commit 46849556949163f1702c5d8c27e5abe38ea0f60f
parent a3ca03b5f8f38e4c9f87503e52ccbeb2ec6a226a
Author: andrew.laack <andrew.laack@imbue.com>
Date: Sat, 13 Sep 2025 21:11:00 -0500
Started writing posts, write some supplementary scripts
Diffstat:
7 files changed, 3097 insertions(+), 28 deletions(-)
diff --git a/posts/index.gmi b/posts/index.gmi
@@ -0,0 +1,8 @@
+
+
+
+## Most Recent Blog Posts
+
+=> https://blog.laack.co/posts/wikipedia-and-truth-on-the-internet.gmi Truth on the Internet
+=> https://blog.laack.co/posts/sustainability-of-youtube.gmi The Sustainability of YouTube
+
diff --git a/posts/sustainability-of-youtube.gmi b/posts/sustainability-of-youtube.gmi
@@ -0,0 +1,48 @@
+# The Sustainability of YouTube
+
+## Context
+
+I dislike using cloud services because they may discontinue my service [1]. This concern, along with concerns about privacy [2], has led me to keep information and content I care about away from cloud services. This does make me wonder, how many people would be distraught about the loss of their content if YouTube terminated their accounts? This is not the topic today, nor is it something I can easily answer, but it is something I wonder about and would like others to consider.
+
+Similarly, I am skeptical of 'free' services. It's incorrect to say "if something is free, you are the product" because charity does exist, but when it comes to Google they aren't a charity. Their current model with YouTube is to have people upload videos to their site and show ads prior to some users watching said videos. There are also subscriptions and such, but this is the general strategy. Notice they do not purge content on a regular basis except for the exception of ToS violations. As such, there is a (nearly) monotonically increasing function that describes the storage requirements of YouTube. Along with this, there are hard limits for the density of information storage [3] and limited growth potential for the company to sustain their data storage. This leads to my question posed below.
+
+## Question
+
+When will YouTube's storage costs exceed their revenue if they don't start purging old content?
+
+## Hypothesis
+
+NOTE: My hypothesis is not well researched. This section exists because I think it is important to share intuitions and identify mistakes in reasoning.
+
+My inclination is the physical limits of the universe constraining information density are not the bottleneck for their data storage problems. I suspect the cost of maintaining (resilient) data centers for video storage will be the bottleneck. My unresearched guess is they have ~10PB of data uploaded and compressed onto their servers per day. I think I can buy 1TB of storage for ~$10 if I buy a larger HDD so it might cost me ~$100,000 to buy enough hardware the data uploaded to their servers in one day. I would also assume they get a substantial discount on their drives, but they also need redundancy and a location to keep them.
+
+This cost seems trivial compared to the compounding cost of maintaining large scale data storage so I don't think it should be taken into account for my hypothesis. If they need to replace drives on average every 6 years this amounts to ~$1,666,666/exabyte/year. I'd also think all supporting costs add up to approximately $2,000,000 per year. I suspect YouTube's max potential earnings are ~$300,000,000,000 per year, regardless of external factors. This leads me to believe YouTube may only be able to support ~81,818 exabytes of data. At my assumed current rate of 10PB saved to their servers per day we find they will be forced to start purging content from their service in 22,416 years. Man, I was not expecting such a high number... While this is what I conclude from my uninformed numerical guessing, if you were to ask me, I would guess their business would become unsustainable in ~50 years.
+
+## Findings
+
+YouTube states on their official blog there are over 20 million videos uploaded per day [4]. I can not find any believable metrics for how much data this is because so many of these SEO slop sites regurgitate the same numbers which don't correspond with YouTube's stated number of video uploads per day. While I don't trust YouTube very much, and they likely have incentives to inflate the numbers, they seem more trustworthy in this context as they are, in fact, the ones who are hosting the content. As such, I will accept this metric and try to work backwards to an approximate amount of data being saved to their servers.
+
+### Scraping
+
+I wrote a simple python script [5] to scrape YouTube's 100 most recent videos based on the top 2,711 trending search terms on Google in the US on 9/13/2025 for the past 7 days [6].
+
+While this seems to be a reasonable proxy for YouTube video lengths, there are some limitations of the approach such as:
+
+- Only searching for top US terms
+- Small dataset size
+- YouTube likely imposing some amount of algorithmic filtering
+- The videos in questions are all public
+- ...
+
+These limitations, and more, are flaws in my methodology that make them not entirely representative of all videos uploaded to the platform, but any approach will be imperfect without the data directly from YouTube.
+
+## Conclusion
+
+## Citations
+
+=> https://killedbygoogle.com/ Examples of discontinued Google services
+=> https://www.gnu.org/proprietary/proprietary-surveillance.html Privacy concerns of using the cloud
+=> https://en.wikipedia.org/wiki/Bekenstein_bound Theoretical limit for information storage in a finite region of space
+=> https://web.archive.org/web/20250911091711/https://blog.youtube/press/ Videos uploaded per day
+=> gemeini://blog.laack.co/python_script Python Script for YouTube
+=> https://trends.google.com/trending?geo=US&hl=en-US&hours=168 Trending Search Terms in the US
diff --git a/posts/wikipedia-and-truth-on-the-internet.gmi b/posts/wikipedia-and-truth-on-the-internet.gmi
@@ -0,0 +1,66 @@
+# Truth on the Internet
+
+## Claim
+
+Wikipedia is an okay source for purely factual information like mathematical topic, CS topics, etc., but it is not a good source for other kinds of information. Similarly, there are other internet sources that are good for academic information, but there is a lack of rigor in most other topics.
+
+## Reasoning
+
+Wikipedia has been a good source of information on computer science and math topics for me. In general, articles are correct and I appreciate the formatting of the site working in my preferred web browser, lynx. When it comes to more subjective topics, it has not been a very good source for me. This also applies to the broader internet as well, albeit it is not consistently good on academic topics.
