Long but good read: “The pharma industry from Paul Janssen to today: why drugs got harder to develop and what we can do about it” by Alex Telford.
From “How to Do Great Work” by Paul Graham:
Schools also give you a misleading impression of what work is like. In school they tell you what the problems are, and they’re almost always soluble using no more than you’ve been taught so far. In real life you have to figure out what the problems are, and you often don’t know if they’re soluble at all.
Schools sometimes also give students the misleading impression that learning is not fun for its own sake and that writing should be boring.
From “The Bitter Lesson” by Rich Sutton:
In speech recognition, there was an early competition, sponsored by DARPA, in the 1970s. Entrants included a host of special methods that took advantage of human knowledge—knowledge of words, of phonemes, of the human vocal tract, etc. On the other side were newer methods that were more statistical in nature and did much more computation, based on hidden Markov models (HMMs). Again, the statistical methods won out over the human-knowledge-based methods. This led to a major change in all of natural language processing, gradually over decades, where statistics and computation came to dominate the field. The recent rise of deep learning in speech recognition is the most recent step in this consistent direction. Deep learning methods rely even less on human knowledge, and use even more computation, together with learning on huge training sets, to produce dramatically better speech recognition systems. As in the games, researchers always tried to make systems that worked the way the researchers thought their own minds worked—they tried to put that knowledge in their systems—but it proved ultimately counterproductive, and a colossal waste of researcher’s time, when, through Moore’s law, massive computation became available and a means was found to put it to good use.
[…]
We want AI agents that can discover like we can, not which contain what we have discovered. Building in our discoveries only makes it harder to see how the discovering process can be done.
From “Burned Out on Burn Out” by Sanj Katyal MD:
As we get older, time seems to fly faster and faster.
And it’s not just a hackneyed expression (it’s that too, of course), but studies really show that we experience time differently as we age. One argument is that we feel time as a fraction of our conscious experience. 5 minutes for my 4-year-old daughter is a much bigger percentage of her life than it is of mine, which is smaller still than for my father in his 70s. Others have argued we experience time as a matter of novelty. When we’re young, everything is novel, and so each day is filled with new things that demand our attention. Less so our more repetitive adult days filled with commutes and office jobs.
Our ability to pay attention to our time is the main thing that has changed.
When we were young, everything was new and captivated our attention. We were fully present as we learned about ourselves and the world around us. As we got older, however, we settled into comfortable routines and mental models of life. The simple wonders of each moment were no longer enough to hold our attention. Play was replaced by work, close conversations with friends were replaced by quick texts and each day started to feel the same. There was not much new to learn or experience in our daily routines so we began looking forward to the weekend, our next vacation or even retirement. This only served to speed up time even more. Many of us are bored with our lives. We seek adventure and new experiences, even if only found on our phones. We can do better.
The problem, whatever the explanation, is that we don’t want time to fly. We don’t want the days to flow into weeks to months to years in a wave of sameness punctuated by rare major events, some of which will inevitably involve hospitals and funerals. Without attending to the day-to-day moments (i.e. the boring stuff), we find ourselves looking forward to the end of the workday or pining for the weekend when we can binge on sleep or entertainment. That boredom and frustration can make us paradoxically want time to speed up for a big fraction of our days just to get to the good stuff.
One truism is that if you do what you love you’ll never work a day in your life. I think this is backward for most people, who don’t magically love things that provide a steady paycheck.
The more achievable goal, especially for someone who finds themselves working a job that doesn’t exactly organically spark joy is to love what you do.
Dr. Katyal argues the solution is to cultivate attention and novelty:
The solution to boredom and routine is to cultivate attention, constraints and novelty about everything we do.
If we can really pay attention to what we are doing (and we do this by imposing some constraints that force us to focus), we can find new things about the task, different ways to do things, and notice something we never noticed before.
This provides novelty which in turn infuses a sense of wonder/fun into our lives.
Playing catch again with my son? How can I throw the ball even harder or ask different questions to have a deeper conversation while catching?
Reading another 100 cases today? Can I identify a subtle finding that explains the patient’s symptoms? Can I read the imaging study like it was my mom’s scan? Can I be thankful that I am able to read a complicated CT and think back to my training when things like this seemed so hard?
Sometimes I think about this reframing: the thing isn’t boring, you’re boring. Boredom isn’t something forced on you, it’s a frame of mind you choose when your lizard brain isn’t being stimulated.
So, maybe, the solution: be less boring.
Time horizons, incentives, and moral hazard: a very enjoyable easy-listening zoomed-out discussion of the Private Equity industry on the Freakonomics podcast.
If you find the discussion of healthcare and PE on this site and others to be too tedious and haven’t learned more about this very large and very important industry, this is a great well-produced episode.
It includes an interview with Brendan Ballou, author of Plunder: Private Equity’s Plan to Pillage America.
(Which is not to be confused with These Are the Plunderers: How Private Equity Runs—and Wrecks—America by the Pulitzer Prize–winning Gretchen Morgenson…there’s a theme here.)
From “COMMON PROVERBS AS VIDEO GAME TUTORIALS” in McSweeney’s:
Notice how after you consumed the Cake, the Cake is no longer in your inventory.
From the short essay, “Energy Makes Time,” by Mandy Brown:
But there’s something else I want to suggest here, and it’s to stop thinking about time entirely. Or, at least, to stop thinking about time as something consistent. We all know that time can be stretchy or compressed—we’ve experienced hours that plodded along interminably and those that whisked by in a few breaths. We’ve had days in which we got so much done we surprised ourselves and days where we got into a staring contest with the to-do list and the to-do list didn’t blink. And we’ve also had days that left us puddled on the floor and days that left us pumped up, practically leaping out of our chairs. What differentiates these experiences isn’t the number of hours in the day but the energy we get from the work. Energy makes time.
The what is sometimes even more important than the how much.
Humans–with some incredible diligence and lots of practice–can do such fascinating things.
Pretty unreal.
How amazing does this new retro NES-themed mechanical keyboard look?
And an included separate pad with two huge programmable buttons?
That’s a great way to toggle dictation or almost have fun navigating Epic.
Filed under things I really want but for way, way cheaper: Project E Ink’s “$2500 e ink art piece that displays daily newspapers on your wall.”