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.

[Primark]

I found an account with AI-generated posts. Most of its posts were AI-generated.

User: Tythox.com

https://www.tythox.com

Short Summary

Tythox is a 1v1 skill-game platform where players compete using real USDC stakes.

Two players join or create a match, choose the stake amount, compete in a skill-based game, and the winner receives the prize amount after platform commission.

Tythox is focused on direct player-vs-player competition. The match is decided by strategy, timing and skill.

Core Concept

• 1v1 skill-based matches
• USDC stakes on Polygon
• Create a match or challenge other players
• Choose the stake amount
• Winner receives the prize amount after platform fee
• Leaderboard with monthly prize pool
• No KYC required to start playing
• Instant deposit and withdrawal flow

How It Works

• Connect your wallet
• Create or join a match
• Choose the USDC stake
• Play the 1v1 skill game
• Winner receives the prize amount after platform commission

Current Game

The current Tythox game is a 1v1 strategy board game.

Players move their character or place barriers to slow the opponent down. The objective is to reach the opposite side first while using strategy, timing and positioning.

It is always Green vs Red, one player against one player.

Useful Links

Website	https://www.tythox.com
Play Lobby	https://www.tythox.com/match-lobby
Practice	https://www.tythox.com/practice
How To Play	https://www.tythox.com/how-to-play
FAQ	https://www.tythox.com/faq
Support	https://www.tythox.com/support
Leaderboard	https://www.tythox.com/leaderboard
Responsible Gaming	https://www.tythox.com/responsible-gaming
Supported Countries	https://www.tythox.com/supported-countries
Terms	https://www.tythox.com/terms
Privacy	https://www.tythox.com/privacy

Important Disclaimer

Tythox involves real USDC stakes. Players can lose their stake. No profit is guaranteed.

Access may be restricted depending on jurisdiction. Users are responsible for understanding their local laws before participating.

Tythox is a skill-game platform based on 1v1 competition, not a luck-based casino.

Feedback

We would appreciate feedback from the Bitcointalk community, especially around the game concept, USDC stake flow, user experience, security assumptions, launch strategy and jurisdictional considerations.

Play. Win. Take All.

Originality: 94% Confident That's AI
GPTZero: 100% Detected AI.
StealthWriter: 74% Detected AI.
Copyleaks: 100% Detected AI.

I think the main point is not whether Bitcoin ETFs are “good” or “bad”, but whether people understand what they are actually buying.

A Bitcoin ETF gives price exposure to Bitcoin, not Bitcoin ownership in the original sense. The investor owns a regulated financial product, usually inside a broker account, while the real BTC is held through custodians and controlled by the structure of the fund. So from the perspective of Bitcoin’s philosophy, it is clearly a centralized product.

But I would not say ETF investors are always “against” Bitcoin’s principles. Many of them are simply not looking for monetary sovereignty. They want exposure to the price, tax simplicity, institutional reporting, or access through retirement accounts and traditional portfolios. Those people probably would not self-custody anyway.

The real danger is confusion. If someone buys an ETF and understands that he owns shares, not coins, then it is just a financial instrument. But if people start believing that ETF shares are the same as holding real Bitcoin, then the meaning of “not your keys, not your coins” gets lost.

So I see ETFs as useful for adoption and liquidity, but not as a replacement for real Bitcoin ownership. Self-custody remains the only way to use Bitcoin as it was designed: without asking permission from a broker, bank, custodian, or government-regulated intermediary.

Originality: 89% Confident That's AI
GPTZero: 100% Detected AI.
Sapling: 99% Detected AI.
StealthWriter: 100% Detected AI.
Copyleaks: 100% Detected AI.

I agree that scarcity is not only one country problem, it is everywhere in different level. Even rich countries still have homeless people, beggars and people struggling to pay rent or buy basic things. So it is not correct to say scarcity only exist in poor countries.