+
+### Gemini
+
+Consider the Gemini protocol article on Wikipedia [1]. Most of the information in the article is acceptable, discussing actual information about the protocol, its history, and other related concepts, but the reception section is quite problematic. I will allow you to read it yourselves.
+
+> Gemini is praised for its simplicity but criticized for "excluding people who use ordinary web browsers". Gemini's
+> usefulness has been said to be "dependent on the kinds of content available on Gemini and whether it appeals or not".
+> Stéphane Bortzmeyer has said Gemini is retro but with modern features. Daniel Stenberg reviewed the 0.16.1 protocol spec,
+> and criticized it as weak on security (Trust on first use) and slow in performance (short-lived bursty TCP connections) if
+> it was ever used to transfer resource heavy HTML pages.[13] Gemini pages are usually downloaded as gemtext only without
+> requesting fonts or linked resources such as images.
+
+Let's break down a few things.
+
+#### Gemini Excludes People
+
+> Gemini is praised for its simplicity but criticized for "excluding people who use ordinary web browsers".
+
+A correction to this may be "it was once criticized by an individual for being exclusive, but said individual was misinformed". The only exclusion that is happening is browser makers do not support the protocol. There is no reason a normal web browser can't support Gemini, and no one who is developing the gemini protocol pushes back against its adoption in major web browsers.
+
+Such a criticism is similar to criticizing HTTP because none of the Gemini browsers support it. Gemini is an exceptionally easy protocol to implement and to criticize it for exclusivity is a bit silly.
+
+#### Security Concerns
+
+> Daniel Stenberg reviewed the 0.16.1 protocol spec, and criticized it as weak on security (Trust on first use)
+
+I view his first criticism as a selling point of Gemini. TOFU is how I believe the internet should work, or maybe DANES, but certainly not CAs. CAs are antithetical to the spirit of the internet. The internet is supposed to be free of authorities, but when CAs are considered the authority on who is able to host a website with HTTPS, which is functionally a necessity to have a voice on the internet, we do have arbiters of who can speak, and we lose freedom.
+
+I think the term CA is a misnomer because there is nothing authoritative about CAs, and there is no authority on the internet. Furthermore, there have been many CA incidents in the past [2] [3], which is to be expected when authorities are appointed.
+
+#### Slowness
+
+> slow in
+> performance (short-lived bursty TCP connections) if
+> it was ever used to transfer resource heavy HTML pages.[13] Gemini pages are usually downloaded as gemtext only without
+> requesting fonts or linked resources such as images.
+
+I seem to be missing something here. A sportscar is slow when it is towing a tree up a hill, but that doesn't make a sportscar slow. If the Gemini protocol were saddled with the burden of HTML then yes, it would be slow, but that's the thing, it's not. It's made for gemtext not HTML/JS soydevery.
+
+### YouTube Video Uploading Metrics
+
+YouTube video upload metrics are what prompted me to write this post. I was doing research for a project where I wanted to determine how long YouTube's business model of not deleting any videos on the platform, apart from those breaking ToS, could be sustained [4]. I started with a duckduckgo search and the top search result claimed that in February 2025 2.6 million videos were uploaded every day [5]. This cite then linked to another site [6] which made no such assertion. I returned to the original site to realize I'd been tricked. I should've known the domain SEO.ai was an AI slop SEO farming site, but it was the top one. I then went to Google to see what results I would get there. The same result showed at the top, but this time I got an AI summary which stated the exact same hallucinated claim.
+
+Truth can't be found on the open web anymore. There are too many layers of nonsense. We have an AI summarizing an AI that summarized an unsubstantiated blog post that didn't even make the claim the first AI summary thought it did.
+
+## What Can Be Done
+
+At present, we can stop, or limit, our usage of search engines. I plan to replace search engines with going directly to sites that I know are useful, using RSS, and trying to reference books as much as possible. It's modestly disappointing, but good options are lacking right now. If you have any thoughts on this, feel free to email me!
+
+## Sources
+
+=> https://en.wikipedia.org/wiki/Gemini_(protocol) Gemini Protocol Wikipedia Article
+=> https://en.wikipedia.org/wiki/DigiNotar CA Hacked
+=> https://sslmate.com/resources/certificate_authority_failures Even More CA Issues
+=> gemini://blog.laack.co/sustainability-of-youtube.gmi The Sustainability of YouTube
