raw_avocado
Alex Waltz

Bitcoin Researcher & Filmmaker. | My latest discoveries: https://1stbitcoinminer.com/

Public Key

npub1pu5pjm8dzqjtul8t84a3jsehh78jreadp297sqa3as98c5hfym0qu6pn0a

Profile Code

nprofile1qqsq72qednk3qf970n4n67cegvmmlrepu7ks4zlgqwc7cznu2t5jdhspr9mhxue69uhhwmm59e3k7erfdenkzun9desjuar0wqq3samnwvaz7tmjv4kxz7fwwdhx7un59eek7cmfv9kqltss6s

Publishing to

wot.codingarena.top

relay.snort.social

relay.damus.io

Author Public Key

npub1pu5pjm8dzqjtul8t84a3jsehh78jreadp297sqa3as98c5hfym0qu6pn0a

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Last Notes

2026-07-31 11:33:17 UTC

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Step up to do what?

2026-07-31 11:16:50 UTC

The search range for a CC(Mk4/Q/Mk5) seed is ~2^32.
This is the first difficulty Bitcoin started with.
So finding 1 CC seed is as hard as finding a Bitcoin Block in 2009.
(practically times a few other variables)

2026-07-29 16:06:00 UTC

Looking for someone to record a voiceover for a Bitcoin commercial.
Gig pays.
https://blossom.primal.net/d5bf8f223d0cf42c233d820c246be929b13fa186f8b6b15d19636b2699ef6264.mp4

2026-07-16 16:54:35 UTC

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I mean here is worst than X.
I always reply to every comment I get.

2026-07-16 14:40:01 UTC

Most people run two mental processes:
1) how can I connect buzzwords?
2) how can I reply with a whatabout-ism?

2026-07-15 22:16:43 UTC

Yooo I just won the Grand Prize for @nprofile…8syn Bitcoin History Month.
Thanks to the judges :*
https://blossom.primal.net/14c1ff094e4c5ff1cf7411c8f496f67d9ad04261d831bc945300dd6f87b12334.png

2026-07-08 14:30:38 UTC

That time Gregory Maxwell sent 21M bitcoins to himself.
https://blossom.primal.net/f4360f7ae909a191296882e5e02a5586af564014aad5529aa1b5555b9a0383e1.mp4

2026-07-06 14:08:37 UTC

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Yoooo check it out.
I talked to Marty about my latest discoveries!
#nevent1q…wqu7

2026-07-06 09:06:32 UTC

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Mind sharing some info :)

2026-07-06 09:05:57 UTC

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Interesting.
Is there any way you can chart some data somehow that shows the improvement along side when LLMs got good?
Thing is LLMs got sure usable 'bout Jan this year, but I think they were capable to help with reproducibility task quite some months before.

2026-07-06 06:15:49 UTC

Because of LLMs the reproducibility of software should have gotten better.
1) they can help you make your software reproducible
2) they can verify even convoluted builds, by setting up environments etc
Did it?

2026-07-04 08:52:11 UTC

There seem to be some new private emails from Satoshi with Nicholas Bohm.
Why this article does not link the sources?
Very bad practice, not making it trustworthy?
hat is the sources of these emails that make us trust they are the real ones?
https://satoshitimes.com/bohm/

2026-07-02 17:18:42 UTC

What everyone knows about Bitcoin's Launch is wrong.
https://blossom.primal.net/921fa1a2521d7b229870312abf42e724b91386e94382ba2b3376fac68ac43bb9.mp4

2026-07-02 04:36:54 UTC

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I never said i want for free.
I wanted something I can pay per mb

2026-07-01 08:17:30 UTC

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I have compressed it very aggresively. I wont do it less than 700mb.
I do not want to setup anything.
I dont want to spend time configuring things, I wan to spend time filming things.
Learning is not a problem I am very technical, and I have LLMs, I just want something that works.
And plus now I have this VPS, and other things and now i need to worry about bandwidth CNDs etc.

2026-07-01 07:47:12 UTC

This is the 3rd consecutive day I have been trying to post my 12 minute video natively here.
Still could not get it to worked.
Primal wants me to pay 1 year upfront, nop.
Nostr.build, 450mb file limits, so not usable, also pay 1 year upfront.
My video is 12 min 700mb.
Is there really no way to do this?