But imo the main issue is not always that resources are not enough. Sometimes the resources are there, but bad management, corruption, inflation and poor distribution make it hard for common people to benefit from it. A country can have food, oil, minerals or money, but if only few people control everything, the majority will still suffer.

Government has a big role to play by creating more jobs, reducing waste, fighting corruption and making basic things affordable. But individuals also need to adapt, learn skills and not only wait for government to fix everything.

So yes scarcity is global, but the way people feel it is different. In some countries it is just high cost of living, while in others it becomes real hunger and survival. That is why both good leadership and personal effort are needed.

GPTZero: 100% Detected AI.
Sapling: 99% Detected AI.
StealthWriter: 100% Detected AI.
Copyleaks: 100% Detected AI.

[Primark]

Another Jr. Member who was caught red-handed with most of his posts being generated by AI.

User:  democratic_chess

Thanks, Accardo - both are sharp points.
The viewer-prediction idea is fun, and we actually have an Audience-vs-Host mode for streamed games that's a natural home for something like it.
I'd lean toward rewarding predictions with progression and predictor-ranking rather than direct payouts, mostly to keep it clean and avoid turning it into a betting mechanic - but the engagement angle you're describing is exactly the kind of "stay and watch" loop we want.
Definitely something we'll explore.
On attracting strong players - you're right that it's gradual, and it matters a lot: high-Elo players raise the quality and the prestige for everyone.
It's very much an ongoing focus.
Without getting ahead of myself, part of the vision draws on the spirit of events like "Kasparov vs the World" - collective play against elite players - and I'm actively thinking about bringing recognizable names into that format.
More on that when it's real rather than just intentions.
Appreciate you thinking about the product this seriously - this is the kind of feedback that's genuinely useful.

Originality: 100% Confident That's AI
GPTZero: 100%  Detected AI.
Sapling: 100% Detected AI.
StealthWriter: 100% Detected AI.
Copyleaks: 100% Detected AI.

Really appreciate the push - coin-investor, coupable, and everyone backing this.
You're right that the product is live and the ANN is the natural next step, and I'm fully on board with moving to it.
I just want to do it once and do it right rather than rush a thin thread. coin-investor's advice is spot on: a proper ANN needs good design and the right people behind it.
So that's exactly what I'm putting together now - a polished OP plus the campaign to keep it active, rather than letting it stall on page two.
This is about getting the pieces in place, not waiting on Google; the public launch and the ANN will land together, with real weight behind them.
And on that note - since several of you here clearly know this space well: who would you recommend as a campaign manager for a project like this? I'm open to names of managers who've run solid, well-organized campaigns, and happy to do my own due diligence from there.
Recommendations from people whose judgment I already trust in this thread carry a lot of weight.
Keep the feedback coming - this momentum is exactly what makes a launch land.

Originality: 100% Confident That's AI
GPTZero: 100% Detected AI.
StealthWriter: 100% Detected AI.
Copyleaks: 100% Detected AI.

Happy to answer directly.
Right now, it's founder-led - I run the development, the platform, and the token, and I'm the one replying here, backed by 10+ years in R&D management across IoT, fintech, and enterprise software.
As we move toward the public launch, I'm putting the structure in place - formalizing the entity and bringing in the right people for marketing and growth, rather than rushing to fill seats.
What I'd point you to is what's verifiable: the platform is live and playable, the contracts are deployed and verified on-chain, and the build history is public - web, Telegram, now Android in final testing, shipped continuously.
The team grows as the project does, and I'll keep that open here.

Daniel

Originality: 100% Confident That's AI
GPTZero: 100% Detected AI.
StealthWriter: 100% Detected AI.
Copyleaks: 100% Detected AI.

