After all, the speed of technological change is exponential – and if a company like Microsoft or Google misses one important trend, it can drastically alter the direction of future prospects. For the above reasons, both tech giants and unicorns are laser-focused on hiring the best engineering talent available, and deploying it to come up with the new innovations, business models, and game-changing products that they feel comfortable betting their futures on.

The Patent War Visualized

Today’s interactive visualization comes to us from The UK Domain, and it shows the amount of patents won by tech giants as well as unicorn startups. Specifically, it pulls data from the U.S. Patent & Trademark Office, categorizing hundreds of thousands of patents by company, technology, and even CEO. While the data is quite comprehensive, it’s also worth noting that recent years of data may be incomplete because there is up to an 18-month lag between patent registration and those patents becoming public.

Who’s Winning the Battle?

Here is a look solely at the quantity of patents awarded over recent years:

Interestingly, the list tends to skew towards companies with a hardware focus, even though many of their software counterparts are larger in terms of market capitalization. Hon Hai Precision Industry Co. – better known as Foxconn – is also one of the highest-ranking companies on the list with 25,356 patents, about the same amount as its partner company Apple.

Unicorn Lightweights

Unicorns, which are startups valued at over $1 billion, also have a tough time competing with the tech giants on the patent front. Note: it looks like the source has included both public and private companies on this “unicorn” list Many unicorns are newer companies, which means that the 18-month lag in patents entering the public domain may have a considerable effect on totals. Still, it’s amazing to see that companies like Uber and Lyft – two competitors that have confidentially filed to go public in 2019 – have fewer than 200 patents between them. Even if you combine all patents by the companies on the above chart, it works out to roughly 1,000 registered patents. To put that in perspective, that’s not even equal to 1% of Samsung’s gigantic total. on But fast forward to the end of last week, and SVB was shuttered by regulators after a panic-induced bank run. So, how exactly did this happen? We dig in below.

Road to a Bank Run

SVB and its customers generally thrived during the low interest rate era, but as rates rose, SVB found itself more exposed to risk than a typical bank. Even so, at the end of 2022, the bank’s balance sheet showed no cause for alarm.

As well, the bank was viewed positively in a number of places. Most Wall Street analyst ratings were overwhelmingly positive on the bank’s stock, and Forbes had just added the bank to its Financial All-Stars list. Outward signs of trouble emerged on Wednesday, March 8th, when SVB surprised investors with news that the bank needed to raise more than $2 billion to shore up its balance sheet. The reaction from prominent venture capitalists was not positive, with Coatue Management, Union Square Ventures, and Peter Thiel’s Founders Fund moving to limit exposure to the 40-year-old bank. The influence of these firms is believed to have added fuel to the fire, and a bank run ensued. Also influencing decision making was the fact that SVB had the highest percentage of uninsured domestic deposits of all big banks. These totaled nearly $152 billion, or about 97% of all deposits. By the end of the day, customers had tried to withdraw $42 billion in deposits.

What Triggered the SVB Collapse?

While the collapse of SVB took place over the course of 44 hours, its roots trace back to the early pandemic years. In 2021, U.S. venture capital-backed companies raised a record $330 billion—double the amount seen in 2020. At the time, interest rates were at rock-bottom levels to help buoy the economy. Matt Levine sums up the situation well: “When interest rates are low everywhere, a dollar in 20 years is about as good as a dollar today, so a startup whose business model is “we will lose money for a decade building artificial intelligence, and then rake in lots of money in the far future” sounds pretty good. When interest rates are higher, a dollar today is better than a dollar tomorrow, so investors want cash flows. When interest rates were low for a long time, and suddenly become high, all the money that was rushing to your customers is suddenly cut off.” Source: Pitchbook Why is this important? During this time, SVB received billions of dollars from these venture-backed clients. In one year alone, their deposits increased 100%. They took these funds and invested them in longer-term bonds. As a result, this created a dangerous trap as the company expected rates would remain low. During this time, SVB invested in bonds at the top of the market. As interest rates rose higher and bond prices declined, SVB started taking major losses on their long-term bond holdings.

Losses Fueling a Liquidity Crunch

When SVB reported its fourth quarter results in early 2023, Moody’s Investor Service, a credit rating agency took notice. In early March, it said that SVB was at high risk for a downgrade due to its significant unrealized losses. In response, SVB looked to sell $2 billion of its investments at a loss to help boost liquidity for its struggling balance sheet. Soon, more hedge funds and venture investors realized SVB could be on thin ice. Depositors withdrew funds in droves, spurring a liquidity squeeze and prompting California regulators and the FDIC to step in and shut down the bank.

What Happens Now?

While much of SVB’s activity was focused on the tech sector, the bank’s shocking collapse has rattled a financial sector that is already on edge.
The four biggest U.S. banks lost a combined $52 billion the day before the SVB collapse. On Friday, other banking stocks saw double-digit drops, including Signature Bank (-23%), First Republic (-15%), and Silvergate Capital (-11%). Source: Morningstar Direct. *Represents March 9 data, trading halted on March 10. When the dust settles, it’s hard to predict the ripple effects that will emerge from this dramatic event. For investors, the Secretary of the Treasury Janet Yellen announced confidence in the banking system remaining resilient, noting that regulators have the proper tools in response to the issue. But others have seen trouble brewing as far back as 2020 (or earlier) when commercial banking assets were skyrocketing and banks were buying bonds when rates were low.

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