2026-07-01 07:31:12 UTC

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I dont care to set my own relays.
I just want something that works, that I dont have to pull my hair everytime I push a buttom.
But I dont want to pay 1 year upfront, want to see if its actually better.
I suppose I could run an virtual device in android studio and use Amethyst , but now i am spending time on non filming things.
I am have to put in EXTRA TIME to share content here.
For 3 days i am trying to post my video here, still no fucking solution.
This is why no one uses nostr.
I am really not trying to throw rocks at you, but I think your standards for the experience are low because you work on these things and are emotionally invested.

2026-07-01 05:05:44 UTC

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Right, well i only have problems with lag, and premium sub has better relays.

2026-07-01 05:05:05 UTC

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This its better relays and more storege, which i am interested in.
But seems the only way to get 1 month is via debit card, if i want with btc i have to pay 1 year.
https://blossom.primal.net/1837e4b5913bd8df240f045cd2ca8000791ac482cc90854d4f27d020f0260dcb.png

2026-07-01 01:54:21 UTC

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Because i want to try it and see how it is.
Seems like really obvious no?

2026-07-01 01:07:16 UTC

Is there really no way to buy a primal sub for just 1 month?

2026-07-01 01:01:51 UTC

#nevent1q…ptcd

2026-07-01 01:00:37 UTC

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Hey Mike,
Thanks for taking the time to write all of this up.
I am quite familiar with host nostr works, but context is always appreciated.
So the short answer is pay for better relaying. Got it.
Things is that every single person that talks about nostr talks in this very positive way, but no one ever mentions this, so I must imagine they are light users, which makes sense, most users will be light users.
Re primal specifically since you mentioned it, last week when I launched a very important project, it did not work. You push a button and did nothing, so I doubt that was because of not using premium tier.
But clearly this was just an unlucky coincidence and they had infra problems.
But clearly the main annoyance is the delta between my expectations and reality.
But in my defence the expectation set by people is that its almost 1:1 on x.

2026-06-30 20:14:33 UTC

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ok, im fine with paying for relays(though 99.99% of people wont)
So how can i get this decent experience with free relays?
How can i trouble shoot this?
What can I do to actually make it better?
Like give me an active thing to do.

2026-06-30 19:53:12 UTC

So now I am using Jungle and Primal, and some notifications show up on one but not the other.
Also both laggy, and i have to press buttons more than once sometimes.
I get that there is no consensus for clients, but this is very unusable.
It also seems to me that both clients could try to discover posts more aggressively.
Is this a not-enough-resources-for-servers/relays problem, or something else?
Please, I am not interested in getting told how great this is, or how it’s not a problem for some of you, or that I should build it myself, or any equivalent defensive bullshit.
I am someone who uses social media heavily, and I put a lot of effort and money into creating content, so I want an app that actually works.
In fact, it needs to work at least 10x better than X for me to switch.
I am genuinely asking these questions because I want to understand what is causing these problems.
There is no way I am the only person that has these problems and is bothered by them.

2026-06-28 00:37:18 UTC

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Thats the tipical finger print for pleb slop. Listen to other podcast :P
I think it depends on how much processing you do. Its like an image if you add artefacts and make look less plasticky you cant tell, or very hard.

2026-06-27 17:33:10 UTC

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Sorry no able normie.

2026-06-27 16:59:52 UTC

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You are so retarded that any form of criticism or pointing out something that is not cumbaya means drama.
The only way things get better is by fixing problems.

2026-06-27 15:21:46 UTC

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2nd person reccomending this.
Will try 10x

2026-06-27 14:07:37 UTC

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Oh, I did not know this.
I saw in the settings relay settings and i presumed its a client that works in browser.
So what is good desktop client then?

2026-06-27 00:36:31 UTC

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Ok, Ill try this.

2026-06-26 22:10:52 UTC

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So you have a app client that works better? If so do share the name and github.

2026-06-26 21:39:25 UTC

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I dont have time for this. I make videos.
I want a place to post things and talk to people.

2026-06-26 21:36:05 UTC

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I never said I used damus. Not recently anyway.
I prefer a web client, hence.

2026-06-26 20:26:02 UTC

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Every thing is choppy and laggy.
And buttosn dont work. Like i could not reply to notes
I mean litterally every action i use on the wbesite does not laod, then loads i have to press 2 times, then i have the same thing psoted.
I meant it every button works non-determiniscally
But can you answer directly the servers quesion?
Like what is the sitaution with servers for relays, like CDNs bandwith and stuff.
I suspect thats the big problem?

