Shining the spotlight of public scrutiny on Canada's prosperity challenges @uwaterloo @wharton @upenn | Build baby, Build 🍁🛠👷‍♀️🏗

Joined July 2023
Replying to @wealthmoose
Canada have an embarassment of resources that is being deliberatley held back. You forgot -Natural Gas -Forest/Lumber -Coastline -Fisheries -rare earths/cobalt -diamomds -aluminum -palladium -platinum -Hydroelectric power Lol...We couldn't defend it if any one wanted to invade
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
I don't think people have any idea how many ambitious millennials are quietly planning their corporate escape right now.
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
JUST IN: US jobs reports have been revised lower in 16 of 20 months, erasing 793,000 jobs
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You can just build things ...
Song Xingyu, a self-taught Gen Z vlogger from Badong in China's Hubei province who posts as Shenqi Ayu, has built a rideable hoverboard inspired by the Green Goblin's glider in Spider-Man and flown it across the Yangtze River. After his first five-turbojet prototype caught fire, he rebuilt it around ten brushless electric units with more than 30 kg of thrust each, and trained on it with an AI posture coach made from two phones.
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
In history class, I never understood how “advanced” civilizations could collapse. It just didn’t seem plausible. Anyway, I’ve seen enough. I get it now.
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
That’s a Pacific off-highway fat truck hauling straight logs, probably for power poles. Pacific built them by hand in Vancouver starting in 1947, and some took up to three months to finish. Most of them hauled 90 to 150 tons a load, way over anything legal on a highway, which is why they stay on the logging roads. Talk about front and rear overhang.
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
5,000 People Andrej Karpathy did some napkin math a few weeks ago. And You all know I like napkin math and Andrej Karpathy His math was - Six billion people have barely used an AI model. One or two billion use a chatbot like a search engine with manners. Twenty million use frontier models for real work, mostly code. And about 5,000 people, inside the labs, have seen what the frontier actually does. Everyone else has seen the trailer. That gap is the most important number in AI. Not the capex, not the valuations, not the benchmarks. Those are all bets on one variable: how fast the other 6 billion catch up. Call it the diffusion gap. Every dollar of the $4 trillion bar tab is a wager on how quickly it closes. Fast, and the neoclouds are geniuses. Slow, and somebody with $35 billion of GPU-backed debt (Cough, cough, Coreweave)and $640 million a quarter in interest is going to have a 2028 they'll describe to their grandchildren. History has opinions. The electric motor went on sale in the 1880s. Half of American factories still hadn't plugged in by 1919, because electrifying a factory meant redesigning the factory, and nobody wanted to go first. The PC arrived in 1981; in 1987 Robert Solow said you could see the computer age everywhere except in the productivity statistics, and he was right for eight more years. The internet reached half of American homes in ten years, the smartphone in six. Each wave faster than the last. That's the bull case, and it's a good one. Now the bear case, which is the same data read from the bottom. AI has had the fastest consumer adoption of anything ever: 100 million users in two months, 900 million a week now. But consumers aren't paying for the data centers. Enterprises are. And the enterprise funnel looks a lot like Karpathy's: 62% of American adults have tried generative AI. 45% of workers have used it on the job. It's about 6% of work hours. Half of US businesses pay for an AI tool, according to Ramp's card data. One in five uses it in production, according to the Census Bureau. Of the deployments that exist, 16% are actual agents; the rest are chatbots with a logo. And 7% of companies say AI is fully scaled across the organization. Everyone has the trailer. One in five has a pilot. One in fourteen has rebuilt the factory. The other thirteen have a Slack channel about it. Here's the number that connects the two funnels. My firm @MenloVentures has published a State of Generative AI in the Enterprise report for the last three years. Enterprise spend was $1.7 billion in 2023, $11.5 billion in 2024, $37 billion in 2025. Tripling a year. Fastest software category in history. Forty-seven percent of deals reach production, twice the rate of normal software. The optimists are right about all of it. And after three years it's 6% of the software market, sitting across the table from a $4 trillion build-out. That's the diffusion gap in dollars: the capex is a 2030 number and the spend is a 1919 number, and they're on the same balance sheet. So the whole thing reduces to a rate. The capex assumes the factory gets rebuilt by 2029. Every general-purpose technology in history says a generation, because the bottleneck was never the technology. It was the people, the processes, and the guy who owns the org chart. The 5,000 are living in 2030. Most of the enterprise is living in 1919. And the 5,000 are the worst-placed people on earth to forecast the gap, because they're the last ones who can imagine a world that doesn't change. Asking a lab researcher how fast enterprises will adopt AI is like asking the band how long the party will go. Ask the bartender. We publish the 2026 report in a few weeks. For the first time I care less about the spend number than the slope. Tripled again, and the gap is closing faster than any technology ever has, and the tab gets paid. Doubled, and we're on the internet's curve, a wonderful curve that bankrupted most of the people who built the internet. Same data. Different year. Watch the slope.
