AI Spam Report Reference Thread

[Primark]

What's the verdict on Newbie Ribust?

I checked the posts of user Ribust on the sites mentioned in the OP. I'm highlighting what I found below. And your idea seems to be correct.

Bitcoin has become one of the most talked-about financial instruments on the planet. Every year, countless investors join the market with the aim of increasing their riches. But Bitcoin isn’t the golden goose you can make profits from quickly. It is a highly volatile instrument that demands knowledge, patience, and right risk management.

Before putting your money at stake, you have to learn a few basics first. Here are ten basic things everyone should know before buying Bitcoin.

Take time to know more about Bitcoin before investing your money into it.

Bitcoin is a cryptocurrency that operates independently from any governing body or banks. All transactions are verified using a network and documented on a blockchain.

Not knowing anything about whatever you invest your money into is one of the greatest mistakes an amateur can make.

I think it's very important to know these 10 things before investing in Bitcoin.

1. Never buy Bitcoin simply because someone told you to.
2.Only invest money that you can afford to leave untouched for years.
3.Think in years, not weeks.
4. Emergency funds and daily expenses should always come before Bitcoin investments.
5. Consistency often beats prediction.
6. Not your keys, not your coins.
7. Legitimate investing involves risk.
8. Emotional decisions often lead to poor results.
9. Trading is harder than it appears.
10. Personal responsibility is a core part of Bitcoin ownership.

Investing

• Long-term approach
• Focuses on Bitcoin's future value
• Requires less frequent monitoring

Trading

• Short-term approach
• Focuses on market movements
• Requires technical analysis and risk management
• Carries a higher risk of losses

I think investing is more suitable for most beginners than active trading.


Never make investment decisions solely based on social media posts, influencers, friends, or online predictions.
• Bitcoin fundamentals
• Market cycles
• Security practices
• Economic factors
• Historical performance

Bitcoin has created life-changing opportunities for many investors, but success rarely comes from luck. It comes from education, patience, discipline, and proper risk management.

Before investing, understand what you are buying, secure your assets, avoid emotional decisions, and develop a strategy that matches your financial situation.

Bitcoin can be a powerful long-term investment, but only for those who approach it with knowledge and realistic expectations.

Originality: 100% Confident That's AI
GPTZero: 87% Detected AI.
Sapling: 99% Detected AI.
StealthWriter: 66% Detected AI.
Quillbot: 50% of text AI likely AI
Copyleaks: 100% Detected AI.

I'm not sure if I should mention this here, but I posted it here because I couldn't find any other place to learn about these things.

A lot of Bitcoiners invest a significant amount of their time in researching various aspects like wallets, methods of seed phrases' backups, and hardware used. Nevertheless, there is one major thing that usually goes overlooked: does it even matter when a device itself is compromised?

A wallet may have excellent privacy features, open-source code, and strong encryption, but malware, keyloggers, remote access trojans, or fake software updates can still put funds at risk. In many cases, attackers do not target the wallet itself, they target the operating system and the user's behavior.

I think all of this raises a few important questions.
Which I have outlined below.

1. How much does device security contribute to overall wallet security?

2. Is a hardware wallet enough protection against a compromised computer?

3. What are the best practices for securing a Bitcoin wallet environment?

4. Do Linux users actually gain a meaningful security advantage?

5. What are the most overlooked security mistakes made by experienced Bitcoin holders?

I would like to hear opinions from both software wallet and hardware wallet users regarding the relationship between device security and Bitcoin self-custody.

Originality: 99% Confident That's AI
GPTZero: 100% Detected AI.
StealthWriter: 100 % Detected AI.
Zerogpt: 31%  Detected AI.
Quillbot:  6% of text is likely AI
Copyleaks: No AI  Detected.

Yearly, there are wallets that come into the market offering increased security, privacy, reduced costs, and enhanced user experience. The majority of individuals tend to be reluctant when trying out a wallet because the safety of their funds is their primary concern.

When a new wallet is launched, what factors make you trust it?

