YouTube Censorship Made Me Write a Script

YouTube’s been forcing creators to censor their works more and more, and often times after a successful publish of said content. More history and valuable information is being lost every day because a corporation controls the largest source of video content freely available.

At the same time, I’ve been running commands using yt-dlp over and over again for my own purposes, aside from this censorship. The syntax is relatively easy to forget despite being very clearly defined, so I finally made a script to handle it for me.

It’s in Lua because that’s what I prefer to use, and available on GitHub’s gists. Because it is based on yt-dlp, it works for any website supported by yt-dlp. Here’s how to use it:

  ./video-dl.lua [action] <url>
[action]: What is desired.
  video (default): Highest quality video (maximum 720p).
  backup, clone, copy: English subtitles (including automatic subtitles), thumbnail, description, highest quality video (maximum 720p).
  music, audio: Highest quality audio only.
  metadata, meta: English subtitles (including automatic subtitles), thumbnail, description.
<url>: Source. YouTube URL expected, but should work with anything yt-dlp works with.

Information wants to be free. Help it.

How to Use ChatGPT

I’m late to the party, but maybe that’s better. I’ve forgotten some of the hype around AI, and the pace of innovation has settled down a little. Think of ChatGPT as a thinking tool with access to an internet-sized – but imprecise – database. That database was last updated in September 2021, and is imprecise because due to how neural networks work. The thinking part of this tool is rudimentary, but powerful. It does many things well with the correct input, but also fails spectacularly with the “wrong” input.

I separate the idea of what ChatGPT is from how it functions and where its knowledge comes from, because it helps me think of uses while remembering its limits. For example, I used it to help me journal more effectively, but when I tried to probe its knowledge of Havana Syndrome – a conspiracy theory commonly presented as fact by USA officials, it expressed useless information, because it has no conception of how it knows anything, or where its knowledge comes from.

Things ChatGPT is Good At

This list is presented in no particular order, but it is important to stress that AI often lie and hallucinate. It is important to always verify information received from AI. This list is based on my experiences over the past month, and will be updated as I use ChatGPT more. It is not comprehensive, but is intended to be what I find most useful.

  • Socratic method tutoring: The Socratic method is essentially “Asking questions helps you learn.” ChatGPT is very good at explaining topics, just make sure you verify its explanations are factual. (Questions I asked: Why are smooth-bore tanks considered more advanced while rifling in guns was an important innovation? Why do companies decrease the quality of tools over time?)
  • Writing: ChatGPT tends to be too verbose, but you can make it simplify and rewrite statements, and it can help you find better ways to write. (I asked it to explain the Socratic method a few times, then wrote my own version.)
  • Scripting: I created a utility script for file statistics in 2-3 hours by refining output from ChatGPT. The end result is more reusable, better written, and more functional than it would’ve been if I had worked on it alone. And that’s ignoring the fact that I got something I liked far faster than I would’ve on my own. (Just.. you need a programmer still. It can do some pretty cool things on its own, but also forgets how to count often.)
  • Planning: This is a todo item for me. I haven’t successfully used it for planning yet, but I intend to, and have heard of good results from others.

Things ChatGPT is Bad At

  • Facts & math: AI hallucinate. Check everything they teach you.
  • Finding sources: ChatGPT’s knowledge is formed by stripping the least useful data out of most of the internet, and who said what is far less important than specific pieces of knowledge – like how do you make a heading in HTML?
  • An unbiased viewpoint: While ChatGPT is fairly good at avoiding most bias, everything is biased. Removing bias completely is impossible. Discussing anything where there is strong motive to present a specific viewpoint will lead to that viewpoint being presented more often than an unbiased viewpoint.
  • Violent, illegal, and sexual content: While it is possible to bypass OpenAI’s strict handling of content, it is difficult, inconsistent, and can lead to having access revoked. Sadly, this prevents many ethical use cases due to a heavy-handed approach, and embeds the bias of OpenAI’s team into the model directly. There are ways around this with non-ChatGPT models.
  • What to do in Minecraft: I tried so many TIMES to get interesting ideas. It just can’t do it.