2026-06-26 20:23:51 UTC

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I'm not a pleb motherfucker!

2026-06-26 18:02:20 UTC

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Right but you have a total of 14 notes posted.
It does not look like you use it that much?

2026-06-26 17:35:33 UTC

I honestly do not understand how people use nostr every day and claim they dont need twitter.
EVERYTHING is broken, nothing works.
Btw, i am not a hater, I used nostr from the 1st ever damus client on mobile and have tried ever since.
But if you need to use social media to distribute ideas to people, this is unreliable.
Why is this not fixable?
(genuenly asking)
I understand that you have to talk to relayes and move data around, but the reason its bad and unreliable today is it because servers not good enough?
Could this be solved by throwing more money at it, and have better CDNs?

2026-06-26 17:17:51 UTC

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Thank you!

2026-06-25 08:28:08 UTC

I said I had problems with nostr. I could see the feed but could not post anything.
I was using primal in web login with nsec.
Switched to nostr.com now this works with no problems.
I don't get why is this hard to do?
Not asking passive aggressively, genuinely curious.

2026-06-25 08:24:25 UTC

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RIP BITCOIN!

2026-06-25 08:24:11 UTC

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I mean you COULD click on the video and see, or read the paper on the website

2026-06-25 08:23:06 UTC

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1) they dont flicker
2 I can change the color and intensity via app

2026-06-25 08:22:29 UTC

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Thanks buddy

2026-06-25 08:22:18 UTC

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Thanks bro

2026-06-25 08:22:07 UTC

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Thanks bud

2026-06-24 21:01:37 UTC

I can not post replies to any note.
i am using primal, i logged in a fresh browser, avoid old cache.
Is this normal? Is this how everyone uses nostr?
What am I doing wrong? Help?

2026-06-24 20:41:34 UTC

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Thanks. The lamps have lightbulbs that are $100 a pop. WIll get more for lightbulbs :P

2026-06-24 17:07:05 UTC

Yooo I made a forensic investigation into Bitcoin’s launch and I made 3 discoveries.
https://www.youtube.com/watch?v=7bZo3wuYCpE

2026-06-24 15:52:55 UTC

Would have loved to post this here natively, but im limited by the 100mb file limit.
https://x.com/raw_avocado/status/2069786136998785412

2026-06-19 17:34:19 UTC

Replying to multiple specific things an agents says sucks ass.
There needs to be a way where you can select multiple paragraphs, and reply to each one, and you can continue this differentiation in the conversation.
Out of N things you address you will endup focusing on one and then the others get lost and you have to scroll, back.
One easy fix is to pin/hold on to a specific selection in the chat.
(have multiple pins different colours)
When you click on it it ads it in the chat box and you reply to it.
When done with it you click on it do drop it.
---
This is VERY easy to implement, but even if i write this I have to convience openai/anthropic to implement it.
I think easiest option would be some kinda of vscode extension?

2026-06-16 11:45:54 UTC

I'm sure we all though at some point that a Bitcoin LLM would be great.
https://delvingbitcoin.org/t/a-bitcoin-native-llm-dataset-architecture-and-open-questions/2550

2026-04-16 15:21:26 UTC

Did you know the NSA published a Cryptocurrency Paper 12 Years Before Bitcoin? https://blossom.primal.net/f9daf2d99686733c8950095925c4158419df75dbaf30b768fa67d1db4b56b735.png

2026-04-05 08:55:39 UTC

Satoshi Nakamoto rurns 51!
5th April 1975 is considered Satoshi's birthday.
This is known because his profile on the p2pFoundation says so.
But no exact date is display so where does the 5th of April come from?
There is no snapshots from 4th to 5th April in same year available :(
But using these 4 snapshoots on the archiving sites, we can deduce with 100% certainty the DOB is 5th of April.
- 3 April 2014: 38
- 4 April 2014: 38
- 28 May 2014: 39
- 5 April 2015: 40
3 & 4 April 2014, he was 38
Hadn’t turned 39 yet - birthday after 4 April
28 May 2014, he was 39
Birthday is before May 28.
5 April 2015, he was 40
Birthday is on or before April 5, but after 4th, which means the 5 is DOB
Since he was 39 in 2014, he was born in 1975.
Worth noting the 1st person to point this out was gwern on reddit in 2014.
https://blossom.primal.net/b8facf8f4f5a384b5641060ffec699793f71d628c787d308c5a10cf5e419fd28.jpg
https://blossom.primal.net/371f1052b760aeca2c960664e7c4c2f1227591533e23fcc387cc2a237d57d5cf.jpg
https://blossom.primal.net/3fdd5d57e85cf3ff8022a5fbe830f9319ca5588127f2c006256ccb2dc950ef3f.jpg