In my opinion, the first step that I take into consideration is whether the wallet in question is open source or not. An open-source wallet enables people to examine the codes and find out about any possible threats or loopholes. I also take into account the developers' reputation, security audits, seed phrase handling, and full private key control.

Another important factor is community feedback.
A wallet may have attractive features, but if real users report bugs, security issues, or poor customer support, that can be a major red flag.

Some wallets focus on privacy, while others prioritize ease of use for beginners. Features such as multi-signature support, hardware wallet integration, Lightning Network compatibility, and cross-chain functionality can also influence a user's decision.

What about you?

1. Have you recently tried a new wallet?

2. What is the first thing you check before trusting a wallet?

3. Which feature is most important: security, privacy, convenience, or low fees?

4. Do you prefer open-source or closed-source wallets?

What is your opinion about these wallets?
1. Blockstream Jade Plus
2. Trezor Safe 5
3. Coldcard Q
4. Foundation Passport
5. Sparrow Wallet
6. Electrum
7. BlueWallet

Let's discuss what makes a new crypto wallet worth trusting and adopting.

Originality: 100% Confident That's AI
GPTZero: 100%  Detected AI.
Sapling: 100% Detected AI.
StealthWriter: 66% Detected AI.
Quillbot: 60%  of text is likely AI
Copyleaks: 100% Detected AI.

[OcTradism]

User Vanilla00

https://stealthwriter.ai/ AI detected
https://copyleaks.com/ai-detector 100% AI
https://app.gptzero.me/ 100% AI
https://originality.ai/ 100% AI

Here are some rules:

First rule: Learn first, invest later. Bitcoin wallet, seed phrase, private key, transaction fee, confirmation, self-custody—you should not invest big money without understanding these basic things.

Second rule: Never write seed phrase online, take screenshots, or give it to anyone. Whoever has the seed phrase, owns the coin.

Third rule: Don't trust any guaranteed profit. Bitcoin investment comes with long-term risk; guaranteed daily profit, fixed return, doubling scheme—these are almost always scams.

Fourth rule: Don't download wallet/exchange apps without an official source. You need to check the URL character-by-character, downloading a wallet from a sponsored Google ad or random Telegram link is dangerous.

Fifth rule: It's better to do a small test transaction before sending a large amount. Bitcoin transactions are irreversible; if you send it to the wrong address or scammer address, there is no easy recovery like bank chargeback later.

Sixth rule: You should not keep long-term funds on the exchange.  Trading may require an exchange, but for long-term holding, a non-custodial wallet or hardware wallet is safer. Beginners should understand the saying “Not your keys, not your coins” right from the start.

Rule 7: If someone gives urgent pressure—“invest now,” “limited offer,” “pay tax on withdrawal,” “pay account unlock fee”—then stop. Real investment never wants panic decisions.

[Ribust]

What's the verdict on Newbie Ribust?

I'm not sure if I should mention this here, but I posted it here because I couldn't find any other place to learn about these things.

A lot of Bitcoiners invest a significant amount of their time in researching various aspects like wallets, methods of seed phrases' backups, and hardware used. Nevertheless, there is one major thing that usually goes overlooked: does it even matter when a device itself is compromised?

A wallet may have excellent privacy features, open-source code, and strong encryption, but malware, keyloggers, remote access trojans, or fake software updates can still put funds at risk. In many cases, attackers do not target the wallet itself, they target the operating system and the user's behavior.

I think all of this raises a few important questions.
Which I have outlined below.

1. How much does device security contribute to overall wallet security?

2. Is a hardware wallet enough protection against a compromised computer?

3. What are the best practices for securing a Bitcoin wallet environment?

4. Do Linux users actually gain a meaningful security advantage?

5. What are the most overlooked security mistakes made by experienced Bitcoin holders?

I would like to hear opinions from both software wallet and hardware wallet users regarding the relationship between device security and Bitcoin self-custody.

It looks to me like a chatbot spammer who already managed to earn some Merits.

there is one major thing that usually goes overlooked: does it even matter when a device itself is compromised?

