entities/apple-inc" target="_blank" data-smartkarma-citation="entities:666:1" rel="noopener">Apple Inc (AAPL US)</a> is the key underweight and consistently under-owned by managers.</li>
<li>
<a href="https://www.smartkarma.com/entities/visa-inc-class-a-shares" target="_blank" data-smartkarma-citation="entities:8707:1" rel="noopener">Visa (V US)</a> positive momentum has reversed while <a href="https://www.smartkarma.com/entities/adobe-systems-inc" target="_blank" data-smartkarma-citation="entities:8357:1" rel="noopener">Adobe Systems (ADBE US)</a> is the new darling of US Tech. <a href="https://www.smartkarma.com/entities/oracle-corp" target="_blank" data-smartkarma-citation="entities:1065:1" rel="noopener">Oracle Corp (ORCL US)</a> is losing investors at a consistent rate.</li>
</ul>


As US Technology weights reach record highs in Global Equity portfolios, we analyse 5 stocks that are in focus for active Global managers.

Microsoft Corp (MSFT US) is the most widely held stock though ownership increases have stalled. Apple Inc (AAPL US) is the key underweight and consistently under-owned by managers.

Visa (V US) positive momentum has reversed while Adobe Systems (ADBE US) is the new darling of US Tech. Oracle Corp (ORCL US) is losing investors at a consistent rate.


5 US Tech Stocks that Matter to Global Investors

United States

Oracle Corporation supplies software for enterprise information management. The Company offers databases and relational servers, application development and decision support tools, and enterprise business applications. Oracle's software runs on network computers, personal digital assistants, set-top devices, PCs, workstations, minicomputers, mainframes, and massively parallel computers.

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Oracle Corp (ORCL US)

The Blockchain Delusion. A (Mostly) Bearish Investment Thesis.

Back when I wrote this, Blockchain was all the rage, but I struggled to see the true value proposition, felt there was a huge amount of hype...

William Keating

Micron, Oracle Database Spending, GPU Restrictions, MLPerf, Amkor, and V Icor

Micron's earnings are boring. And a Vicor signal boost. Micron said we bottomed, wrung their hands a ton about gross margins and comparability...

Fabricated Knowledge

AMD Must Show How Helios Moves From Customer Interest to Revenue

AMD's strategic AI relevance is being tested by converting customer validation into revenue, with a focus on MI450 and Helios ramp timing, supply...

Mint Finance

Selling Shovels in a Gold Rush: SaaS Stocks Cashing in on Emissions Reporting Rules

ESG investing has been complicated by evolving emissions reporting regulations. With the chaos, comes new investment opportunities. Such as in...

Kyle Rudden

5 US Tech Stocks that Matter to Global Investors

As US Technology weights reach record highs in Global Equity portfolios, we analyse 5 stocks that are in focus for active Global managers.

Steven Holden

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52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

The Blockchain Delusion. A (Mostly) Bearish Investment Thesis.

Back when I wrote this, Blockchain was all the rage, but I struggled to see the true value proposition, felt there was a huge amount of hype...

William Keating

Micron, Oracle Database Spending, GPU Restrictions, MLPerf, Amkor, and V Icor

Micron's earnings are boring. And a Vicor signal boost. Micron said we bottomed, wrung their hands a ton about gross margins and comparability...

Fabricated Knowledge

AMD Must Show How Helios Moves From Customer Interest to Revenue

​AMD's strategic AI relevance is being tested by converting customer validation into revenue, with a focus on MI450 and Helios ramp timing, supply...

Mint Finance

Selling Shovels in a Gold Rush: SaaS Stocks Cashing in on Emissions Reporting Rules

ESG investing has been complicated by evolving emissions reporting regulations. With the chaos, comes new investment opportunities. Such as in...

Kyle Rudden

5 US Tech Stocks that Matter to Global Investors

As US Technology weights reach record highs in Global Equity portfolios, we analyse 5 stocks that are in focus for active Global managers.

Steven Holden

AMD's strategic AI relevance is being tested by converting customer validation into revenue, with a focus on MI450 and Helios ramp timing, supply...