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
Writing is thinking. If you outsource your writing, you outsource your thinking. (@jaschasd)
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
I’m a 64 year old conservative Canadian & I have to tell you I’m scared right now. I figure I have maybe 10-12 more years in the workforce left in me. After that. . .well, I could probably live on the street about a week before I’m done I just know I don’t want to end up as another dead body on the street in another @SStricklandMMA video
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
At 67, here's one piece of advice I'd give anyone under 30: Travel as much as you can while you're young. 🌍 You don't need to be rich. Fly economy. Stay in hostels. Take overnight trains. Backpack across borders. Sleep on a friend's couch. Eat street food. Get lost in places where nobody speaks your language. Leave your comfort zone and experience the world beyond the one you've always known. Dance with locals. Try unfamiliar foods. Listen to cathedral bells echo through ancient streets and hear the call to prayer drift across a crowded city. Walk through little alleyways, share meals with strangers, and make friends with people whose lives look nothing like yours. Learn how other cultures think, love, work, celebrate, and survive. Discover that people can speak different languages, follow different traditions, and believe different things while still sharing the same hopes, fears, and dreams. The world is much bigger than your hometown, your social circle, or what you see on a screen. Travel won't just give you beautiful photographs and unforgettable stories. It'll challenge your assumptions, humble you, broaden your perspective, and teach you to appreciate things you once took for granted. Don't spend your entire youth waiting until you have more money, a better job, or the perfect time. You can always earn more money, but you can't buy back the years you spent being afraid to explore. Go see the world. Meet its people. Embrace its differences. And when you return home, bring back more than souvenirs. Bring back a wider perspective, a more open heart, and a deeper understanding of humanity. The best thing travel can give you isn't a passport full of stamps. It's a mind that has expanded and a heart that has learned to see the world differently. ❤️🌎
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
Elon Musk flips a vehicle upside down and everyone claps and cheers. But when I do it, suddenly I'm "recklessly endangering children" and "unfit to be a school bus driver".
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He's right ya know. Dream the impossible dream kids. Venture forth where the brave dare not follow. We live in a revolutionary time. This is like our quest for fire, or invention of the axle. Dream big!
Je vais dire quelque chose qui risque de déplaire à beaucoup de monde, mais tant pis. Je crois qu’une partie de notre société est en train de perdre quelque chose de bien plus grave que sa compétitivité économique. Elle est en train de perdre sa capacité à rêver. Hier, Tesla a présenté une démonstration spectaculaire autour d’une voiture capable de quitter le sol. Un prototype, certes, pas encore la voiture volante de Retour vers le futur. Mais quand même, bordel. On parle de technologies qui semblaient relever de la science-fiction quand nous étions gamins. Et ce matin, en regardant certaines réactions françaises, qu’est-ce que je découvre ? « Ça sert à rien. » « Musk est un raciste. » « Ça ne règle pas les problèmes de recharge. » « Ça n’efface pas ses saluts nazis. » Mais sérieusement, qu’est-ce qui nous est arrivé ? À quel moment avons-nous perdu cette âme d’enfant qui nous faisait ouvrir grand les yeux devant une invention ? Et le plus triste dans tout ça, c’est qu’on semble avoir oublié notre propre histoire. La France, c’est le pays des frères Lumière, qui ont contribué à faire naître le cinéma. C’est le pays de Louis Pasteur, dont les travaux ont révolutionné la microbiologie et la vaccination. C’est le pays de Nicéphore Niépce, pionnier de la photographie. C’est le pays des frères Montgolfier, qui ont envoyé l’être humain dans les airs à bord d’une montgolfière. C’est le pays de Blaise Pascal, qui concevait déjà une machine à calculer au XVIIe siècle. C’est aussi le pays du TGV, et l’un des deux pays qui ont donné naissance au Concorde. Vous imaginez ce que représentaient ces inventions à leur époque ? Des humains qui osaient accomplir ce que beaucoup pensaient impossible. Des gens qui n’acceptaient pas les limites de leur temps. Des visionnaires, des ingénieurs, des scientifiques, des entrepreneurs qui voulaient repousser les frontières du réel. Nous avons été ce pays-là. Alors comment avons-nous pu en arriver à un point où