+=> https://web.archive.org/web/20250814122654/https://seo.ai/blog/how-many-videos-are-on-youtube AI Summary of an AI Summary
+=> https://web.archive.org/web/20250304100048/https://photutorial.com/how-many-videos-on-youtube/ AI Summary of a Poorly Researched Blog Post
diff --git a/python/total.py b/python/total.py
@@ -0,0 +1,42 @@
+import csv
+from collections import defaultdict
+
+input_file = "results.csv"
+output_file = "averages.csv"
+
+# collect durations per term
+durations_by_term = defaultdict(list)
+
+with open(input_file, newline="", encoding="utf-8") as f:
+ reader = csv.DictReader(f)
+ for row in reader:
+ term = row["term"]
+ try:
+ secs = int(row["duration_seconds"])
+ durations_by_term[term].append(secs)
+ except ValueError:
+ pass
+
+# compute averages
+rows = []
+total_videos = 0
+total_secs = 0
+
+for term, durations in durations_by_term.items():
+ avg = sum(durations) / len(durations)
+ total_videos += len(durations)
+ total_secs += sum(durations)
+ rows.append([term, len(durations), round(avg, 2)])
+
+# add overall total
+if total_videos > 0:
+ overall_avg = total_secs / total_videos
+ rows.append(["TOTAL", total_videos, round(overall_avg, 2)])
+
+# write to averages.csv
+with open(output_file, "w", newline="", encoding="utf-8") as f:
+ writer = csv.writer(f)
+ writer.writerow(["term", "video_count", "average_duration_seconds"])
+ writer.writerows(rows)
+
+print(f"Wrote averages to {output_file}")
diff --git a/python/youtube-scraping.py b/python/youtube-scraping.py
@@ -0,0 +1,2878 @@
+# 2711 terms
+search_terms = [
+ "charlie kirk",
+ "canelo vs crawford",
+ "iphone 17",
+ "groyper",
+ "nepal",
+ "d4vd",
+ "georgia vs tennessee",
+ "iphone 17 pro max",
+ "kash patel",
+ "matthew dowd",
+ "evergreen high school",
+ "utep vs texas",
+ "clemson vs georgia tech",
+ "south florida vs miami fl",
+ "larry ellison",
+ "martin sheen",
+ "wisconsin vs alabama",
+ "airpods pro 3",
+ "ben shapiro",
+ "poland",
+ "yankees vs red sox",
+ "oracle stock",
+ "real sociedad - real madrid",
+ "brentford vs chelsea",
+ "charlie kirk kids",
+ "usc vs purdue",
+ "the girlfriend",
+ "anthony rizzo",
+ "atlético madrid - villarreal",
+ "tommy robinson",
+ "colorado vs houston",
+ "asia cup",
+ "dean withers",
+ "central mi vs michigan",
+ "skye valadez",
+ "pittsburgh vs west virginia",
+ "nina dobrev",
+ "dermarite recall products",
+ "google gemini",
+ "vance boelter",
+ "borderlands 4",
+ "villanova vs penn state",
+ "taylor frankie paul",
+ "ufc noche",
+ "charlie kirk videos youtube",
+ "borderlands 4 shift codes",
+ "ios 26 release date",
+ "brock bowers",
+ "oracle",
+ "youngstown st vs mi state",
+ "chivas vs america",
+ "emilio estevez",
+ "oregon state vs texas tech",
+ "att",
+ "super mario galaxy movie",
+ "rays vs cubs",
+ "nepal news",
+ "oregon vs northwestern",
+ "lucius q bbq",
+ "mossad",
+ "rangers vs mets",
+ "oklahoma vs temple",
+ "austin ekeler",
+ "spinal tap 2",
+ "stephen king",
+ "george floyd",
+ "ukrainian girl stabbed on train",
+ "hcu vs nebraska",
+ "sean penn",
+ "charlie kirk freedom shirt",
+ "royals vs phillies",
+ "facebook user privacy settlement",
+ "life on mars",
+ "south alabama vs auburn",
+ "richmond vs unc",
+ "timothy craig ramsey",
+ "tucker carlson",
+ "joey aguilar",
+ "tigers vs marlins",
+ "mexican independence day 2025",
+ "borderlands 4 review",
+ "south park charlie kirk",
+ "iphone 17 pro max case",
+ "megyn kelly",
+ "2xko",
+ "gemini",
+ "brian kilmeade",
+ "visa bulletin",
+ "norfolk state vs rutgers",
+ "beauty in black season 2",
+ "downton abbey movie",
+ "miranda cosgrove",
+ "lsu vs florida",
+ "juventus vs inter",
+ "charlie sheen net worth",
+ "orioles vs blue jays",
+ "louisiana vs missouri",
+ "west ham vs tottenham",
+ "wnba playoff schedule",
+ "lily collins",
+ "pokopia",
+ "jfk",
+ "palestine",
+ "james talarico",
+ "office depot",
+ "west county mall",
+ "warfare movie",
+ "mirai movie",
+ "commanders vs packers",
+ "andrew tate",
+ "gunner stockton",
+ "zac efron",
+ "alice pereira",
+ "chandra nagamallaiah",
+ "tatiana suarez",
+ "the big e",
+ "harvey levin",
+ "fiorentina vs napoli",
+ "juventus - inter",
+ "white sox vs guardians",
+ "andrade",
+ "brett kavanaugh",
+ "dakota johnson",
+ "civil war",
+ "gabriella brooks",
+ "haynes king",
+ "bayern vs hamburger sv",
+ "missouri state football",
+ "north texas football",
+ "saiyaara movie",
+ "pirates vs nationals",
+ "mary kate and ashley",
+ "brooke mueller",
+ "north dakota vs montana",
+ "sean astin",
+ "claudio puelles",
+ "pokemon legends za",
+ "tom macdonald",
+ "nickel",
+ "nyt connections hints september 13",
+ "purdue university",
+ "jayden daniels injury",
+ "tyler perry",
+ "alcorn state vs ms state",
+ "heidi fleiss",
+ "long walk movie",
+ "uc football",
+ "dna",
+ "kristin chenoweth",
+ "semo vs nd state",
+ "arkansas state football",
+ "procore championship",
+ "sedriques dumas",