Things ChatGPT is Okay At

It’s important to know where AI can be a useful tool, but must be used carefully due to mixed results, so I am also including a list of things that work sometimes.

  • Advice: Similar to the Socratic method, a back and forth conversation can help you with your thoughts. Just be aware that ChatGPT can give some really bad advice too. For example, I wanted to see what it had to say on turning hobbies into jobs, and it covered none of the downsides, only talking about it as a purely positive experience.
  • Game design: I have spent too much time telling ChatGPT to design games for me. It will generate an infinite rabbit-hole of buzzwords and feature ideas, but cannot understand the concepts of limited time or scope. If you try to follow its designs, you will never complete anything.
  • Summarizing: If given text as input directly, when it is short enough, a summary can be reliably generated. If asked to summarize something extremely popular before its data cut-off, the summary can be okay. The drop-off on this is insane. Try asking it about Animorphs for example, something talked about occasionally, and certainly known about, but not something it can summarize.

This draft sat around for about 2/3rd of a month nearly complete. I would like it to have even more information, but I would like it more for it to be public. Apologies if it was a little short for you, but hopefully someday I’ll make a better version.

File Size Statistics Script (Lua)

I used ChatGPT to write a script for generating a list of file statistics based on everything within the directory it is placed in. It uses LuaFilesystem, and generates a final output like the following after it’s done processing through the files:

2359    files found.
Average (mean) file size:       44842.524374735 bytes
Standard deviation:     320478.50592438
Multiple modes:
Mode 1: 126     bytes
Mode 2: 204     bytes
Frequency:      7
[####################] 0.00 - 199271.16: 2245 files
[##########          ] 199271.16 - 398542.33: 59 files
[#######             ] 398542.33 - 597813.49: 16 files
[#######             ] 597813.49 - 797084.65: 14 files
[#####               ] 797084.65 - 996355.82: 6 files
[#####               ] 996355.82 - 1195626.98: 8 files
[##                  ] 1195626.98 - 1394898.14: 2 files
[#                   ] 1394898.14 - 1594169.31: 1 files
[#                   ] 1594169.31 - 1793440.47: 1 files
[                    ] 1793440.47 - 1992711.63: 0 files
[                    ] 1992711.63 - 2191982.80: 0 files
[#                   ] 2191982.80 - 2391253.96: 1 files
[                    ] 2391253.96 - 2590525.12: 0 files
[                    ] 2590525.12 - 2789796.29: 0 files
[                    ] 2789796.29 - 2989067.45: 0 files
[##                  ] 2989067.45 - 3188338.61: 2 files
[                    ] 3188338.61 - 3387609.78: 0 files
[                    ] 3387609.78 - 3586880.94: 0 files
[                    ] 3586880.94 - 3786152.10: 0 files
[                    ] 3786152.10 - 3985423.27: 0 files
[                    ] 3985423.27 - 4184694.43: 0 files
[#                   ] 4184694.43 - 4383965.59: 1 files
[                    ] 4383965.59 - 4583236.76: 0 files
[                    ] 4583236.76 - 4782507.92: 0 files
[                    ] 4782507.92 - 4981779.08: 0 files
[                    ] 4981779.08 - 5181050.24: 0 files
[#                   ] 5181050.24 - 5380321.41: 1 files
[                    ] 5380321.41 - 5579592.57: 0 files
[                    ] 5579592.57 - 5778863.73: 0 files
[                    ] 5778863.73 - 5978134.90: 0 files
[                    ] 5978134.90 - 6177406.06: 0 files
[                    ] 6177406.06 - 6376677.22: 0 files
[#                   ] 6376677.22 - 6575948.39: 1 files
[                    ] 6575948.39 - 6775219.55: 0 files
[                    ] 6775219.55 - 6974490.71: 0 files
[                    ] 6974490.71 - 7173761.88: 0 files
[                    ] 7173761.88 - 7373033.04: 0 files
[                    ] 7373033.04 - 7572304.20: 0 files
[                    ] 7572304.20 - 7771575.37: 0 files
[                    ] 7771575.37 - 7970846.53: 0 files
[                    ] 7970846.53 - 8170117.69: 0 files
[                    ] 8170117.69 - 8369388.86: 0 files
[                    ] 8369388.86 - 8568660.02: 0 files
[                    ] 8568660.02 - 8767931.18: 0 files
[                    ] 8767931.18 - 8967202.35: 0 files
[                    ] 8967202.35 - 9166473.51: 0 files
[                    ] 9166473.51 - 9365744.67: 0 files
[                    ] 9365744.67 - 9565015.84: 0 files
[#                   ] 9565015.84 - 9764287.00: 1 files
0th percentile: 0       bytes
10th percentile:        167     bytes
20th percentile:        317     bytes
30th percentile:        476     bytes
40th percentile:        692     bytes
50th percentile (median):       986     bytes
60th percentile:        1428    bytes
70th percentile:        2101    bytes
80th percentile:        3650    bytes
90th percentile:        38917   bytes
100th percentile:       9764287 bytes