notre premier réflexe devant l’extraordinaire semble parfois être de chercher pourquoi il faudrait le mépriser ? SpaceX récupère des fusées qui reviennent se poser sur Terre ? On parle immédiatement d’Elon Musk et de ses provocations. Des robots humanoïdes commencent à réaliser des tâches physiques de plus en plus complexes ? « Ça va détruire des emplois. » L’IA ouvre des perspectives gigantesques pour la médecine, la science, l’éducation et la création ? « Ça pollue, ça vole le travail des artistes, ça sert à tricher. » Un entrepreneur annonce vouloir réaliser quelque chose d’incroyable ? « Encore un milliardaire qui veut s’en mettre plein les poches. » Mais est-ce qu’on réalise seulement ce qui est en train de se passer ? Nous vivons une époque où des fusées réutilisables se posent après leur mission, où l’IA accélère certaines découvertes scientifiques, où des robots apprennent à évoluer dans notre monde, où des personnes seules commencent à créer des choses qui nécessitaient auparavant des équipes entières. Et devant tout ça, on serait devenus incapables de dire simplement : « Putain, c’est incroyable. Comment est-ce qu’ils ont réussi ça ? » Je ne demande pas qu’on admire aveuglément les milliardaires. Ni qu’on ferme les yeux sur les conséquences sociales, environnementales ou politiques de leurs projets. On peut condamner les propos d’Elon Musk tout en reconnaissant les prouesses des ingénieurs de SpaceX et de Tesla. On peut défendre les travailleurs tout en trouvant la robotique fascinante. On peut vouloir encadrer l’IA tout en étant émerveillé par ses possibilités. L’esprit critique n’a jamais obligé personne à devenir cynique. Et c’est justement ce cynisme qui me désespère. J’ai parfois l’impression qu’on a remplacé l’admiration par la jalousie, le goût du risque par la peur de l’échec, l’ambition par la suspicion et le rêve par le sarcasme.
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
Marc Andreessen on why he thinks Europe actually wants to be left behind on AI "Europe seems, I just take them at their word, determined to be left behind. They seem enthusiastic about being left behind. They seem to really badly want that" "25 years ago, if you did a list of the 50 biggest tech companies in the world, a pretty significant number were European, probably 15 of the top 50. Today you're basically down to Spotify. Which is great. I love Spotify" "I think they would be very happy if AI didn't happen inside the EU. I think they'd be very happy if social media didn't exist. I think they'd be quite happy to shut up the internet"
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This is some crazy shit from $TSLA I assure you its not AI
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The implications are pretty astounding. Basically AI determines that human code is inefficient and impractical. Finds a better way to do it. But no human can decipher it. We are on a finite timeline at that point. We become the Neanderthal to AI's homo sapiens.
Replying to @elonmusk @wholemars
There won’t be lines of software as we know them, just machine code
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Perspective
TIL that global spending on alcohol is still larger than AI infrastructure spending this year ($1.7T vs $1.5T)
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And Canadians are good with this? What we have done to young people is truly mindblowing.
The average Canadian expects to buy their first home at the age of 41, per FP
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Now there's an idea! Why aren't Canadians demanding better governance and stewardship for our investment dollars? 🍁❓️ Why are Canadians so tolerant of the economic mediocrity.
Canada spends over $4 billion every year on innovation programs. SR&ED alone accounts for $4.2 billion in tax credits. IRAP adds another $400 million in direct grants. What do we get for that investment? 0.81 unicorns (startups valued at $1 billion or more) per million people. This trails the UK, Israel, Sweden, Ireland and other "middle powers". The difference isn't the amount we spend. It's how we allocate it. We fund applications. We reward paperwork. We back promises instead of performance. Other countries either co-invest alongside private capital. If a company attracts a serious investor, the government matches that bet. Or they provide tax incentives reducing the risk of investing in startups and scale-ups. Either way, the theory is straightforward. The market picks the winners. The government amplifies them. Canada should adopt the same model. Redirect a portion of our $4 billion innovation budget to co-investment and tax incentives. Match private rounds or reduce the risk of private investments. Let the best companies attract private capital, then amplify the impact.