+ "tuskegee vs jackson state",
+ "bayern munich",
+ "ball state football",
+ "palmeiras vs internacional",
+ "tyler smith",
+ "aipac",
+ "vols",
+ "9/11",
+ "liberty vs bowling green",
+ "san diego vs montana state",
+ "eddie vedder",
+ "gentle care animal hospital oklahoma",
+ "eagles vs chiefs",
+ "real madrid",
+ "notre dame vs texas a&m",
+ "today wordle answers",
+ "sam smith",
+ "vince neil",
+ "delaware football",
+ "uiw vs utsa",
+ "booger mcfarland",
+ "jk rowling",
+ "dabo swinney",
+ "temple university",
+ "fernando vargas jr",
+ "draya michele",
+ "davis cup",
+ "auburn football",
+ "arsenal vs nottm forest",
+ "alabama a&m vs tn state",
+ "kelvin gastelum",
+ "jj mccarthy",
+ "naval academy",
+ "charlies murderers",
+ "how many people died in 911",
+ "nintendo direct",
+ "bills vs ravens",
+ "polly holliday",
+ "trump stroke",
+ "kansas state vs arizona",
+ "san gennaro festival",
+ "stephen hawking",
+ "chris brazzell ii",
+ "fifa world cup tickets",
+ "warfare",
+ "dodgers vs giants",
+ "b-cu vs sc state",
+ "alexander hernandez",
+ "villanova university",
+ "ja'lynn polk",
+ "espn ncaaf",
+ "anastasia j casey",
+ "vikings vs bears",
+ "jake moody",
+ "new mexico vs ucla",
+ "nyt crossword answers",
+ "san juan county utah",
+ "isabella ladera",
+ "eastern ky vs marshall",
+ "duško todorović",
+ "real madrid vs",
+ "napoli fc",
+ "memphis football",
+ "jair bolsonaro",
+ "fortaleza - américa",
+ "arkansas vs ole miss",
+ "ohio vs ohio state",
+ "athletic - alavés",
+ "lubbock weather",
+ "savannah bananas yankee stadium",
+ "houston football",
+ "todd beamer",
+ "christy martin",
+ "yungblud",
+ "tudum",
+ "estudiantes - river plate",
+ "hbcu",
+ "university of tennessee football",
+ "lester martinez",
+ "nico gramatica",
+ "tigers vs yankees",
+ "mazatlán - pumas",
+ "4chan",
+ "mets vs phillies",
+ "steelers vs jets",
+ "umass boston",
+ "towson vs maryland",
+ "luigi mangione",
+ "santiago luna",
+ "gretchen felker-martin",
+ "bears vs vikings",
+ "fl atlantic vs fiu",
+ "rafa garcia",
+ "news today",
+ "charlie kirk wiki",
+ "famalicão vs sporting",
+ "rumble",
+ "auxerre vs monaco",
+ "ryan crouser",
+ "angels vs mariners",
+ "911",
+ "nebraska football schedule",
+ "astros vs braves",
+ "northwestern university",
+ "foxnews",
+ "parker romo",
+ "cardinals vs brewers",
+ "luis gurule",
+ "bangladesh vs sri lanka",
+ "bears",
+ "samford vs baylor",
+ "eastern wa vs northern iowa",
+ "msu",
+ "fábio carvalho",
+ "alabama football schedule",
+ "charlie kirk wikipedia",
+ "mega millions winning numbers",
+ "matt prater",
+ "pelea de canelo",
+ "tiana mangakahia",
+ "osama bin laden",
+ "mac jones",
+ "bengals vs browns",
+ "france",
+ "ariana grande tickets",
+ "fawn hall",
+ "ryan williams",
+ "indiana state vs indiana",
+ "raiders vs patriots",
+ "cj baxter",
+ "newcastle vs wolves",
+ "monmouth vs charlotte",
+ "daniel penny",
+ "alden coria",
+ "chobani",
+ "wordle hint",
+ "french government collapses",
+ "jayden reed",
+ "daniel jones",
+ "fulham vs leeds united",
+ "george soros",
+ "atlantic tropical storms",
+ "newsmax",
+ "second amendment",
+ "debby ryan",
+ "where is northwestern university",
+ "nfl week 2",
+ "facundo buonanotte",
+ "w&m vs virginia",
+ "florida state football schedule",
+ "mater dei football",
+ "lions",
+ "tank bigsby",
+ "colombia vs venezuela",
+ "ego nwodim",
+ "adn",
+ "buffalo vs kent state",
+ "necaxa - juárez",
+ "tucker kraft",
+ "how many school shootings in 2025",
+ "aaron judge",
+ "selma blair",
+ "nato",
+ "nc state vs wake forest",
+ "titans vs broncos",
+ "apple watch ultra 3",
+ "ilhan omar",
+ "rockies vs padres",
+ "nfl scores",
+ "memphis",
+ "lossless spotify",
+ "david ortiz",
+ "haru urara",
+ "brandon sproat",
+ "danganronpa 2x2",
+ "only murders in the building",
+ "diamondbacks vs twins",
+ "abc news",
+ "ricky martin",
+ "virtual boy",
+ "epstein birthday book",
+ "alianza - millonarios",
+ "sombr",
+ "tarik skubal",
+ "lee harvey oswald",
+ "ufo",
+ "everton vs aston villa",
+ "justin fields",
+ "prince harry",
+ "reds vs athletics",
+ "tennessee football coach",
+ "marc andre fleury",
+ "patrick mahomes charlie kirk",
+ "rockies vs dodgers",
+ "mexico vs korea",
+ "grey's anatomy",
+ "mar",
+ "bournemouth vs brighton",
+ "isabella ladera y beele",
+ "klarna stock",
+ "chicago weather",
+ "sf giants",
+ "opendoor stock",
+ "astros vs blue jays",
+ "romeca meeks",
+ "nbc news",
+ "tate mcrae",
+ "cardinals vs mariners",
+ "auburn football score",
+ "epstein files vote",
+ "derrick henry",
+ "charlie rock",
+ "colgate vs syracuse",
+ "aaron rodgers",
+ "garnacho",
+ "toyota recall 2025",
+ "jayden daniels stats",
+ "prime video",
+ "mexico vs south korea",
+ "panthers vs jaguars",
+ "buccaneers vs falcons",
+ "fire emblem fortune's weave",
+ "christian kirk",
+ "gable steveson",
+ "nashville",
+ "ecuador vs argentina",
+ "derek fisher",
+ "lamar jackson",