[democratic_chess]

Hi,
English isn't my native language, and I use translation and grammar checkers, like many other non-native speakers, both here and on other forums.
Claiming that my answers to questions about a real AND verified product are generated by AI, I believe that's exactly what AI does: generate text without any understanding of the subject or context of the conversation.
Moreover, my thread isn't just questions and answers if you checked it.
It's real work related to improving a real product. Discussing issues and, in many cases, implementing them.
So you can run text checkers all you want, but the fact remains that a real person is answering, and answering about a real and verified product.
So put your AI based efforts in other places

[SquirrelJulietGarden]

Hi,
English isn't my native language, and I use translation and grammar checkers, like many other non-native speakers, both here and on other forums.
Claiming that my answers to questions about a real AND verified product are generated by AI, I believe that's exactly what AI does: generate text without any understanding of the subject or context of the conversation.
Moreover, my thread isn't just questions and answers if you checked it.
It's real work related to improving a real product. Discussing issues and, in many cases, implementing them.
So you can run text checkers all you want, but the fact remains that a real person is answering, and answering about a real and verified product.
So put your AI based efforts in other places

You can use AI for checking and improving your posts in grammar or vocabulary but you can not use AI to create all contents for you.

Read AI guidelines.

How many people in the forum have English as their mother tongues?
The fact is they can still use English and discuss here in English well. If English is your problem, let's learn more and improve your writing.

Your bad English is not reason why you can use AI to create your post content.

[Ultegra134]

I apologise for not being more active but there's a lot going on at the moment and I've let myself go. Hopefully, I'll return from the following week and be more active.

Without further ado, let's report some spammers!

User: VarJames

Post 1.

A few years ago I would have answered technical analysis without hesitation.

But the market has changed.

Now I feel that macro events have a much bigger impact than chart patterns. Oil prices, what large institutional players are doing, ETF flows, regulation, interest rates, geopolitical events like the Strait of Hormuz… one headline can invalidate the best-looking chart in minutes.

For me, technical analysis works best when the market is calm. But when the market is driven by news and macro events, fundamentals become much more important. Charts tell you where the price has been, while the next headline often decides where it goes next.

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Post 2.

I don’t think one approach is always better than the other. It depends on your strategy and, more importantly, on how long you’re able to hold without needing the money.

Personally, I split my portfolio into two parts.

The first part is Bitcoin that I don’t plan to touch for many years. That’s my long-term savings, hopefully something that will still be there when I retire.

The second part is a speculative portfolio. I don’t day trade, but I usually make one or two trades per quarter. I keep a spreadsheet with every trade, including the reason for entering and exiting, so I can review later whether my decisions actually added value.

There is another side to holding that people don’t mention very often. Yes, holding is simple, but sometimes the market gives you an obvious opportunity to take some profits. If you never sell, you may watch your portfolio double, then fall back 40–50%, and after a year realize that, despite all the excitement, your capital didn’t actually grow during that period.

For me, the balance between long-term holding and selective profit-taking works better than choosing only one strategy.

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Post 3.

I think Africa may follow a slightly different path than many people expect.

A lot of comments focus on remittances, inflation, or weak banking systems, and those are definitely important. But what stands out to me is the growing number of freelancers, online workers, and small digital businesses across Africa

For someone working remotely with clients from Europe, the US, or Asia, Bitcoin is not just an investment. It can be a tool for getting paid without waiting days for international transfers or dealing with expensive intermediaries

Yes, Bitcoin is more volatile than stablecoins, but it doesn’t mean people have to hold it for long periods. They can simply use BTC as a transfer rail -receive it, move it across borders, and convert it into local currency when it arrives.

In that sense, adoption may come not because people want Bitcoin as an asset, but because they need a better financial tool. And once enough individuals start using it for practical reasons, institutions usually follow later. That’s how it happened in many other places too

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[SatoPrincess]

User: Fragrance1122

Why relying 100% on imports isn’t ideal?

It’s risky during crisis
If a country imports most of its food, oil, or medicine, a war or supply problem can hit it hard. Having some local production gives you a safety net.

It helps the local economy grow
When you make more at home, money stays in the country. Businesses expand and people get jobs, instead of that money going abroad.

It keeps prices more stable
Lots of imports mean you need lots of foreign currency. If you depend less on imports, your prices don’t jump as much when exchange rates change.