With minimal effort, you could change it quite a bit, because it’s written as pure functions. I wouldn’t have achieved this myself, nor produced it so quickly, if I didn’t have ChatGPT do the easy stuff for me. I found the experience quite helpful. While ChatGPT did once forget that Lua indexes tables starting with 1, and made a few weird decisions and downright inefficient code in some places, it allowed me to focus on making it work exactly how I wanted it to, instead of just mostly correct or “good enough for now”.

(Btw, the example output above is from my Obsidian vault. You can read a bit more about how I use Obsidian to organize my notes here.)

How I Use Obsidian (Notetaking)

This post has had more hours put into it than the majority of my writings here. It still doesn’t feel finished, or correct, because this is a huge topic. I think it’s more useful to publish as-is, and update it with links to more detailed thoughts as I publish those thoughts.

Key Takeaways

  • Organization is something to slowly bring in as needed, not something to focus on from the beginning.
  • File hierarchy is a losing strategy. If you have to use folders, keep them as simple, organized, and flat as possible.
  • Tags should be kept simple. They have most of the flaws of folders.
  • Don’t stress about links. Use them, but it’s okay to forget or to remove extra links later.
  • Journal entries should be simple and unstructured – easily triaged. Likewise, reviews should be kept simple.

How I Got Here

I don’t have a magic answer that will solve your organization needs, but I have 2,300 notes from as far back as 20071, I’ve been trying to organize them since 2010, and I think I finally am getting the hang of it as of 2 weeks ago. When your interests include everything humanity has ever done – and many things beyond, it gets unwieldy to organize. When you have neurodivergent brain, it gets even harder.

It started with folders – after all, that’s how computer filesystems work – but then you run into at least two distinct problems: “Where did I put that?” and “Where does this go?“. The first can be helped with search, but many search tools are inadequate. The second takes longer to appear, because it only hits you after you’ve decided to put the same kind of file in multiple folders.

Then you move to tags (or categories, which are just stricter tags). Tags allow you to place the same thing in multiple places, solving the most significant problem of folders: hierarchies. Eventually, you run into the same problems in a different form: “What did I tag that with?” and “What do I tag this with?“. You resolve to use tags differently, but then they become too vague to be useful (everything in my journal is tagged ) or too specific (I only have a single note about dumbbell fusion reactors, why does that specific concept have its own tag?).

Folders, categories, and tags are all fundamentally the same thing.
They’re like the Dewey decimal system, trying to fit all of possibility into a logically ordered structure. Reality refuses to fit in this box.
Use these sparingly or not at all whenever possible. They limit your ability to organize rather than help it.

It is critical to recognize these similarities and their failings. I used to think tags a superior organizational method, and focused on their usage for years. It all fell apart. (I now think links between notes are the most important organizational method, but only as long as you let them happen naturally. Don’t stress about what should or shouldn’t be linked.)