+ "amber alert",
+ "mini crossword answers",
+ "texans vs rams",
+ "sam darnold",
+ "elon musk",
+ "bolivia vs brazil",
+ "hades 2",
+ "morgan state vs toledo",
+ "katya kuropas",
+ "royals vs guardians",
+ "wrexham vs qpr",
+ "ny giants",
+ "margot robbie dress",
+ "dave rubin",
+ "heidenheim - dortmund",
+ "is utah a red state",
+ "cubs vs braves",
+ "grace for the world",
+ "task",
+ "banksy",
+ "alabama football schedule 2025",
+ "ed sheeran",
+ "cbs news",
+ "jeffree star",
+ "infowars",
+ "daniil donchenko",
+ "pirates vs orioles",
+ "red sox vs athletics",
+ "brewers vs rangers",
+ "usa vs japan",
+ "kissing bug disease",
+ "zach cole",
+ "cardinals vs saints",
+ "jasmine crockett",
+ "crystal palace vs sunderland",
+ "akon",
+ "greta thunberg",
+ "jessica simpson",
+ "tori branum",
+ "malcolm jamal warner",
+ "worlds collide 2025",
+ "panamá - guatemala",
+ "gervonta davis",
+ "jamal haynes",
+ "first amendment",
+ "nationals vs marlins",
+ "reds vs padres",
+ "49ers",
+ "star thomas",
+ "billy porter",
+ "nfl power rankings",
+ "nick woltemade",
+ "getafe - real oviedo",
+ "borderlands 4 characters",
+ "honduras vs nicaragua",
+ "aaron jones",
+ "denise richards",
+ "argentina vs ecuador",
+ "franklin park",
+ "alex warren",
+ "mlk",
+ "mizzou score",
+ "google pixel",
+ "blood moon total lunar eclipse tonight",
+ "smith mundt act",
+ "jordan henderson",
+ "justin tucker",
+ "john f kennedy",
+ "song sung blue",
+ "rick davies",
+ "ghost of yotei",
+ "matthew golden",
+ "iggy azalea net worth",
+ "rauw alejandro",
+ "abraham lincoln",
+ "russell wilson",
+ "givesendgo charlie kirk",
+ "demon slayer infinity castle anime",
+ "supreme court ruling",
+ "jordan love stats",
+ "trump booed at us open",
+ "galatasaray",
+ "rays vs white sox",
+ "ac milan",
+ "ben johnson",
+ "gabby giffords",
+ "el salvador vs suriname",
+ "于朦胧",
+ "malcolm brogdon",
+ "diamondbacks vs giants",
+ "naz reid",
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+ "hanoi",
+ "orlando weather",
+ "cameron heyward",
+ "wan'dale robinson",
+ "bobbie holsclaw",
+ "npb",
+ "uc berkeley",
+ "ariana grande brother",
+ "courteney cox",
+ "luke bryan",
+ "skylar diggins",
+ "jeopardy",
+ "car insurance",
+ "raquel rodriguez",
+ "jonas brothers tour",
+ "will mcdonald",
+ "gol caracol en vivo",
+ "brian callahan",
+ "betty white",
+ "kelvin sheppard",
+ "deep sea snailfish",
+ "jordan love contract",
+ "tyler holton",
+ "fred armisen",
+ "foxsports",
+ "bernie sanders",
+ "hortman minnesota",
+ "turkey italy volleyball",
+ "keaton mitchell",
+ "vanessa bryant",
+ "njoku",
+ "aehl stock",
+ "post malone tour",
+ "nfc west",
+ "travis hunter wife",
+ "moisés caicedo",
+ "patriots roster",
+ "lumber prices",
+ "blackrock",
+ "내일 날씨",
+ "al east standings",
+ "ashton kutcher",
+ "dc weather",
+ "rbrk stock",
+ "nazareth academy",
+ "dylan beavers",
+ "corinthians x athletico-pr",
+ "nadal",
+ "adolescence netflix",
+ "sex education",
+ "joe brady",
+ "packers inactives",
+ "colin jost",
+ "alex vesia",
+ "ryan bergert",
+ "etsy witch mariners",
+ "robinhood stock",
+ "aerial powers",
+ "the town",
+ "rob refsnyder",
+ "pge outage",
+ "sean avery",
+ "meg stalter",
+ "joyline chepngeno",
+ "natalie portman",
+ "luke farrell",
+ "pff rank",
+ "polymarket",
+ "breach",
+ "ynet",
+ "dakota fanning",
+ "boise weather",
+ "togo vs sudan",
+ "daniel palencia",
+ "mcdonalds extra value meals",
+ "courtney williams",
+ "abc7",
+ "paul goldschmidt",
+ "denver weather",
+ "unc university",
+ "scott van pelt",
+ "mental health",
+ "heath ledger",
+ "salt lake city",
+ "kevin mier",
+ "nicolás otamendi",
+ "dodger standings",
+ "emirates airlines",
+ "mario gabelli",
+ "kyle larson",
+ "robert f kennedy jr",
+ "san francisco weather",
+ "dazn",
+ "deportes",
+ "ads",
+ "earthquake los angeles",
+ "karan aujla",
+ "broderick jones",
+ "semafor",
+ "isaiah neyor",
+ "burgos - u. d. las palmas",
+ "chime card",
+ "nn",
+ "cam jordan",
+ "francesca jones",
+ "tyler johnson",
+ "tiki barber",
+ "eder smic valencia",
+ "mariska hargitay",
+ "lck",
+ "edward enninful",
+ "benin vs lesotho",
+ "colts schedule 2025",
+ "milly alcock",
+ "today's weather",
+ "maha",
+ "chicago pd",
+ "corky scholl",
+ "cc sabathia",
+ "spencer torkelson",
+ "meta",
+ "broadcom stock",
+ "bomb threat",
+ "steven spielberg",
+ "peter dinklage",
+ "la knight",
+ "robert kraft",
+ "angelina jolie",
+ "telemundo deportes ahora",
+ "glock",
+ "a'ja wilson",
+ "panthers depth chart",
+ "thielen vikings",
+ "ashley hinson",
+ "southern charm",
+ "lufthansa",
+ "william frattalone",
+ "old farmer's almanac",
+ "football night in america",
+ "solana sierra",
+ "ombudsman",
+ "xavier watts",
+ "pick 6",
+ "lucky for life",
+ "sf weather",
+ "zach tom",
+ "jeremiah jackson",
+ "vita vea",
+ "ktla",
+ "buenos aires",
+ "équateur – argentine",
+ "detroit tigers magic number",
+ "business insider",
+ "ryan reynolds",
