In 2025 alone, 11.6 million crypto tokens failed...
Today, anyone can launch a token in minutes using launchpads. No product is required. No team is required. No responsibility is required.
Commentary & rants2 min
Read the publication
MASTR · 2024–2026
Research methods · 2
Tools, evidence handling and the questions a strong claim must survive.
47 · Selected publications · 2/2
A proposed law is not a measured reduction in manipulation
The Clarity Act does not change exchange microstructure, does not remove leverage, does not alter liquidation engines, and does not touch offshore venues where most crypto volume happens.
Research & analysis2 min
Binance: building useful products · 5 Jan 2026
I really hope you can see that everything we do is driven by passion, a clear mission, and is completely free of any lobby, hidden agenda, or paid influence.
Commentary & rants3 min
Why single-cause explanations fail in complex systems
This is not a philosophical position or a rhetorical warning, but an empirical observation repeated across economics, geopolitics, systems engineering, psychology, and especially crypto markets.
Research & analysis5 min
AI hit like a bomb. But it did not explode with noise. It arrived with convenience.
At first it felt harmless. A tool that finished sentences. A system that cleaned images. A shortcut that saved time. People welcomed it because it did not look like a threat. It looked like help.
Commentary & rants5 min
Binance: attention and incentives · 3 Dec 2025
There is a limit to how long you let someone scream nonsense into your community before you shut the door.
Commentary & rants4 min
YoungHoon Kim’s token launch: MASTR’s warning
The self proclaimed smartest man on earth @yhbryankimiq Kim, is launching a token right now amd there is big hype around it.
Research & analysis2 min
A place where people cheer for freedom but speak like extremists.
Crypto on X has become a contaminated wasteland ruled by bots, noise, manipulation, tribalism and engineered stupidity.
Commentary & rants5 min
Account-name history as a research lead
Account-name history as a research lead. Dated original source, with context and links.
Commentary & rants1 min
The work required to build and maintain a crypto product
People love to dream, but let us bring clarity because many think they can tweet a bit, launch a random app, keep a platform alive on the side and magically get rich.
Commentary & rants3 min
Does any of this even have value for you?
The problem is that I sometimes spend 2 hours on a tweet, doing research, cross checking, digging into everything, and almost nobody sees it or wants to read it, while right next to me someone asks for the next 100x ticker or posts half…
Commentary & rants1 min
MSCI index classification is not a ban on Bitcoin companies
The headline “WALL STREET JUST BANNED BITCOIN COMPANIES FROM THE STOCK MARKET” is false, sensationalized and completely detached from reality.
Research & analysis4 min
Quantum-computing headlines and what was actually claimed
This claim is completely fake. Vitalik did NOT say “Bitcoin and Ethereum will be broken by 2028.” He described a long-term theoretical risk, not a countdown to destruction. Turning nuanced cryptography discussions into panic headlines is…
Research & analysis2 min
Oversimplified explanations and the information market
Oversimplified explanations and the information market. Dated original source, with context and links.
Commentary & rants1 min
Wallet rotation is not the same observation as a Bitcoin sale
Wallet rotation is not the same observation as a Bitcoin sale. Dated original source, with context and links.
Commentary & rants1 min
BANGERS and the claimed Nikita Bier connection
Let’s cut the crap. $BANGERS is not a project, it’s a scam in a costume, built entirely on fake rumors about @nikitabier, Head of Product at X, and the verified account @bangers.
Research & analysis2 min
The MASTR investigation toolkit
Cielo – Wallet Tracking (EVM, Bitcoin, Solana, Tron, etc.) 🔺TRM – Create graphs for addresses/transactions 🔺MetaSuites – Chrome extension that adds extra data on block explorers 🔺MetaSleuth – Similar to TRM but intended for retail users…
Research & analysis3 min
Paid promotion · 25 Apr 2025
No real scam exposer would ever sell an AI or a bot website as their main feature. For us, it's a gimmick - something to give back to the community and to add.
Commentary & rants1 min
A token scanner does not replace an onchain investigation
A token scanner does not replace an onchain investigation. Dated original source, with context and links.
Commentary & rants1 min
Neutrality, concentration and research accountability
Neutrality, concentration and research accountability. Dated original source, with context and links.
Commentary & rants1 min
Why copying a wallet does not copy its strategy
Why copying a wallet does not copy its strategy. Dated original source, with context and links.
Commentary & rants1 min
What doing your own research requires
A discussion of independent checks, source quality and the responsibilities hidden inside the phrase DYOR.
Original articles3 min
Evaluating a newly launched token
A practical starting point for reviewing the identity, distribution and risks of a new token.
Original articles3 min