2026-02-22 01:52:47 UTC

I am very new AI stuff, so may be missing something.
Is reinforcement learning not an amazing tool to find strange Bitcoin consenseus bugs and edge cases?
I mean is consenseus written in the code not a super verifiable problem?
If yes, its fairly trivial and quite low cost to implement something like this.
So we should do it ASAP, as an adversary could do this with ease and attack Bitcoin.

2025-12-16 17:45:24 UTC

This is what buying Bitcoin looked like in 2011.
1BTC = $3.5 https://blossom.primal.net/b6d6fcab29e6bec342c35e9d06d454d6da455f606295367d2e2eccf62987ddaa.png

2025-12-15 17:47:11 UTC

Did you know?
The coinbase TX with most outputs (919) was mined by Eligius Pool(now Ocean ) on 2011-06-27?
f36222943ad100899acbd8300f943ee2c127babef879d8a3c0696c0d914e04ca https://blossom.primal.net/89b86316f317f02a55a8415be05ff657d11a6054f31015a53751396820480c0a.png

2025-08-15 10:35:28 UTC

I think I solved the mistery of why Satoshi used different endianess in various places. :D

2025-08-05 14:31:07 UTC

Sony α7IV + Helios 44M-4
https://blossom.primal.net/ca29da57d31b997abb15937dfb6d8363b466050260875920f8f1317a50a181be.jpg

2025-08-05 14:16:23 UTC

LNPoS @nprofile…elle that was used by Room 77 for Bitcoin payments.
10 Jul 2019
https://blossom.primal.net/ad1953d8bda446bda9214c69913277b0772aa751016a5490c0cfa2246b35a1f7.jpg

2025-08-04 13:09:15 UTC

The legendary Bitcoin Bar - Room 77
One of the 1st places in the world to accept Bitcoin.
Did not accept Bitcoins from Coinbase.
Pictures from 30 Aug 2018.
https://blossom.primal.net/ef6044cfc18d7777c2b792302db8ba2eb57d7ad6286597a7bf5c050fde7e3910.jpg
https://blossom.primal.net/91a91cdcf8abf5a18698894f1ba4612cc5f5fffec6a6f6d521d0aaf39160e812.jpg

2025-08-03 14:06:27 UTC

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I kinda developed a habbit of visually parsing the 1st 2 sentances, and now I ignore them (with chatGPT)
Interesting is that Grok does not do this, and it's way more disagreable than any other LLMs I tried. In fact if I say something that is obviously incorrect it will point that out, where as chatGPT it's like rationalising a way to agree with me.
As for using other LLMs they were pretty much unusable(for the tasks I was doing), and local ones similary not smart enough.

2025-08-03 13:57:45 UTC

John Newbery talking about the newly released Bitcoin Core 0.17
2nd London BitDevs meetup
16 Aug 2018
(not yet called BitDevs) https://blossom.primal.net/0c3ea03884b8412093d5eefb4206302a60806e3356fd1a0f2ee0377246126005.jpg

2025-08-03 13:36:30 UTC

https://blossom.primal.net/09548c60f962cd6a384c55aa9cfc0e929a0456268862bf4b3d963fe0e6ad49cc.jpg

2025-08-02 14:54:14 UTC

One things nostr is definetly better than Twitter is posting pictures.
The picture are less compressed and thus better quality.
However the previewing crop feature needs improvement(at least in primat) https://blossom.primal.net/2da1a4bd14cceda2d2f386d9349bd8bb4b0603e8f99204bc3124cd775570665c.jpg

2025-08-02 14:52:22 UTC

Sony α7IV + Zuiko 50mm, 1: 1.8
[1/125s, ISO1000] https://blossom.primal.net/8a4ba427c94a46dac24c9e9f830ea591c9d353542b0b44a976172668869c8264.jpg