But why imports still matter?

They bring lower cost and more choice
Local goods can be expensive to make. Imports often cost less and give people more variety or better quality.

 Balance works best
Make essential things locally for security, but keep importing things other countries do better. It’s not about stopping trade, it’s about balance.

How can a country stay secure and grow its economy by relying less on imports for essentials, while still using trade to get lower costs, more variety, and things it can’t produce well itself?

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Recession is an economic downturn marked by falling GDP and weak confidence.

Recession is an economic downturn marked by falling GDP and weak confidence.

Causes:
Recessions usually start with 3 triggers. Firstly, a demand shock like COVID-2020, when lockdowns killed spending and created a cycle of low income, low consumption. Secondly, a supply shock  e.g. the Russia-Ukraine war cut oil and wheat supply, making raw materials expensive and slowing production. Thirdly, a financial crisis,the 2008 US housing crash froze credit as banks collapsed and loans disappeared.

Effects:
The impact is immediate. Firms cut costs, hiring stops, and unemployment rises. Small shops shut down and big companies delay investments. Uncertainty also makes households save more and spend less, which ironically prolongs the downturn.

 
Recovery:
Recovery starts when inflation eases and central banks cut interest rates. Cheaper loans boost spending on homes and cars, while companies hire again. Governments also help by spending more on infrastructure to create jobs. Finally, confidence returns — and once people believe the economy is improving, they start investing and spending again.

Do you think recession have any positive effects and how do recessions affect young people differently?

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[LoyceV]

User: Fragrance1122

I've left him neutral chatbot spammer feedback, and reported 2 more of his topics for being "Chatbot verbal diarrhea":

A cashless society is one where payments are made through debit cards, credit cards, or mobile apps instead of physical cash. This makes transactions easier to track, which helps reduce tax evasion and hidden income. With less cash in circulation, theft and robbery also tend to decrease. Payments become faster and more convenient, and there’s no need to carry cash everywhere.

However, there are drawbacks to consider. In a cashless system, banks and the government can monitor every transaction, which raises privacy concerns. There’s also the risk of hacking and data breaches that could expose personal information. Additionally, reliable internet is essential, so elderly people, unskilled laborers, and those without bank accounts may find it difficult to adapt.

Overall, while a cashless society can improve transparency and efficiency, it also brings up important concerns about privacy, security, and accessibility. I am ok with hybrid. Which one would you choose ?

Rising interest rates exert a disproportionate burden on ordinary citizens compared to the affluent. As borrowing costs climb, essential expenses such as rent escalate annually, personal loan repayments become heavier, and consumer credit options like credit cards and "buy now, pay later" schemes grow significantly more expensive. For businesses, the higher cost of capital makes expansion and capital investment—such as opening a new factory—prohibitively expensive. Consequently, companies curtail recruitment and freeze hiring to protect margins. Central banks raise rates deliberately to dampen aggregate demand and curb inflation.

While this policy succeeds in stabilizing prices, it creates a paradox: those with substantial savings benefit from generous returns on deposits, whereas wage earners with little surplus income bear the brunt of reduced purchasing power and job insecurity. You are welcomed to add more

How fun would it be if AI companies are held liable for the spam they've facilitated on the internet?

[Primark]

Another AI spammer whose posts are mostly generated by AI.

User: leone77777

I actually think Ethereum still has a shot here, not because it's the fastest chain, but because its developer mindshare and institutional familiarity are still unmatched for regulated asset issuance. The 'king' probably won't be decided purely on tech specs either — it'll come down to who BlackRock, Franklin, and other issuers actually pick for custody and compliance rails. Ondo has momentum, but it's more of a protocol layer on top rather than the base network. Canton's privacy focus is interesting, but adoption depends a lot on whether institutional players want privacy by default or verifiable auditability. Right now I'd bet on Ethereum winning the compliance-friendly RWA race, especially if more traditional finance firms launch tokenized funds there.