+ "camila osorio",
+ "wicked part 2",
+ "daiyan henley",
+ "mindy kaling",
+ "haason reddick",
+ "weather philadelphia",
+ "diego luna",
+ "ozzy osbourne death",
+ "sharon osbourne",
+ "hunter doohan",
+ "charles leclerc",
+ "lck",
+ "earthquake near me",
+ "chip kelly",
+ "ruby tandoh",
+ "andrew thomas",
+ "logan wilson",
+ "patriots kicker",
+ "joe rogan",
+ "derek stingley jr",
+ "the straits times",
+ "quinten timber",
+ "rappler",
+ "stephanie vaquer",
+ "julio rodriguez",
+ "klint kubiak",
+ "whiplash",
+ "asuka",
+ "fnma stock",
+ "jill scott",
+ "united center chicago",
+ "francois bayrou",
+ "todd bowles",
+ "xrp news",
+ "karen pittman",
+ "logos",
+ "cricinfo",
+ "florida lottery results",
+ "florida state seminoles football",
+ "aerial powers",
+ "eddie irvine",
+ "holly robinson peete",
+ "padres games",
+ "nfl game pass",
+ "tyrese haliburton",
+ "new york lotto",
+ "google stock price",
+ "corey fogelmanis",
+ "anthony guarascio",
+ "peter schrager",
+ "audacy",
+ "xavien howard",
+ "matlock",
+ "george raveling",
+ "rolex",
+ "cameron johnston",
+ "loveland",
+ "chris collinsworth",
+ "julio rodríguez",
+ "kurt russell",
+ "tyler phillips",
+ "hyatt",
+ "engagement rings",
+ "padres game",
+ "jim kelly",
+ "jakarta post",
+ "rodney anderson",
+ "david peterson",
+ "barclays center brooklyn",
+ "kent broussard lsu",
+ "changan",
+ "liza minnelli",
+ "gold",
+ "60 minutes",
+ "reese witherspoon",
+ "mortgage",
+ "weei",
+ "david duchovny",
+ "the voice",
+ "mar a lago",
+ "andy beshear",
+ "eugenio suárez",
+ "husker volleyball schedule",
+ "dirtbag billionaire",
+ "jerry seinfeld",
+ "brooklyn weather",
+ "nfl field goal record",
+ "last week tonight",
+ "pat bradley",
+ "andrew tate",
+ "aaron rodgers net worth",
+ "elandon roberts",
+ "the voice 2025",
+ "french open",
+ "jamarr chase",
+ "ollie gordon",
+ "connor heyward",
+ "crcl stock",
+ "elle fanning",
+ "meta",
+ "carlos alcaraz family",
+ "jamie dimon",
+ "kincaid",
+ "chris paddack",
+ "buffalo news",
+ "asst stock",
+ "espn activate",
+ "azerbaiyán - ucrania",
+ "weather boston",
+ "chase elliott",
+ "us open 2026 tennis",
+ "joby stock",
+ "janice tjen",
+ "antoine winfield jr",
+ "josh bell",
+ "cameron douglas",
+ "5",
+ "todd chrisley",
+ "jason alexander",
+ "tracy morgan",
+ "ads",
+ "golden gate bridge",
+ "barton college",
+ "eintracht frankfurt vs real madrid",
+ "qatar vs russia",
+ "clay holmes",
+ "st elmo's fire",
+ "ro khanna",
+ "justin jefferson net worth",
+ "brandon marsh",
+ "andri guðjohnsen",
+ "bélgica - kazajistán",
+ "adam driver",
+ "kevin hassett",
+ "heathrow",
+ "joanna gaines",
+ "martin sheen",
+ "尼泊尔",
+ "speed",
+ "alcatraz",
+ "savion williams",
+ "mstr",
+ "virginia beach",
+ "domenico tedesco",
+ "hanshin tigers",
+ "andorra",
+ "local weather",
+ "loan",
+ "dsy stock",
+ "survivor",
+ "audrey nuna",
+ "detroit lions teslaa",
+ "theo johnson",
+ "horror nights",
+ "kelly ripa",
+ "switzerland",
+ "triple h",
+ "daniel day lewis",
+ "prince harry",
+ "monday night football song",
+ "reggie miller",
+ "london",
+ "jets offensive coordinator",
+ "baylen out loud",
+ "interland",
+ "finland vs georgia",
+ "nick sogard",
+ "byu cougars football",
+ "breeze airlines",
+ "silksong double jump",
+ "quay walker",
+ "darnell washington",
+ "4th amendment",
+ "bears offensive coordinator",
+ "gen x",
+ "vuelta espana",
+ "orioles score",
+ "maurice tempelsman",
+ "lions roster",
+ "curacao",
+ "kevork kechichian",
+ "tyler allgeier",
+ "auto accident attorney",
+ "bubba chandler",
+ "weather boston",
+ "ben affleck",
+ "schd",
+ "jose siri",
+ "michael cole",
+ "nick sogard",
+ "bubba wallace",
+ "zamosc",
+ "prizepicks",
+ "interest rates",
+ "sly stallone",
+ "dominican republic",
+ "andy borregales",
+ "will johnson",
+ "portugal game",
+ "vuelta espana",
+ "cam little",
+ "colin cowherd",
+ "lori vallow",
+ "ed",
+ "saints uniforms",
+ "kasper hjulmand",
+ "orlando pride vs chicago stars",
+ "austin wells",
+ "julio rodríguez",
+ "sammy sosa",
+ "emily deahl",
+ "jokes",
+ "fortnite servers",
+ "nfl kickoff rules",
+ "liverpool vs everton",
+ "weather brooklyn",
+ "houston dash vs san diego wave",
+ "dr joseph ladapo",
+ "kosovo",
+ "weather orlando",
+ "carlos sainz",
+ "crypto exchange binance",
+ "fernando alonso",
+ "hailee steinfeld wedding",
+ "ghost of yotei",
+ "buzzfeed",
+ "kia tigers",
+ "mason rudolph",
+ "the paper reviews",
+ "viva aerobus",
+ "weather new york",
+ "japanese festival houston",
+ "east carolina football",
+ "toni bryant",
+ "kimi antonelli",
+ "stephen wilson jr",
+ "nasa",
+ "gwendoline christie",
+ "sam querrey",
+ "face the nation",
+ "blake corum",
+ "courtney love",
+ "seattle reign fc vs washington spirit",
+ "iren stock",
+ "rivian stock",
+ "pick 4",
+ "billie piper",
+ "cory booker fiance",
+ "rapp stock",
+ "rfk jr voice",
+ "jack schlossberg",
+ "fraser bohm",
+ "alex orji",
+ "facundo",
