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The Autodidacts

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Exploring the universe from the inside out

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Strategically compounding correlated variables

A reader read a draft of my essay on measuring early stage progress, and said, that’s cute, but a more interesting question is what we should be compounding in the first place.

Everyone seems to agree that:

  1. Compounding is powerful, and compounding good things is good
  2. Many things

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Holistic prioritization requires sometimes working on lower priority tasks

At the risk of stating the obvious: always working on your #1 priority doesn’t work.

I have learned this the hard way. (Most recently, when I tried David Gauer’s cool sticky note todo list system.)

Health, and specifically exercise, are generally my #2 or #3 priority.

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The Psychology of Letting Go

Some time ago I drafted an essay on cutting words from essays, intended for a cheesy writing contest, and never submitted it. I was thinking about this essay, languishing on my hard drive, as I was packing out to move to a new city. It struck me: revising and de-

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Feeling The Caffeine Wake Up Your Body

I drink caffeine. Like, a lot of caffeine. I have for a long time. Every once in a while I go on a ten-day caffeine fast to prune back my adenosine receptors, and when I start drinking coffee and yerba mate again, a tablespoon at a time, I think,

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A Yes Person’s Guide to Saying No

Defenses up

I've always been an enthusiastic person. I like to jump from one project to the next (literally running, when possible) with my knobs turned to 11. I tend to do well on relatively short action cycles; getting started on (and being ready to move on from)

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The Command Line as Franken-REPL

Learning to thrive in the Mos Eisley cantina

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A Local AI Stack for Language Learning

Immersive, pretty fun, and you learn $OTHER_SUBJECT at the same time

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Curiosity Traps

Curiosity Traps

On reverse honeypots, rewarding close attention, and finding your people

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Listening to music as an active process

Listening to music as an active process

Although I’m a semi-professional musician, most days, I listen to far less music than my friends. I generally work in silence, cook in silence, run in silence. When I do listen to music, usually in the evening, I give it my full attention. Everybody is different, and

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TIL how to deeplink all the things

I have written before about how to link to a specific segment of a youtube video, and how to link to specific words or paragraphs within a webpage. I even knew, vaguely, that you could link to pages of PDFs. But, all in the course of a normal workday researching

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How to copy URLs of multiple Firefox tabs without installing an extension

How to copy URLs of multiple Firefox tabs without installing an extension

It’s easy, once you know you can

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Older than the dog

Older than the dog

How wise do our mentors need to be?

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Ode to Metadata

Ode to Metadata

Make your projects 4-dimensional

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How to fit Qwen3.8-27B into 16GB of VRAM and run it on a single RTX 3080 card: the best quantizations and Llama.cpp flags I've found

How to fit Qwen3.8-27B into 16GB of VRAM and run it on a single RTX 3080 card: the best quantizations and Llama.cpp flags I've found

TL;DR: UD-IQ3_XXS with KV cache quantization

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Vibecoding isn't as fun as writing code by hand

Vibecoding isn't as fun as writing code by hand

Sticks tongue out at AI

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The Hopefully Eventually Ultimate Desktop Linux Troubleshooting Guide: Recovering from Crashes and Freezes

The Hopefully Eventually Ultimate Desktop Linux Troubleshooting Guide: Recovering from Crashes and Freezes

Free advice from the printer fixer

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Failure Modes

Graceful degradation is underrated

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Just being is worthwhile

Some moments are intensely vivid and pleasant. Other moments are intensely and vividly unpleasant, or, more commonly, unmemorable and weakly depressing for no reason. The types of experience can be separated, on lucky occasions, by a matter of seconds, and minimal change in external stimuli, which reveals the fraud of

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People and Clothes

People and Clothes

Some people’s clothes have a way of riding up in unfortunate places, in a way that seems almost willful. It’s as if the clothes are sentient, and cloth and wearer are locked in a lifelong battle for supremacy. I know people who can look out-of-

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Autodidacts Newsletter #26

Twenty-four new posts to hitch your mind to

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What Should We Optimize Away?

What Should We Optimize Away?

Optimize away optimizing away

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How to fit Qwen 3.6 35B A3B into 16GB of VRAM, & run it with Llama.cpp on an RTX 3080

How to fit Qwen 3.6 35B A3B into 16GB of VRAM, & run it  with Llama.cpp on an RTX 3080

The belly hangs over the belt, but it fits

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Let’s call ‘em “aigents”

The portmanteau is overdue

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Treat People as Flowers

Treat People as Flowers

Sometimes people say goodnight by saying, see you in the morning, if that’s expected. This bugs me.[1] While I certainly hope to see them in the morning, and consider it highly probable, even in a modern world, it isn’t guaranteed.

To me, all goodbyes are

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The search for a good offline dictionary for Linux

The search for a good offline dictionary for Linux

… proved longer than expected

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Bookmarklet: Copy Ghost Post ID to Clipboard

Save several milliseconds with two lines of JavaScript

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Backpack Activation Energy

Backpack Activation Energy

Portrait of a gumption trap

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20 years of Linux and I finally started using job control

And it’s amazing

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How to drain pasta without a colander, without burning yourself

How to drain pasta without a colander, without burning yourself

A cooking tip for unusually bright cave people

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Quality, Quantity, and Effective Iteration

Quality, Quantity, and Effective Iteration

The blogosphere abounds with free advice, and one of the more frequently-repeated morsels is to “be prolific”, and quality will naturally follow.

The following story, from Art & Fear by David Bayles and Ted Orland, is brought in as supporting evidence:

The ceramics teacher announced on opening