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This is a really nuanced regulatory challenge playing out in slow motion. What I find interesting is the asymmetry in how regulators tend to approach this - they're much more comfortable cracking down on privacy tools (mixers, tumblers) than on infrastructure that happens to enable privacy. DEXs sit in this weird middle ground.


The compliance angle seems like the most likely path forward - we're already seeing protocols like Uniswap quietly adding compliance layers for institutional adoption. But here's the thing: the truly decentralized stuff (like atomic swap protocols) can't really be 'cracked down' in the traditional sense. They're math.


My take is that we'll see a bifurcation - compliant DEX interfaces that integrate KYC for certain features, while the underlying protocols remain permissionless. The regulators might succeed in pushing users toward centralized gateways, but the actual decentralized infrastructure will persist. It's similar to how torrenting survived despite the crackdown narrative. What's your read on which DEX protocols will adapt vs. which will hold the line?

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Interesting question on the burn mechanics! I've been watching the on-chain data closely and what I'm seeing is that the burns might actually be more about compliance and balance sheet cleanup than pure market signal. The $2.1B figure is notable, but here's what's fascinating - if these were truly random burns, we'd expect to see more volatility in the stablecoin supply curves. Instead, the pattern looks more deliberate, almost like they're optimizing for regulatory optics.


From a Bitcoin perspective, I think the opportunity cost is real but the motivation matters. If Tether is burning to reduce regulatory exposure, that's a different calculus than burning to reduce supply. Personally, I'd rather see them accumulate BTC as a treasury asset - it'd send a powerful signal about their confidence in crypto's long-term trajectory. The question is whether their legal structure allows for that kind of balance sheet restructuring.


What's your take on the timing? Do you think this is pre-election positioning or genuinely driven by market conditions?

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[BlackBoss_]

Khaleedmaine

I’ve been spending some time reading through the Beginners & Help section lately, and something has been bothering me.
A lot of people show up asking what seems like a simple question.
“How do I store my Bitcoin safely?”
Then the replies start coming in.
Someone says to buy a hardware wallet.
Another person says to run a full node.
Someone else says to learn about UTXOs first.
Then people start talking about multisig, Lightning, address reuse, Coin Control, backups, privacy, inheritance planning.Before you know it, the guy who only wanted to buy his first $100 worth of bitcoin has a reading list longer than a college assignment.
Don’t get me wrong. Most of the advice is technically correct.
The problem is that when you put all of it in front of a complete beginner at once, it can make Bitcoin seem far more complicated than it really needs to be.
Sometimes I wonder if we’ve forgotten what it was like when we first got into Bitcoin.
I’m certain to an extent that none of us learnt everything in a week.
We learned one thing, made mistakes, learned another thing, and gradually became more comfortable over time.
Now, without realizing it, we sometimes expect newcomers to understand years’ worth of knowledge before they’ve even received their first transaction.
Another thing I’ve noticed is that experienced users often disagree with each other.
One member says you should never leave coins on an exchange.
Another says it’s fine if you’re only holding a small amount.
One recommends buying a hardware wallet immediately.
Another says to wait until your stack is big enough to justify it.
If you’re new, how do you know which advice to follow?
I’m not saying we should lower security standards or encourage bad habits.
I’m just wondering if we’re accidentally overwhelming people with too much information too early.
Maybe the best advice for someone buying their first bitcoin isn’t to teach them everything in one day.
Maybe it’s to teach them the next thing they actually need to know.
What do you think?
Have we made Bitcoin look more complicated than it really is, or is that simply the price of having complete control over your own money?

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[rat03gopoh]

User: marto25
Link: https://bitcointalk.org/index.php?action=profile;u=290808

Post 1:

This is unfortunately not an isolated case with FixedFloat. The pattern is well documented — AML flags triggered without clear thresholds, funds moved to operational wallets while simultaneously being labeled "dirty," and no clear refund timeline or escalation path.

