
The central bank tightening and interest rate hikes that we saw last year will come to an end in the first quarter of 2023 as inflation gets under control. This will ultimately lead to a recession but my sense is that it will be more mild than severe. For this reason, I don't think anyone should expect ultra-low rates to return in the short-term.
Much of the real estate sector went on pause in the second half of 2022. But ultimately this reset to a more balanced market is going to be necessarily painful for some. And I think we will see that pain play out in the first half of the year. This will obviously be bad for some, but it will create opportunities for others.
Construction costs tempered in the second half of 2022 and started to show some evidence of price softening. I think we will see more of this in 2023, which will be healthy for the market. Cost management over the last few years has been a meat grinder for the development industry.
Pre-construction condominium sales for well-located projects will return in a more fulsome way by the spring. This will be driven by buyers now having clarity around where interest rates will be hanging out in the short-term and, in the case of Canada's largest cities, by record-high immigration levels.
For the tertiary/fringe housing markets that saw big run ups in pricing during the pandemic, I unfortunately think it will take many years for prices to fully rebound. The price increases we saw in these submarkets were of course a result of low rates, but it was also driven by a view on urban decentralization that in my view did not actually materialize.
The desire to add more housing to single-family neighborhoods will continue to pick up steam across North America. How exactly this plays out will be market specific, but in Toronto I expect to see new planning policies put in place, as well as supportive building code changes.
Public transit ridership will remain below pre-pandemic levels throughout 2023. This will continue to exacerbate public finances.
Autonomous taxis will grow rapidly this year. Companies, such as Cruise, will expand into a number of new US markets and, at some point during the year, I will take my very first ride in an autonomous vehicle.
2023 will be a big year for augmented reality and “phygital” goods. Last year I thought Apple would release a new product in this space. That didn't happen, but it will this year. At the same time, we will see more companies releasing products that blur the lines between our online and offline worlds (hence "phygital"). This will include NFTs and other crypto-related things that will start to operate more seamlessly in the background of consumer-facing products/services.
I continue to be bullish on Ethereum and I think it will overtake Bitcoin in terms of market cap in the next 2-3 years. But I was very wrong about Solana last year. And now I am struggling with its value proposition. Today, layer 2 chains such as Polygon feel more likely to win out. Broadly speaking, I suspect 2023 will be a positive year for crypto, but not a record-setting one.
In summary, I think we are going to see more pain at the beginning of 2023, but that on the other side of it will be healthier and more balanced markets. This means that we can look forward to the end of the year feeling much better than it does right now. All of this said, please keep in mind that I'm often wrong and that nothing in this post should be construed as actual advice.
Happy 2023, friends. I'm excited to get going.


The Financial Times recently reported on "the great NFT sell-off" here in this article. Daily trading volumes on OpenSea, which is the largest NFT marketplace, are down 80% ($50M) from their high in February ($248M). Bored Ape Yacht Club, which is the most expensive NFT collection out there, has seen its average daily price come down by about a third (see above). Of course, they still remain extremely valuable NFTs. And a recent CryptoPunks auction was just pulled from Sotheby's so that the owner could "

The central bank tightening and interest rate hikes that we saw last year will come to an end in the first quarter of 2023 as inflation gets under control. This will ultimately lead to a recession but my sense is that it will be more mild than severe. For this reason, I don't think anyone should expect ultra-low rates to return in the short-term.
Much of the real estate sector went on pause in the second half of 2022. But ultimately this reset to a more balanced market is going to be necessarily painful for some. And I think we will see that pain play out in the first half of the year. This will obviously be bad for some, but it will create opportunities for others.
Construction costs tempered in the second half of 2022 and started to show some evidence of price softening. I think we will see more of this in 2023, which will be healthy for the market. Cost management over the last few years has been a meat grinder for the development industry.
Pre-construction condominium sales for well-located projects will return in a more fulsome way by the spring. This will be driven by buyers now having clarity around where interest rates will be hanging out in the short-term and, in the case of Canada's largest cities, by record-high immigration levels.
For the tertiary/fringe housing markets that saw big run ups in pricing during the pandemic, I unfortunately think it will take many years for prices to fully rebound. The price increases we saw in these submarkets were of course a result of low rates, but it was also driven by a view on urban decentralization that in my view did not actually materialize.
The desire to add more housing to single-family neighborhoods will continue to pick up steam across North America. How exactly this plays out will be market specific, but in Toronto I expect to see new planning policies put in place, as well as supportive building code changes.
Public transit ridership will remain below pre-pandemic levels throughout 2023. This will continue to exacerbate public finances.
Autonomous taxis will grow rapidly this year. Companies, such as Cruise, will expand into a number of new US markets and, at some point during the year, I will take my very first ride in an autonomous vehicle.