What makes you say this? Who are those people who usually overlook this?

Hello @LoyceV Good day.

Recently I went to my account profile and saw that I was given a neutral rating for using a chat bot. I was surprised to see this, because I had checked my posts with a few AI directors and they were almost 100% human-written. And I can definitely say that I did not use a chat bot to create an entire post, but I can say that there were some things I was not aware of, which is why I took the help of a few chat bots to find answers.

Anyway, Sir, I apologize for making such a mistake, maybe I should have been more careful. But Sir, I just want to say that if this mistake of mine is forgivable, I hope you will give me another chance. I will try to be more careful from now on. And I will follow all the rules of From.
Sir, I know I made a mistake. I will be very happy if this neutral tag of mine is removed, I will always try to correct my mistakes.
Thank you @LoyceV

[LoyceV]

I apologize for sending you a personal message first.

Don't do things if you feel you need to apologize for it. There's no need to PM me.

I had checked my posts with a few AI directors and they were almost 100% human-written.

What an odd thing to do, unless you used a chatbot to write it.

there were some things I was not aware of, which is why I took the help of a few chat bots to find answers.

You weren't posting answers, you were posting questions.

I apologize for making such a mistake, maybe I should have been more careful.

I take it you'll just try again on your next account. Or the others you have already. Far too many accounts from the same local board follow the exact same pattern. And that works well to earn Merit, until you post outside of your own local board and get busted.

I know I made a mistake. I will be very happy if this neutral tag of mine is removed

My neutral tag is factually correct.

[macson]

The gang that exists on this forum is the largest group of lying conniving hypocrites I've ever seen. They cry, scream at and demonize those that utilize AI, then turn around and use AI themselves.
-.-

The problem is that these accounts' posts are purely AI-generated. This is a forum for humans, not for bots. It is expected that you at least write the post with your own brain.


And as usual, I found this newbie account with AI-generated posts. All of his posts were AI-generated.

User: Endowed_Asparagus

I wouldn’t say altcoins are done, but the market has definitely changed. Capital is much more selective now, and most liquidity still gravitates toward Bitcoin first. The difference today is that narratives matter more than ever, projects with strong fundamentals, real adoption, or a compelling story can still outperform massively.

Bitcoin remains the anchor of the market, while sectors like BTCFi, AI, infrastructure, and a few standout ecosystems continue to attract attention. It’s a tougher environment than 2021, but opportunities are still there for those who can identify the right narratives early.

Originality.io: 100%
GPTZero: 100%
StealthWriter: 100%
Sapling.ai: 100%

Great point. Bitcoin is easier to buy today, but true ownership still comes down to self-custody. More users are getting exposure to BTC, yet many don’t control their keys. Adoption is important, but education on self-custody is what turns Bitcoin users into actual Bitcoin owners.

Originality.io: 100%
GPTZero: 100%
StealthWriter: 100%
Sapling.ai: 100%

I used to think “never sell your Bitcoin” just meant watching the price go up and refusing to take profit.

But after getting deeper into Bitcoin communities and thinking in Austrian economics terms, it’s more about Bitcoin being the base asset, not something you constantly flip for fiat.

And like we’ve talked about before, holding is one thing… but making it work for you is another. That’s where BTCFi changes the game.

“Never sell” doesn’t have to mean “never use”, it can also mean learning how to put it to work while still staying exposed to the upside.

Originality.io: 100%
GPTZero: 100%
StealthWriter: 100%
Sapling.ai: 100%


This account is the same. It's been tagged before, but it's still posting as usual using AI.

User: Foxworld

   
Since Bitcoin was created, many believed it could become a universally accepted currency—borderless, fast, and independent from governments. But in reality, can Bitcoin ever be used for everyday purchases? Issues like slow transaction fees, network congestion, volatility, and merchant adoption remain challenges today. While solutions like Lightning Network continue to improve speed and cost, there’s still a long way to go. Do you think Bitcoin will ever function as a global currency, or will it stay more as an investment and store of value?