+ "uta",
+ "tyrone tracy jr",
+ "ricky pearsall shot",
+ "ndtv",
+ "laporta",
+ "aa",
+ "jacksonville jaguars stadium",
+ "victor cruz",
+ "hawaii news now",
+ "mta",
+ "michelle pfeiffer",
+ "esteban ocon",
+ "marsai martin",
+ "lck",
+ "singapore",
+ "the walking dead",
+ "rex ryan",
+ "ll",
+ "cincinnati reds game",
+ "mi lottery",
+ "maria salazar",
+ "battlefield 6 release date",
+ "tuesday morning",
+ "alex smith",
+ "wmur",
+ "5",
+ "eric tarpinian-jachym",
+ "hollywood bowl",
+ "togo",
+ "turkey",
+ "dodgers orioles game",
+ "minnesota golden gophers football",
+ "colts owner",
+ "iron hill brewery",
+ "mason graham",
+ "inflation data",
+ "robert pattinson jennifer lawrence movie",
+ "cyberpunk 2077",
+ "andy pages",
+ "hurricane gabrielle forecast models",
+ "sean o'malley",
+ "autism",
+ "hawaii news now",
+ "colleen hoover",
+ "lucky for life",
+ "news4jax",
+ "wta rankings",
+ "man utd vs leicester city",
+ "joe jonas",
+ "pittsburgh weather",
+ "cincinnati weather",
+ "lincoln riley",
+ "tom homan",
+ "hawaii news now",
+ "new covid symptoms",
+ "jonas brothers los angeles",
+ "micah parsons number",
+ "singapore",
+ "tribune review",
+ "graham platner",
+ "the boys",
+ "florida state seminoles football",
+ "charlotte weather",
+ "timothy sykes",
+ "lg twins",
+ "andrew garfield",
+ "jokes",
+ "chuck e cheese arrested",
+ "3",
+ "ejae",
+ "31 atlas",
+ "new",
+ "iran",
+]
+
+import re
+import json
+import csv
+import requests
+from concurrent.futures import ThreadPoolExecutor, as_completed
+
+session = requests.Session()
+
+HEADERS = {
+ "User-Agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 "
+ "(KHTML, like Gecko) Chrome/118.0.0.0 Safari/537.36"
+}
+
+API_URL = "https://www.youtube.com/youtubei/v1/search"
+API_KEY_RE = re.compile(r'"INNERTUBE_API_KEY":"(.*?)"')
+CLIENT_CONTEXT = {
+ "context": {
+ "client": {
+ "clientName": "WEB",
+ "clientVersion": "2.20240722.00.00"
+ }
+ }
+}
+
+def parse_videos(obj):
+ results = []
+ if isinstance(obj, dict):
+ if 'videoRenderer' in obj or 'shortsRenderer' in obj:
+ v = obj.get('videoRenderer') or obj.get('shortsRenderer')
+ title = v.get('title', {}).get('runs', [{}])[0].get('text')
+ video_id = v.get('videoId')
+ length = v.get('lengthText', {}).get('simpleText') if 'lengthText' in v else None
+ secs = 0
+ if length:
+ parts = length.split(':')
+ for p in parts:
+ secs = secs * 60 + int(p)
+ results.append((title, f"https://www.youtube.com/watch?v={video_id}", secs, video_id))
+ for v in obj.values():
+ results.extend(parse_videos(v))
+ elif isinstance(obj, list):
+ for v in obj:
+ results.extend(parse_videos(v))
+ return results
+
+def fetch_highest_resolution(video_id):
+ url = f"https://www.youtube.com/watch?v={video_id}"
+ try:
+ resp = session.get(url, headers=HEADERS, timeout=10)
+ resp.raise_for_status()
+ match = re.search(r'ytInitialPlayerResponse\s*=\s*({.*?});', resp.text)
+ if not match:
+ return "N/A"
+ data = json.loads(match.group(1))
+ formats = data.get("streamingData", {}).get("formats", [])
+ max_res = 0
+ for f in formats:
+ if "height" in f and f["height"] > max_res:
+ max_res = f["height"]
+ return f"{max_res}p" if max_res else "N/A"
+ except Exception:
+ return "N/A"
+
+def fetch_more_results(continuation, api_key):
+ try:
+ resp = session.post(
+ f"{API_URL}?key={api_key}",
+ headers=HEADERS,
+ json={**CLIENT_CONTEXT, "continuation": continuation},
+ timeout=10
+ )
+ resp.raise_for_status()
+ data = resp.json()
+ videos = parse_videos(data)
+ cont = None
+ try:
+ cont = data['onResponseReceivedCommands'][0]['appendContinuationItemsAction'] \
+ ['continuationItems'][-1]['continuationItemRenderer'] \
+ ['continuationEndpoint']['continuationCommand']['token']
+ except Exception:
+ pass
+ return cont, videos
+ except Exception:
+ return None, []
+
+def get_recent_videos_for_term(term, max_videos=100):
+ url = f"https://www.youtube.com/results?search_query={term.replace(' ', '+')}&sp=CAI%253D"
+ print(f"\nFetching for term '{term}': {url}")
+ resp = session.get(url, headers=HEADERS)
+ html = resp.text
+
+ api_match = API_KEY_RE.search(html)
+ if not api_match:
+ print("Could not find API key for term:", term)
+ return []
+ api_key = api_match.group(1)
+
+ data_match = re.search(r'var ytInitialData = ({.*?});</script>', html, re.DOTALL)
+ if not data_match:
+ print("No ytInitialData found for term:", term)
+ return []
+ data = json.loads(data_match.group(1))
+
+ videos = parse_videos(data)
+
+ try:
+ cont = data['contents']['twoColumnSearchResultsRenderer']['primaryContents'] \
+ ['sectionListRenderer']['contents'][-1]['continuationItemRenderer'] \
+ ['continuationEndpoint']['continuationCommand']['token']
+ except Exception:
+ cont = None
+
+ while cont and len(videos) < max_videos:
+ cont, more = fetch_more_results(cont, api_key)
+ for vid in more:
+ if len(videos) < max_videos:
+ videos.append(vid)
+ print(f" Got {len(videos)} so far for '{term}'...")