2023 will be a big year for augmented reality and “phygital” goods. Last year I thought Apple would release a new product in this space. That didn't happen, but it will this year. At the same time, we will see more companies releasing products that blur the lines between our online and offline worlds (hence "phygital"). This will include NFTs and other crypto-related things that will start to operate more seamlessly in the background of consumer-facing products/services.
I continue to be bullish on Ethereum and I think it will overtake Bitcoin in terms of market cap in the next 2-3 years. But I was very wrong about Solana last year. And now I am struggling with its value proposition. Today, layer 2 chains such as Polygon feel more likely to win out. Broadly speaking, I suspect 2023 will be a positive year for crypto, but not a record-setting one.
In summary, I think we are going to see more pain at the beginning of 2023, but that on the other side of it will be healthier and more balanced markets. This means that we can look forward to the end of the year feeling much better than it does right now. All of this said, please keep in mind that I'm often wrong and that nothing in this post should be construed as actual advice.
Happy 2023, friends. I'm excited to get going.


The Financial Times recently reported on "the great NFT sell-off" here in this article. Daily trading volumes on OpenSea, which is the largest NFT marketplace, are down 80% ($50M) from their high in February ($248M). Bored Ape Yacht Club, which is the most expensive NFT collection out there, has seen its average daily price come down by about a third (see above). Of course, they still remain extremely valuable NFTs. And a recent CryptoPunks auction was just pulled from Sotheby's so that the owner could "
I don't think any of this should surprise both NFT holders and the naysayers. This is a high-risk space and it is all very speculative. You can't run a discounted cash flow (DCF) model on a Bored Ape and most other NFTs (though some might actually produce cash flow through, for example, secondary sale royalties). The more important point of all of this is that we are living through what many people believe is the creation of a new kind of internet. Cryptocurrencies are what underpin these new digital economies, but we are still figuring out how they will function and what their long-term business models will be.
For me, this is an exciting thing to be a part of. I'm not a venture capitalist, but buying NFTs and doing other crypto things feels a bit like I am an amateur one. Holding ETH or SOL is similar to holding Canadian or US dollars (currencies that underpin economies). So what I am doing is using these currencies to put money into ventures (NFTs) that seem interesting. And to do that, you look at the art, the team behind the project, the roadmap, and how well they appear to be executing against that plan. Indeed, many of the most successful NFT projects are naturally run by teams who are constantly building and shipping.
At the same time, I mentally write off every NFT I buy to $0 as soon as I purchase it. I am also limiting my total crypto allocation to between 5-10% of my non-real estate investments and buying with a scheduled dollar-cost averaging approach. So if this whole web3 thing went to zero tomorrow (which I firmly do not believe will be the case), my life would still go on. None of this is, of course, investment advice. Please do your own research and make your own decisions. But I can tell you that it is a lot of fun following and learning about what smart, creative, and entrepreneurial people are doing in this emerging space.
If you're interested in NFT photography, check out my global citizen collection on Foundation.
Chart: Financial Times
As promised, below is a list of some of my predictions for this coming year. I have tried to be both punchier and more precise in my prognostications; because, well, obvious predictions are boring and precision will allow me to better evaluate my thinking at the end of the year. So here goes.
2022 will be the year that COVID-19 becomes endemic and finally fizzles out to a point where it no longer factors into our decision making in the same way that it has for most people over the last two years or so. I think this will happen by as early as the summer.
As a result, I think the majority of people will be back in their offices by this September at the very latest, with many coming back much earlier. The whole hybrid/flexible work thing won't completely disappear, but the majority of people who used to work in offices will be back.
Recreational/fringe residential real estate will soften in 2022 as a result of 1) its tremendous run-up during this pandemic and 2) the renewed pull of urban/office life. Conversely, urban apartment rents will continue to rise and eventually surpass their pre-COVID levels. The SF Bay Area could be one exception.
The explosion of travel that I thought was going to happen in 2021, will truly happen this year. The summer will mark its official return, with European travel volumes (to give just one example) returning to their pre-COVID levels.
We will see meaningful efforts to further breakdown the hegemony of single-family zoning throughout many North American cities. This has been building for a number of years and I think we will see some tipping point-like moments in 2022. Specifically, expanded permissions for multi-unit housing and greater densities.
I wish I could say that autonomous vehicles are destined to do something truly remarkable this year, but I think we are still a few years out (2024-2025?) before a large chunk of us are ride-hailing AVs. But on a related note, I do think that Uber will come into its own this year and finally become profitable (and not just with adjusted profits).
Public transit ridership will, unfortunately, remain depressed and below its pre-COVID levels for this entire year. The beneficiaries of this will continue to be cars (not good), bikes, and micro-mobility solutions like e-scooters.
2021 was a huge year for NFTs and other fun stuff like digital fashion. Given these trends, I believe there will be growing demand from people to better integrate their digital and physical lives through technologies like augmented reality. Snap has been at the forefront of this space for many years and 2022 will be an important year for its Spectacles (AR glasses). But Apple and others will also make major announcements.