2025-08-02 13:43:50 UTC

Bitcoin ATM by GENERAL BYTES
2 Sep 2017.
1 BTC = £3,891
Today: 1 BTC = £85,270 (21x increase!)
https://blossom.primal.net/6fecfe7819b17353e7a15bc8ad044ebef6a1e29fa8217661bc1d980ad1591d9e.jpg

2025-08-01 15:03:59 UTC

Sony α7IV + Zuiko 50mm, 1: 1.8
[1/125s, ISO1600] https://blossom.primal.net/3bc5ec8ee02eaaafa6df0eeb2096ff1d4ebf320e8707a09803752b4e022453b3.jpg

2025-08-01 14:34:45 UTC

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All features are equaly important, if you remove any of the bitcoin breaks. ;)

2025-08-01 14:33:47 UTC

@nprofile…nh56 when it was called Bitsquare.
1 BTC = $786
18 December 2016.
https://blossom.primal.net/1f237f72d528d51d82fc0bd18042e3f47a055921183f275a39674bb0873fc031.jpg

2025-08-01 12:11:17 UTC

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Are you retarded?

2025-08-01 12:01:46 UTC

It’s not clear if bitcoin is legal, but there is no company in control and no one to arrest.
Newyorker Article - October 2011 https://blossom.primal.net/9ef7d1b4835f7b0ca97b1554287a0e645047adadb8b6db58a0af4352eac65c60.png

2025-08-01 11:46:06 UTC

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Thank you, Sir.

2025-08-01 11:32:12 UTC

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No it is not, im just good at taking and editing photos.
Raw photos and outakes for #3 in lightroom.
https://blossom.primal.net/79531f57b1d353969f012bd16beb8d36790458e80a4c98e93af2b1a071eebd1c.png

2025-07-31 20:01:09 UTC

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I took and edited the pictures myself.

2025-07-31 16:07:36 UTC

Street photography.
https://blossom.primal.net/2ba0a607afa095370470ba5d1edaf973af53f2b5bf1cbf2b57b38f3ef5e1c0f5.jpg https://blossom.primal.net/a2e2c02c0c13f07b3b203361631e99b63241302cecbf44d3018be014ce1cb24e.jpg https://blossom.primal.net/f37d828fa7a6cc7bfe959ad383633f54138f952936f7f2b194637947de956b20.jpg https://blossom.primal.net/4a35951a96d22b10a34dd89873260e303300f274d8d0aabc9f02e560b5b02492.jpg

2025-07-31 13:06:06 UTC

#Reckless hat by @nprofile…pykq
Lightning hack day Berlin.
31 August 2018
https://blossom.primal.net/27aff8ad7bdd9d6a92eec590a4a0c7e67f1697a8dc812adc14c15b8e4ab058c2.jpg

2025-07-30 11:49:21 UTC

Coffee paid via LN from BitMEXResearch
The Lightning Conference Berlin.
19 October 2019
https://blossom.primal.net/bdb4be19b4742067b9d2e709e4563283427d7da06275cf39526fea9d27efe8e2.jpg

2025-07-29 13:49:50 UTC

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I did not like it either, but it was like OMG a bitcoin sign on the tube.

2025-07-29 13:23:23 UTC

Bitcoin commercial London Tube.
16 August 2017.
Pretty big deal back then. https://blossom.primal.net/0646e7ca5b30bf982d44e6b9a7cf6b9e852f13c81bd4c5c0bbd3ebdcfe797354.jpg

2025-07-29 11:22:01 UTC

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Patreon

2025-07-28 21:35:22 UTC

Getting books signed by Andreas
12 June 2019
https://blossom.primal.net/a4ac14533a45a20fe5f33b21ff8701d8e900315888e8261277508ee6db853db3.jpg
https://blossom.primal.net/694e782b1e1dcf81c1ee590868da30bcb43daa65c61c32835f98e56fbd48653d.jpg

2025-07-28 12:20:54 UTC

Post about Bitcoin in 2002.
"A kind of decentralized and secured system.
Gone would be the times that governments and banks can track and interfere with our money transfers.
... system would have a fixed total amount of money." https://blossom.primal.net/b5fc96197b1f523773758aaff5a8c80d68933c016d04461023a1698b9a720d62.jpg

2025-07-28 12:14:39 UTC

Someone poster about Bitcoin in 2002.
On a UK Google Group for finance.
It may have been Satoshi. https://blossom.primal.net/b5fc96197b1f523773758aaff5a8c80d68933c016d04461023a1698b9a720d62.jpg

2025-07-16 00:15:59 UTC

This is really coo!
https://quantumrekt.com/
Best thing to share when someone asks what's the deal with quantum and bitcoin?