+
+ final_videos = []
+ with ThreadPoolExecutor(max_workers=20) as executor:
+ future_to_vid = {executor.submit(fetch_highest_resolution, vid_id): (title, url, secs)
+ for title, url, secs, vid_id in videos[:max_videos]}
+ for future in as_completed(future_to_vid):
+ title, url, secs = future_to_vid[future]
+ res = future.result()
+ final_videos.append((title, url, secs, res))
+
+ return final_videos
+
+all_rows = []
+MAX_CONCURRENT_TERMS = 5
+
+with ThreadPoolExecutor(max_workers=MAX_CONCURRENT_TERMS) as executor:
+ future_to_term = {executor.submit(get_recent_videos_for_term, term, 100): term for term in search_terms}
+ for future in as_completed(future_to_term):
+ term = future_to_term[future]
+ try:
+ vids = future.result()
+ if vids:
+ avg = sum(v[2] for v in vids) / len(vids)
+ print(f"Average for '{term}': {avg/60:.2f} minutes over {len(vids)} videos")
+ for title, url, secs, res in vids:
+ all_rows.append((term, title, url, secs, res))
+ else:
+ print(f"No videos found for '{term}'.")
+ except Exception as e:
+ print(f"Error fetching term '{term}': {e}")
+
+with open("results.csv", "w", newline="", encoding="utf-8") as f:
+ writer = csv.writer(f)
+ writer.writerow(["term", "title", "url", "duration_seconds", "highest_resolution"])
+
+ for future in as_completed(future_to_term):
+ term = future_to_term[future]
+ try:
+ vids = future.result()
+ if vids:
+ for title, url, secs, res in vids:
+ writer.writerow((term, title, url, secs, res))
+ except Exception as e:
+ print(f"Error fetching term '{term}': {e}")
+print("\nWrote results to results.csv")
diff --git a/scripts/indexer.py b/scripts/indexer.py
@@ -0,0 +1,55 @@
+import subprocess
+
+results = subprocess.run(["bash" , "-c", "stat posts/* --format '%n %W'"], capture_output=True)
+stdout = results.stdout.decode('utf-8')
+
+lines = stdout.split("\n")
+
+class File:
+ def __init__(self, file_name, time):
+ self.file_name = file_name
+ self.time = time
+
+ if len(file_name.split(".")) > 1:
+ self.extension = file_name.split(".")[-1]
+ else:
+ self.extension = ""
+
+ with open(file_name, "r") as file:
+ self.title = file.readline().replace("#", "")
+
+ def __lt__(self, other):
+ return self.time < other.time
+
+ def __str__(self):
+ return f"=> https://blog.laack.co/{str(self.file_name)} {self.title}"
+
+files = []
+
+for line in lines:
+ if line:
+ split = line.split(" ")
+ file = File(split[0], int(split[1]))
+ files.append(file)
+
+
+files.sort()
+file_out = ""
+
+for file in files:
+ if file.extension == "gmi" and file.file_name != "posts/index.gmi":
+ file_out += str(file)
+
+
+
+site = f"""
+
+
+## Most Recent Blog Posts
+
+{file_out}
+"""
+
+with open("posts/index.gmi", "w") as file:
+ file.write(site)
+
diff --git a/sustainability-of-youtube.gmi b/sustainability-of-youtube.gmi
@@ -1,28 +0,0 @@
-# The Sustainability of YouTube
-
-## Context
-
-I dislike using cloud services because they may discontinue my service [1]. This concern, along with concerns about privacy [2], has led me to keep information, and content, I care about away from cloud services. This does make me wonder, how many people would be distraught about the loss of their content if YouTube terminated their account? This is not the topic today, nor is it something I can easily answer, but it is important context for the way I think about these services.
-
-Similarly, I am skeptical of 'free' services. It's incorrect to say "if something is free you are the product" because charity does exist, but when it comes to Google, they aren't a charity. Their current model with YouTube is to have people upload videos to their site and show ads prior to some users watching said videos [4]. Notice though that they do not purge content on a regular basis except for the exception of ToS violations. As such, there is a (nearly) monotonically increasing function that describes the storage requirements of YouTube. Along with this, there are hard limits for the density of information storage [4] and limited growth potential for the company to sustain their data storage. This leads to my question posed below.
-
-## Question
-
-When will YouTube be forced to start purging content?
-
-## Hypothesis
-
-My inclination is the physical limits of the universe constraining information density are not the bottleneck for their data storage problems. I suspect the cost of maintaining (resilient) data centers for video storage will be the bottleneck. My unresearched guess is they have ~10PB of data uploaded and compressed onto their servers per day. I think I can buy 1TB of storage for ~$10 if I buy a larger HDD so it might cost me ~$100,000 to buy enough hardware the data uploaded to their servers in one day. I would also assume they get a substantial discount on their drives, but they also need redundancy and a location to keep them.
-
-This cost seems trivial compared to the compounding cost of maintaining large scale data storage so I don't think it should be taken into account for my hypothesis. If they need to replace drives on average every 6 years this amounts to ~$1,666,666/exabyte/year. I'd also think all supporting costs add up to approximately $2,000,000 per year. I suspect YouTube's max potential earnings are ~$300,000,000,000 per year, regardless of external factors. This leads me to believe YouTube may only be able to support ~81,818 exabytes of data. At my assumed current rate of 10PB saved to their servers per day we find they will be forced to start purging content from their service in 22,416 years. Man, I was not expecting such a high number... Let's start the research and see how far off my prediction is!
-
-## Findings
-
-## Conclusion
-
-## Citations
-
-[1] - Example of cloud service discontinuation
-[2] - Privacy concerns
-[3] - YouTube business model
-[4] - Limits of information storage