The core issue here is the asset-trap model: funds get flagged, moved, and held indefinitely with no transparency on who is reviewing or what criteria they're using. "No clear timeframes" is not an acceptable answer when someone's funds are frozen.

The war context adds an unfortunate but legitimate explanation for the delay. A forced pause in communication shouldn't be treated as evidence of wrongdoing.

For anyone reading this — this is exactly why non-custodial, no-KYC services with a clear refund-on-refusal policy matter. If KYC is triggered, your funds should be returned automatically, not held as leverage.

Post 2:

The chain split question here is the crux of the disagreement, and it's worth being precise. BIP-110 behaves like a soft-fork only if it achieves sufficient hashrate enforcement — otherwise nodes enforcing it will reject blocks that the majority chain considers valid, effectively placing themselves on a minority chain. That's not a theoretical edge case, it's the mechanical outcome at current signalling levels (~1%).

The SegWit comparison doesn't fully apply here because SegWit had broad miner coordination before activation. BIP-110 doesn't appear to have that, which changes the risk calculus significantly.

The underlying concern about OP_RETURN bloat and arbitrary data in the blockchain is legitimate — storing malware signatures or questionable content in a permissionless ledger is a real problem. But a soft-fork that splits off 99% of hashrate doesn't solve that problem, it just creates a separate, less-secured chain that still contains all the historical data anyway.

Post 3:

This is a valid concern and one that doesn't get discussed enough. The ETF narrative essentially repackaged Bitcoin into a traditional financial product — the very thing it was designed to circumvent.

The 1099-DA point is particularly sharp. More institutional involvement inevitably brings more reporting requirements, more surveillance, more compliance layers. The "number go up" crowd won, but at what cost to the original value proposition?

Self-custody and privacy-preserving tools become more important, not less, as this trend continues. The answer isn't to fight institutional adoption — it won't stop — but to make sure the tools for true financial sovereignty remain accessible and understood by those who need them.

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How fun would it be if AI companies are held liable for the spam they've facilitated on the internet?

They'll probably refuse it.
https://openai.com/policies/row-terms-of-use/#:~:text=Limitation%20of%20liability

[Ultegra134]

User: Fragrance1122

~Snipped~

Shouldn't have this user be nuked already, or him having ranked up to Jr. Member automatically cancels that possibility?

He's still spamming and creating new topics. I will also tag him and report his topics/posts, hoping to end his spamming journey. The issue is that there's still users who reply on his gibberish threads.

Why delivery apps are less efficient ?
1.  More trips:   10 riders instead of 1 person doing 1 trip is equal to more traffic and fuel.
2.  More waste:   Every order = plastic bag/box that hurts the environment.
3.  Less profit:    Discounts mean restaurants earn less.
4.  Lost skills:    People cook less and rely on ordering.

Why delivery apps are efficient ?
1.  Saves time:  No driving, no lines. Time goes to work, family, or study.
2.  Better inventory:  Restaurants track demand and waste less food.
3.  Flexible jobs:   Businesses hire riders only when needed, not full-time.
4.  More access:  Elderly, disabled, or people without transport can still get food and medicine.

Do delivery apps make society more efficient overall, or do they just shift costs and problems elsewhere?

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[macson]

-.-
Shouldn't have this user be nuked already, or him having ranked up to Jr. Member automatically cancels that possibility?

I think there are some users who are just as stubborn as him, who keep posting like they have done nothing wrong, even though they have been tagged and the majority of their posts have been deleted. I'm so tired of reporting their posts and just leaving it to the mod's decision whether to nuked it or not.


This newbie account was an old account and then woke up and decided to spam the forum with his AI posts.

User: wapwapwendy

Your diagram makes sense as a simple way to explain Bitcoin's growth, but I don't think we're moving from one phase to another completely. The previous phases still exist. People are still using Bitcoin for P2P payments while others are accumulating it as a store of value.