Miami's ascent as an important tech hub will get interrupted by questions surrounding the climate crisis and its own resilience. At the time of writing this post, the price of carbon on the EU's Emissions Trading System (EU ETS) is about €80 per tonne. I think we will see it break €125 per tonne this year, and possibly go even higher.
Ethereum, Bitcoin, and Solana (in this order) will be the top three cryptocurrencies according to market cap by the end of the year. At the time of writing this post, their market caps are $446 billion, $895 billion, and $55 billion, respectively. I am also expecting some breakout web3 consumer applications that will push, maybe, 40% of Canadians and Americans into the crypto space.
I don't think any of this should surprise both NFT holders and the naysayers. This is a high-risk space and it is all very speculative. You can't run a discounted cash flow (DCF) model on a Bored Ape and most other NFTs (though some might actually produce cash flow through, for example, secondary sale royalties). The more important point of all of this is that we are living through what many people believe is the creation of a new kind of internet. Cryptocurrencies are what underpin these new digital economies, but we are still figuring out how they will function and what their long-term business models will be.
For me, this is an exciting thing to be a part of. I'm not a venture capitalist, but buying NFTs and doing other crypto things feels a bit like I am an amateur one. Holding ETH or SOL is similar to holding Canadian or US dollars (currencies that underpin economies). So what I am doing is using these currencies to put money into ventures (NFTs) that seem interesting. And to do that, you look at the art, the team behind the project, the roadmap, and how well they appear to be executing against that plan. Indeed, many of the most successful NFT projects are naturally run by teams who are constantly building and shipping.
At the same time, I mentally write off every NFT I buy to $0 as soon as I purchase it. I am also limiting my total crypto allocation to between 5-10% of my non-real estate investments and buying with a scheduled dollar-cost averaging approach. So if this whole web3 thing went to zero tomorrow (which I firmly do not believe will be the case), my life would still go on. None of this is, of course, investment advice. Please do your own research and make your own decisions. But I can tell you that it is a lot of fun following and learning about what smart, creative, and entrepreneurial people are doing in this emerging space.
If you're interested in NFT photography, check out my global citizen collection on Foundation.
Chart: Financial Times
As promised, below is a list of some of my predictions for this coming year. I have tried to be both punchier and more precise in my prognostications; because, well, obvious predictions are boring and precision will allow me to better evaluate my thinking at the end of the year. So here goes.
2022 will be the year that COVID-19 becomes endemic and finally fizzles out to a point where it no longer factors into our decision making in the same way that it has for most people over the last two years or so. I think this will happen by as early as the summer.
As a result, I think the majority of people will be back in their offices by this September at the very latest, with many coming back much earlier. The whole hybrid/flexible work thing won't completely disappear, but the majority of people who used to work in offices will be back.
Recreational/fringe residential real estate will soften in 2022 as a result of 1) its tremendous run-up during this pandemic and 2) the renewed pull of urban/office life. Conversely, urban apartment rents will continue to rise and eventually surpass their pre-COVID levels. The SF Bay Area could be one exception.
The explosion of travel that I thought was going to happen in 2021, will truly happen this year. The summer will mark its official return, with European travel volumes (to give just one example) returning to their pre-COVID levels.
We will see meaningful efforts to further breakdown the hegemony of single-family zoning throughout many North American cities. This has been building for a number of years and I think we will see some tipping point-like moments in 2022. Specifically, expanded permissions for multi-unit housing and greater densities.
I wish I could say that autonomous vehicles are destined to do something truly remarkable this year, but I think we are still a few years out (2024-2025?) before a large chunk of us are ride-hailing AVs. But on a related note, I do think that Uber will come into its own this year and finally become profitable (and not just with adjusted profits).
Public transit ridership will, unfortunately, remain depressed and below its pre-COVID levels for this entire year. The beneficiaries of this will continue to be cars (not good), bikes, and micro-mobility solutions like e-scooters.
2021 was a huge year for NFTs and other fun stuff like digital fashion. Given these trends, I believe there will be growing demand from people to better integrate their digital and physical lives through technologies like augmented reality. Snap has been at the forefront of this space for many years and 2022 will be an important year for its Spectacles (AR glasses). But Apple and others will also make major announcements.
Miami's ascent as an important tech hub will get interrupted by questions surrounding the climate crisis and its own resilience. At the time of writing this post, the price of carbon on the EU's Emissions Trading System (EU ETS) is about €80 per tonne. I think we will see it break €125 per tonne this year, and possibly go even higher.
Ethereum, Bitcoin, and Solana (in this order) will be the top three cryptocurrencies according to market cap by the end of the year. At the time of writing this post, their market caps are $446 billion, $895 billion, and $55 billion, respectively. I am also expecting some breakout web3 consumer applications that will push, maybe, 40% of Canadians and Americans into the crypto space.
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