In 2019, I finally heard of something beyond default “Notes” apps. I started using Obsidian and trying to follow the Zettelkasten method (every single note must be a single specific idea – an atom). Don’t start like this. It sounds appealing, but it is not for beginners, and it held me back for years. Analysis Paralysis – the inability to make a decision because of the options available – is a trap that I regularly fall into. “Is this note really atomic?” distracts you from the importance of what the note connects to. Similarly, I was distracted by the beauty of the graph, and decided everything must be linked and the graph must be useful. These ideas are misguided.

My past 3 years have been spent wandering between notetaking methodologies without solving any of my core problems. I used the Theme System, got lost in LYT‘s MOCs (yes, their website does look like a scam), tried Bullet Journaling, looked at PARA & LATCH, and finally started making real changes after stumbling across the Johnny.Decimal system and watching several videos from Nicole van der Hoeven. I’ve realized for a long time that file structure is pointless2, but a part of my brain obsesses over where files are. Using the simple hierarchy of the Johnny.Decimal system allows me to shut up that part of my brain, while generally avoiding thought on the location of files.

Partial example of a Johnny.Decimal hierarchy.
This is a portion of what I am using now, which is partially failing to adhere to the “correct” way to use Johnny.Decimal. But, it works for me.

The primary reason this works for me is Obsidian’s settings for where attachments and new files are are placed. Previously I followed the doctrine of having attachments in a specific organized folder, and briefly had all new notes created in the root (so they could be properly organized after creation). That just leads to splitting some files from what they are related to, and creating extra burdens organizing files uselessly.

Ironically, the hardest lesson for me has been to focus less on organization. Organization should not be your first goal. Using your notes effectively is far more important than them being organized. If my notes were perfectly organized, I would have very few and nearly useless notes.

Daily Notes & The Importance of Review

Daily notes are a dumping ground of thoughts, and a place to link with significant notes – creating a loose record of each day. They are for whims. The goal of a daily note should not be aesthetic, organized, or even complete. I recommend embracing the fleeting nature of days – don’t try too hard to complete task lists created in your daily notes, don’t follow a specific format that you’ll end up feeling bogged down in, don’t feel like a note is required for every day.

The organization comes in first with weekly reviews3. Each week, I make a note summarizing the events from the previous week and create a task lists for things more important than daily whims. These I am currently leaving very freeform, just like daily notes. I haven’t done this very much yet, but the flexibility of not trying to follow a standard seems to be helping so far. Usually, some of these tasks end up including how to manage the rest of my notes. This review process is hierarchical, and cyclical. Every month gets its review based on the previous weeks, quarterly reviews for their months, and yearly reviews for those.

Again, I have only just started this process, so I can’t speak to structure in higher levels of review. Maybe it’ll be useful, maybe it won’t be. It’s important to discover what works for you instead of following a prescription.

The Importance of Forgetting

I have an old task list with thousands of items. It’s unapproachable, unusable, downright silly. Every day, I create more incomplete tasks. I used to view this as a flaw to be solved, but now I view it as a feature. If you are completing your todo lists every day, you’re doing something wrong.4 So many tasks I create are not really needed, and with a finite life, I shouldn’t expect to achieve everything I want to.

Likewise, a lot of strategies for organization and usage of notes focus on making sure everything is findable. This is a noble goal, but one that I think acts against the usefulness of notetaking. The majority of the value in notes is writing them in the first place, so forgetting them shouldn’t be a large concern. (And that’s before even considering psychology and physiology. Forgetting is important for health.)


  1. From text files on Windows XP, to iOS (Apple Notes), RedNotebook Portable, Notepad++, GitHub, Atom, Google Notes.. and finally Obsidian.
  2. A well-written pro/con list based on file hierarchies.
  3. I believe I am stealing this idea from a combination of things emphasized by Bullet Journaling, the Theme System, and the Periodic Notes Obsidian plugin.
  4. I first heard this idea on a recent episode of Cortex, where the importance of the order of a task list was discussed.