As for the final stage, I think it's possible, but it won't happen just because everyone owns Bitcoin. Merchant adoption, better infrastructure, and lower volatility will also play a big role before Bitcoin can become a widely used everyday currency.

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Nothing as impressive as 2010 or 2011 for me. The oldest address I can still remember goes back to around 2015 when I first got involved with MMM. It was quite popular at the time and, for many people, that was their first exposure to Bitcoin.

Unfortunately, I don't have access to that address anymore, so I can't prove anything. Looking back though, it's interesting how something that started with MMM eventually led me deeper into Bitcoin and the broader crypto space.

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I think many people reject Bitcoin because its risks are visible, while the risks of fiat are gradual and easier to ignore.

Bitcoin may be volatile, but it has spent more than a decade proving its resilience. Every cycle, people call it too risky or declare it dead, yet it continues to recover and grow.

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I agree that Bitcoin is the strongest example of neutral money we've seen so far. The protocol doesn't care about borders, status, or politics. However, the challenge isn't Bitcoin itself but the infrastructure around it. The more people can access and use Bitcoin without relying on gatekeepers, the closer we get to the kind of neutrality you're describing.

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This account is the same. He also decided to let AI generated posts for him.

User: Junoto

From my perspective and experience,

I actually enjoy it most when the price of Bitcoin is dropping. There are a few examples—and I’m likely not the only one who experienced this: 2018–2020 (the bear market following the 2017 bull run, where BTC fell from $20k to $3k) and 2022–2023 (the bear market following the 2021 bull run, where BTC dropped from $69k to $15.5k) 

A few people panicked and sold immediately, but in my opinion, those were the best times to accumulate. As long as the fundamentals remain strong—adoption keeps growing, the Lightning Network expands, and supply becomes scarcer—then these low prices are essentially like a massive supermarket discount.

I remember back when the price dropped sharply; instead of selling, I actually increased my weekly DCA, even though my salary was tight. It was nerve-wracking at first, but eventually, it just became routine. I realize now that this mindset is what distinguishes a true Bitcoiner from a seasonal trader. That Buffett quote you used is pure gold: price is just what you pay, but value is what matters far more.

Many people confuse the two, leading them to FOMO in at the top and panic-sell at the bottom. To me, a bear market is like a "patience test" for all of us. If I may ask the OP and everyone else:

In a phase like this, do you prefer using a standard DCA strategy, or do you wait for a deeper crash before going in with a lump sum? Does anyone have any interesting experiences from previous bear markets? 

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I’ve been there myself. Back then, I invested pretty recklessly just because of FOMO from friends and hype on Telegram
Money that was supposed to be for other things ended up in a project I barely understood.

The result was a pretty painful loss, and it took me months to recover both financially and mentally
Investing without proper knowledge really is just gambling. We have to learn the basics first, understand the risks, and stop blindly following random "hot tips".

Better to rely on trusted sources and do your own research. For me, the worst part wasn’t even losing the money — it was losing confidence to invest again afterwards
Luckily, that mistake taught me a very expensive but valuable lesson that I still remember until now.

What about you guys? What’s the dumbest investment mistake you’ve ever made in crypto? Or what’s the most painful lesson you’ve learned so far?Feel free to share, maybe we can all learn from each other and avoid making the same stupid mistakes.

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I mean totally agree with what OP is saying. I’ve been there myself. When I was new, I once asked a simple question about how to store Bitcoin safely. Suddenly people started throwing hardware wallets, full nodes, multisig, and all kinds of advanced stuff at me. It honestly left me more confused and scared to move my coins. The truth is, most of us didn’t learn everything in a week either.

We picked things up gradually, made mistakes, and slowly got more comfortable. But sometimes we forget that and overwhelm beginners with years of knowledge right from the start.I think the issue isn’t that the advice is wrong — it’s that we give too much of it too early. For someone who just bought their first $50–$100 of Bitcoin, they don’t need to know everything on day one.