Originality.io: 100%
GPTZero: 72%
StealthWriter: 100%
Sapling.ai: 100%

Yes, I think it is still possible to make money through cryptocurrency arbitrage in 2026, but it has become much more difficult than before. Price differences between exchanges are often small and disappear quickly due to automated trading bots. Traders also need to consider transaction fees, withdrawal fees, and transfer times, which can reduce or even eliminate potential profits. In my opinion, arbitrage opportunities still exist, but they require careful planning and fast execution.

Originality.io: 100%
GPTZero: 100%
StealthWriter: 100%
Sapling.ai: 100%

   I do not think Bitcoin can completely solve the high cost of living around the world. Rising prices are influenced by many economic factors such as inflation, taxes, energy costs, supply chain disruptions, and government policies. However, Bitcoin may provide an alternative store of value for people who are concerned about the decreasing purchasing power of traditional currencies. While it can help some individuals protect their savings, it is not a complete solution to global economic challenges.


   What do other members think? Can Bitcoin realistically play a larger role in addressing inflation and rising living costs in the future?

Originality.io: 100%
GPTZero: 100%
StealthWriter: 100%
Sapling.ai: 100%


This account is 100% AI spammer.

User: sakurablush

https://youtu.be/YbzNJr26H-4?si=RSsjzFBCaW4dr_vJ

Hey everyone,
I haven’t read through all 8 pages of this thread yet, so maybe someone already said something similar — but there’s something about Bitcoin that’s been genuinely bothering me for a while.

Ten years ago, when people talked about Bitcoin, it was mostly normal folks. Tech geeks, regular guys in hoodies, not dressed like they just came from a board meeting. They weren’t “investors” in the traditional sense — they were excited about what Bitcoin could actually do for the world. A lot of them acted like missionaries. Bitcoin was pretty much the only thing they wanted to talk about and it was fun as hell. You could feel the idealism. This thing was supposed to change the game.

Now? Whenever Bitcoin shows up in mainstream media, it’s usually some old finance guys in glasses who’ve been trading stocks for decades and suddenly decided they’re Bitcoin experts. The people who actually built and pushed Bitcoin in the early days — a lot of them walked away years ago. And the space got taken over by exactly the world we said we didn’t want: bankers, pseudo-investors, and an army of “experts” selling advice and courses.

That’s what scares me the most.

The original idea is dead. Bitcoin was supposed to be actual money — something you could use in the real world. Where the fuck can you actually pay with Bitcoin in stores these days? Yeah, there are a few places, but it should be everywhere by now. Instead, we’ve seen the opposite: plenty of companies that started accepting Bitcoin enthusiastically have quietly dropped it. Big ones included. It happened over and over.

The reasons don’t even matter that much anymore. The result is what matters: Bitcoin stopped being a tool to change the world and became just another vehicle for speculation and making money. The vision of a decentralized currency that works globally and actually challenges fiat? That ship sailed. Governments are busy launching their own CBDCs and clearly don’t give a shit about Bitcoin.

To me, that’s the real tragedy. It went from “this could fix something broken” to “number go up, maybe buy my course.” And I don’t see that reversing.

Curious what the OGs think about this. Especially the ones who were actually around when it still felt like it meant something.

Originality.io: 100%
GPTZero: 100%
StealthWriter: 100%
Sapling.ai: 100%

[nutildah]

I had checked my posts with a few AI directors and they were almost 100% human-written.

Holy smokes, this is hilarious. He's basically saying "I thought everybody used chatbots."

It was exactly 3 years ago today that the first case of someone tweaking AI text to avoid detectors was confirmed. What's especially dumb is the account owner (it was a bought account) was outsourcing the AI text tweaking to another forum member.  

@Ribust I'm gonna repost some words of advice for you that were given to the account I am referencing above:

Why sign up an account if you are unable to write and contribute to the forum?
...
Please exit the forum.