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
The WSJ starting to admit the obvious: Western democracy when combined with fiscally negative immigration and a generous welfare state, inexorably creates a solvency crisis. (they didn't mention the immigration part but it's an essential ingredient in the toxic mix) their words are unusually stark: > It’s also a litmus test of a pressing question facing the West: Is it possible for political leaders to rein in spending on ever expanding welfare states? So far, the answer seems to be no, increasing the chances that countries like Britain are inching toward a financial reckoning. the welfare state + open borders model is a clear democracy failure mode and there's no obvious way out. no western European nation will reform pensions or entitlements. they are actually fundamentally incapable of doing what must be done. (the immigration aspect is virtual corollary to democracy because it creates incentives for the left to import reliable voters, so at least part of the time immigration is virtually unfettered.) the UK, with maximum, unending immigration, an aging and shrinking workforce, a tiny and overexploited base of taxpayer paypigs, highly financialized service / financial industry, a legacy of welfare as political payoffs to disenfranchised groups, an inability to cut pensions, and a stagnant, is the poster child for this disease and the worst affected but by no means the only nation in this predicament. the UK's grim fiscal state is the future of every western nation, unless something changes dramatically. aging population + increasingly discouraged working-age adults + highly mobile capital & elites that simply leave under onerous tax regimes + mass and unending fiscally negative immigration + expensive decarbonization and deindustralization + a left wing that is totally committed to immigration, over all else + a total inability to cut entitlements = fiscal crisis and eventual default in the end, the wealthy and the entrepreneur class that actually power growth will simply leave to escape the tightening tax noose. the government will become increasingly reliant on the middle/upper middle professional classes who lack the ability to leave, completely eliminating any motive to be entrepreneurial or take risks. the economy will become increasingly torpid as dynamism vanishes. the left will continue to gain power due to slow electoral build of immigration and will continue to honor their side of the deal, which is neverending handouts to fiscally useless electoral client groups. case studies like south africa, venezuela and lebanon show us that life can get worse, and worse, and worse, and worse and worse. things getting extremely bad are not a guarantee that they won't continue to get worse. don't be fooled by anticipating a sudden realization among political elites that they have employed the wrong formula. things can just get steadily worse for decades and decades with no escaping the slide. if I had to guess, I would venture that if no MAJOR (and I'm talking _major_) political reform occurs in western Europe, the continent will enter a sovereign debt crisis in the coming decade, standards of living will collapse, life expectancy will collapse, entitlements will be ravaged. I anticipate something akin to the effect that the collapse of the Soviet Union had on the local population, or worse. politics will be polarized between the ultraright and far left, each with their own radical solution to the problem (extirpating immigrants, versus actual socialism). I don't know which of the two will prevail. neither the right nor the left is willing to reform entitlements, which is the biggest problem, and so the market will do it for them. the US may escape their fate, but I am not particularly optimistic it will. our demographics and willingness to do hard things (on immigration, eg) are marginally better, but our spending and fraud-based entitlement economy is almost just as bad. no major party will even contemplate uttering that boomer luxury communism must end eventually. it's not even a topic in the midterms nor will it be in '28. the productivity boost from AI might grant European nations a slight reprieve in the medium term, but it wont salvage their bleak fiscal situation in the end. this is because almost no European nation controls the industrial inputs to AI (beyond ASML), so their gain is limited to the productivity uplift from deployment of the technology, while they remain vassals to the nations which actually control the deeper stack. moreover, a GDP and tax revenue boost from AI can easily be outspent. these nations have a spending problem, not a revenue problem. they can always dream up utterly farcical new handout schemes, like the UK's "motability". additionally, while AI creates a legion of highly productive entrepreneurs, they will all tax optimize and the benefits of new firms will largely not be captured by their respective governments. capital and startups are more portable than they have ever been. AI simply accelerates the pareto-ization of the economy whereby a shrinking minority of founders produces more value whilst more and more are idle and depend on handouts from the productive few. however, capital and human capital mobility destroys this fragile arrangement and strips the idle many of their benefactors. AI buys Western Europe at most a few years of delay to the inevitable crisis.
This @WSJ piece on the UK's runaway disability benefits is something else. Great color from @MaximColch & @davidluhnow
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🍁👷‍♂️🏗 🛠 MeanwhileInCanada retweeted
America invests hundreds of billions training its own citizens. Public universities, research grants, apprenticeships, taxpayer dollars building engineers, doctors, and scientists who then compete on merit. Companies have successfully lobbied to to make it cheaper to bypass their own citizens. Other nations treat higher education as an export business. They flood the US visa system with graduates from credential mills aimed at American employers, collect the remittances back home, and leave US taxpayers and companies holding the costs of integration, oversight, and displacement. One side builds its own workforce. The other exports labor to live off ours while telling us we need them. We don't and we never have. We have 340 million people in this country there isn't a single job we can't do. Tag your politicians.
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Do many Canadians even underdtand this?
Replying to @JasminLaine
The list of countries with higher GDP than Canada is growing sadly.
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