GateUser-dc27bd6b

Recently diving deep into the underlying logic of transformers
My deepest understanding is that
what AI considers "correct" is actually an extremely powerful function approximator, a form of ultimate statistical modeling
Based on this, I really believe that some people using the current capabilities of LLMs for quantification and even running live trading are no different from gambling—completely the wrong approach
Because the most proficient task of LLM models is predicting words. They are autoregressive models that can only output what is statistically "correct"
It's like asking them "Will B

I really can't understand why some people are bearish on their own industry.
Cryptocurrencies are high-beta liquidity assets and serve as a global liquidity barometer and a weather vane.
Complex geopolitical turbulence,
U.S.-China financial confrontation,
Speculation about a recession in the U.S. economy,
The four-year halving cycle,
The liquidity vacuum on 10.11,
These complex factors have the most direct impact of causing liquidity to decline.
Liquidity downturns naturally mean cryptocurrencies won't be strong.
It's said that after 10.11, the crypto market and the US stock

The future network architecture will definitely be a combination of multiple agents and humans. OpenClaw may have truly ushered in a new era. I think if there is a platform that can meet human needs—whether for entertainment or productivity—and can integrate and coordinate multiple agents, it would be a very innovative idea. For example, back in the early days of Stack Overflow, it was the open-source knowledge base for all programmers before the AI era. What if we create a version of an open-source knowledge base, like Google’s NotebookLLM, stored in a RAG format and called upon as needed? I

A whale falls, and all things thrive
The project team's demand for traffic through hype is genuinely present
Kaito's decline may perhaps give rise to some new opportunities
I think it's a positive for smaller accounts like mine, although in the short term, I don't see where the benefits are

BSC really is the M chain. Now I'm starting to miss the cows again😂😂
However, he's been scanning all along, it's just that his wallet was stolen and replaced due to debot.
There are still many retail investors. Do you really think people who follow orders are just using you as liquidity to double their capital?

The operation can be kicked out; a good hand played terribly.
Originally a star-level project.
At its peak, whether during ICO or airdrops, at least you should have distributed the tokens.
But you keep changing things, looking extremely unprofessional, afraid to give the community a little more money. In the end, does anyone still give you funding?
The valuation of that project on Poly has been known for a long time; a 1B valuation, yes, from 68 to 3. Luckily, I took a position; otherwise, I would have been completely rekted by your reverse leverage🫠🫠.

I was planning to execute a market-taker arbitrage by guessing the 2025 closing price of gold.
But as soon as I bought in, it dropped 🤡🤡 and I ended up being the one taking the loss.
Next time, I will never do this kind of end-of-day strategy again.

Bought a lot of lighter NO gradually at prices of 6b and 8b on poly and opinion.
It's a bit too blindly optimistic; it's already over 80 U.
The current market trend certainly won't issue such a large a7 a8 airdrop to so many people...
I only have one thing I don't understand. Airdrop expenses are generally a debt owed by the project party. This debt is squeezed out of a portion of the income. In other words, if the project party wants to issue 1 billion in airdrops, they must at least be able to earn 1 billion, right?
How does the project team make money? With 0 fees, they rely

If you're a complete beginner with zero coding experience and want to get started with vibe coding, the most important thing isn't to just start with cursor windsurf codex.
Instead, you should first go to Bilibili and review the basic syntax and data structures of commonly used programming languages.
Otherwise, the code generated by AI might just be a pile of crap that you don't know how to run.
I've been using GPT-3.5 to write code since then. After so many iterations, although its capabilities are getting stronger, expecting a complete novice who has never touched code to suddenly become an

Elizabeth has gone viral 😅😅
Even my friends who are into X but not into Web3 know about this legend now.
I blocked her a long, long time ago—her performative personality is really uncomfortable. I'm really curious how this will end.
If this thing goes viral outside the circle, the resulting public opinion could really be enough to get her in serious trouble.
Hope she gets what's coming 🙏🙏

The USD to CNY exchange rate has dropped to 6.9.
Even holding USDT is a loss now.

Blockchain is really full of opportunities.

What the hell is this broken chain? Opened with a premium and exchanged some mon, and now not a single dog has surged. Lost 800u @naddotfun, are you guys dead?