[BlackBoss_]

User: Little _damsel

Post 1
https://stealthwriter.ai/ AI detected, 10% human
https://sapling.ai/ai-content-detector 99.7% fake
https://copyleaks.com/ai-detector 100% AI
https://quillbot.com/ai-content-detector 81% of texts likely AI

First of all, I think it's only proper that I appreciate you for this post. This is beautiful! You've touched on three different things in one discussion: Bitcoin, investment skills, and destiny/luck.

While reading this, a quote by Tim Notke came to mind:
"Hard work beats talent when talent doesn't work hard."
What do I mean by that?
Let's assume a person who is impatient, lacks knowledge, ignores advice, and is unwilling to learn is destined to become a successful business owner. Even if success is within that person's reach, those negative qualities can still cause the business to fail drastically.
Now, if that same person decides to go into Bitcoin investing, there is a high chance they will struggle there as well. At that point, it is no longer about the business or the investment itself; it is about the person's habits and character. If they do not address those weaknesses, they may continue moving from one opportunity to another without finding success.

Another thing I love about this post is that you highlighted how many people enter Bitcoin investing simply because others are doing it.
On the other hand, imagine someone with the right qualities: patient, disciplined, willing to learn, and open to advice. Even if that person is primarily successful as a real estate agent, they can choose to diversify their income and invest in Bitcoin. Because they possess the right mindset and are willing to learn, they stand a much better chance of succeeding.
This brings us back to the saying: "Hard work beats talent when talent doesn't work hard."
If we find ourselves failing in almost every business or opportunity we try, maybe it is time for some honest self-reflection. Is there a quality I am lacking? Is there something I need to improve?
Personally, I believe nothing is impossible. Success may not come overnight, but with the right mindset, discipline, and willingness to learn, we can greatly improve our chances in whatever path we choose.

User: investorahmadoo

Post 1

https://copyleaks.com/ai-detector 100% AI
https://sapling.ai/ai-content-detector Fake 96.4%
I will add details tomorrow or someone can help because I reach to daily limits with some AI checkers.

The UTXO set (also called the coins database or chainstate) is the most performance-critical data structure in a Bitcoin node. It represents the entire current state of all spendable bitcoins.

Now, let’s talk about how it is being stored.


1. Location and Database Engine

a. Stored in the chainstate/ directory inside your Bitcoin data folder (e.g., ~/.bitcoin/chainstate/ on Linux).
b. Uses LevelDB (a lightweight, fast key-value store from Google). LevelDB stores data in a series of SSTables (Sorted String Tables) on disk with LSM-tree (Log-Structured Merge-tree) architecture. bitcoin-institute.pages.dev
This is separate from the block storage (blocks/ directory with blk*.dat flat files and index/ LevelDB).

2. In-Memory Caching (Coins Cache)
•  Bitcoin Core does not read/write to LevelDB for every operation (too slow).
•  It maintains an in-memory write-back cache (CCoinsViewCache).
•  Reads check the cache first; misses load from LevelDB and cache the result.
•  Writes (new blocks/transactions) accumulate in the cache.
•  Changes are batch-written to LevelDB when the cache is full, on periodic flushes, or shutdown. bitcoin-institute.pages.dev
•  Controlled by -dbcache (default ~450 MiB; higher values speed up IBD significantly).

3. Key-Value Structure (Since v0.15+)
Key (Outpoint):
•  Prefix: 'C' (0x43 byte) — distinguishes from other data.
•  32-byte transaction ID (txid in little-endian).
•  Variable-length integer (varint) for the output index (vout).
Example key (hex): 43 + little-endian txid + varint vout. github.com
Value (Coin data — highly compressed):
•  Code (varint): Encodes block height + coinbase flag (whether the output came from a coinbase transaction).
•  Amount (compressed): Special variable-length encoding for satoshis (very space-efficient).
•  Script (locking script): Often compressed or prefixed with type info (e.g., for common P2PKH, P2WPKH, P2TR patterns). Full script for complex cases. github.com

[DireWolfM14]

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aidetector's post has 100% retard detected.