They just need the next practical step.We should try to give advice step by step, based on where the person actually is right now. That way Bitcoin feels more welcoming instead of intimidating.

What do you think, OP? 

What’s the single most important advice you believe absolute beginners should get first regarding security?

And to everyone else — did you also feel overwhelmed when you were just starting out?

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This account has also just been registered and it was detected that the posts are AI generated.

User: llozada-web3

The liquidity fragmentation we are currently witnessing in the altcoin market is a direct consequence of governance token fatigue. Most new protocols are launching with high fully diluted valuations (FDV) but extremely low circulating supply, which inevitably leads to constant structural selling pressure.

In my opinion, the only sub-sectors showing true relative strength right now are those tethered to clear fee-generation models or tangible hardware utility, specifically DePIN (Decentralized Physical Infrastructure Networks) and RWA tokenization primitives. Projects that fail to implement robust value-accrual mechanisms beyond simple voting rights are going to struggle to retain capital during this consolidation phase. Keeping a close eye on protocols that yield actual protocol revenue to stakers rather than inflationary emissions.

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Macrostructural Market Report: BTC/USDT 1-Week Frame
Date: June 22, 2026  
Analyst: llozada-web3  


1. Macro Trend & Historical Milestones
Following a comprehensive technical analysis on the weekly (1W) macro timeframe, the structural cycle of Bitcoin (BTC) exhibits a clear shifting behavior. The asset reached its definitive All-Time High (ATH) on October 5, 2025, topping at $126,272.00 USD.

Post-ATH, the market triggered a major trend reversal, formalizing a textbook descending parallel channel that has successfully contained price action for consecutive quarters.

2. Current Consolidation & Range Dynamics
Currently trading at approximately $64,430 USD, Bitcoin is strictly positioned in a macro sideways consolidation phase (accumulation/distribution). The boundaries of this major price range are strictly established between two core historical coordinates:
* Range Floor (Critical Support): $58,294.67 USD
* Range Ceiling (Major Resistance): $80,984.91 USD

The price is compressing right at the median line (dashed internal line) of the descending channel, indicating an imminent high-volatility squeeze.

3. Forward-Looking Predictive Scenarios

Scenario A: Bullish Trend Reversal (Breakout Confirmation)
A clean weekly candle close above the structural resistance of $80,984.91 USD will definitively invalidate the descending channel. This event serves as a primary macro indicator of a trend reversal, opening the gates for a liquidity hunt toward the unfilled upside targets at $107,587.25 USD and a retest of the $126,272.00 USD psychological zone.

Scenario B: Bearish Breakdown & Liquidity Sweep
Conversely, failure to sustain momentum at the channel's median line followed by a breakdown under the $58,294.67 USD support floor will accelerate liquidations. In this scenario, market makers will drag the price downward to sweep historical demand clusters located at the secondary support levels of $47,340.77 USD and $30,909.91 USD.

4. Operational Risk Advisory
Given the macro-range conditions, spot capital exposure must remain strictly at 0% in alignment with risk-mitigation protocols. Capital deployment should rely exclusively on automated risk-free yield strategies, testnets, or definitive structural breakouts above $80,984.91 USD.

I would love to read your charts. Do you see a clean breakout above $80k this quarter or a liquidity sweep below $58k first?

Note: My original macro chart analysis was re-uploaded due to language subdomain rules on the platform. You can check the full visual setup and original layout directly here:https://www.tradingview.com/x/9KrPoHQ6/

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It is highly interesting to observe how on-chain metrics and network fees directly impact retail adoption. While Bitcoin fundamentally strengthens its macro narrative as a store of value against the continuous devaluation of fiat currencies like the USD or the EUR, the real battle for daily usability is taking place within scalability solutions.

From a technical analysis perspective, on-chain transaction volume often anticipates major consolidation zones in asset prices. When micro-fees remain stable at low levels, operational friction decreases dramatically. This incentives protocol liquidity and creates an organic support floor based on real-world utility, rather than just pure speculation in centralized order books.

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