2025-07-11 10:26:19 UTC

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You're in luck!
https://primal.net/e/nevent1qqsxg9hjx5cwu44deq5y04a5gzp2um3nacugjfluxwpcy97ueck7khqf6sgzv

2025-07-08 15:41:08 UTC

Just in case.
c726ae26f537e5d07478d679ffb8bc4c42f844fb56c0c8a6787d6a11aa0d27f8

2025-07-02 23:40:48 UTC

Whaddaya know, Donnie Brasco went on Joe Rogan.
Fuhgeddaboudit!
https://www.youtube.com/watch?v=ljqm4jVfcG4

2025-07-02 20:20:15 UTC

https://blossom.primal.net/3806e359b053a92b9ba0cd2b92865e0788631ea66cda9c39fe80cae8274fd695.jpg

2025-07-02 07:21:07 UTC

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I really dont get why people here on nostr do not want to admint we dont have good solutions for almost nothing, just workarounds.
The only way we will find solutions is if we admit there is a problem.

2025-07-02 01:10:31 UTC

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Publishign is not the problem anyone can broadcast a note.
The problem is storing it where no one can take it down.
And cost is a problem if you want to scale something to 100s milions of users.
You just have a hacky workardound that works because you are not scaling it.

2025-06-29 23:42:58 UTC

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So your solution for a decentralised and censorship-rezistance competitor to YouTube, is to use YouTube.
I really don't see how this is a solution to anything discussed in the thread.

2025-06-29 23:42:35 UTC

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So your solution for a decentralised and censorship-rezistance competitor to YouTube, is to use YouTube.
I really don't see how this is a solution to anything discussed in the thread..

2025-06-28 17:14:06 UTC

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I really want a solution for this, and I woud use it, even if not ideal just see what's what.
For the "real" solution we just need another Satoshi moment, so it should not be hard 🙃

2025-06-28 16:39:57 UTC

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Nvm the fact that, if i do this as a youtuber than I will have lets ay 100 even more videos per year, and now I have to host all of them.
Bottom line is storage scales exponentially.

2025-06-28 16:39:18 UTC

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I don't think you can incentivise people to store your videos, mostly because it scales WAY worse than storing the blockchain.
The main thing about poting videos you want them to be live years from now, and even if cost is low, mental cost is a problem.
We definetly have the tech for this, the problem is how do you make this in a thing that makes sense.
(bitcoin was in a similar position before it was created)
#nevent1q…wj8j

2025-06-28 16:35:06 UTC

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I cant even guarantee I will even host my videos, let alone others.
its equivalent to if everyone would give a dollar. . . .
And if you say rent a VPS, we are back to youtube model.
My point is that I don't think normal people will pay for this, when youtube offers it for free.
Unless they post constantly banned content, youtube will work for most.
The problem IMO is that the incentive to store videos is not the same as storring the blockchain, even more it scales 10^N worst than the blockchain storage.
The problem is not the tech, is the conext, I think.

2025-06-28 16:28:36 UTC

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It is still not obvious to me how you can guarantee the video will be up 1 year from now.
And if I would have to pay to incentivise seeders to keep my video up, or I would have to seed it, its unrealistic to think people will use that.
The reason YouTube pickedup is because you post and forget, and most people are ok with the trade-off.

2025-06-27 18:50:42 UTC

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I am not very familiar with the spec, but is the spec not refering strictly to signing/linking keys to a video?
The question still remains who will host the video?
The data has to come from someones server.
And if you want to offer experiance comparable to YouTube, those servers need to:
1) be fast
2) content will be persistent, like 5 months from now.
Futher more if you have 10k people using this the storage and bandwith scales with this number.
So still not obvious to me how exactly that can work.

2025-06-27 17:08:07 UTC

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I want this!
But the main question is how is the hosting going to be handled?
I mean you need a lot of server with lots of bandwith to deliver a decent experience.
Also heavy compression on videos is a bad things, no one enjoys videos with artefacts.