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GM labs 伟子哥

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Before trading cryptocurrencies, we charge forward; after trading cryptocurrencies, we focus on risk management. When first entering the market, the charts are as you imagine them. "No fear"—not that you don't understand the risks, but the illusion granted by a bull market: the volatility is so high that you think it's all profit. You're willing to go all-in on a speculative project, willing to leverage contracts up to 100 times, and treat every pullback as a signal to increase your position. The courage at this moment, driven by the expectation of wealth, also overdraws the most vulnerable lines of defense in your account. You believe that "a day in the crypto world is like a year in the real world," because stories abound, and opportunities seem countless and easily missed. Then, a deeply memorable moment—perhaps a liquidation, a project running away, or a sharp transition between bull and bear markets—reveals the cyclical laws quietly. It has always existed, like a pendulum, only that during a bull market, you are pushed to fly, and the illusion can run endlessly. After several years of trading, you become "very respectful." It’s not that you stop charging in; you understand the source code of market rules. You discover that capital is the only means of production, that risks need to be managed rather than blindly exposed, and that returns are probabilistic, requiring calculation at every step. You begin to respect the laws: the laws of bull and bear markets, the laws of capital, the laws of emotions, the laws of valuation. From "I need to grab every opportunity" to "I only seize a few that I can understand," this is not retreating; it is system evolution. The true survival rule in the crypto world may lie in making the most rational decision at the appropriate cycle. In the early stages of a bull market, capturing Beta with full force is a gift of the cycle; in the later stages of a bull market, carefully safeguarding profits is the realization of knowledge. The cycle never rewards or punishes anyone. It simply mechanically recycles, and after being liquidated a few times, you finally learn to find your own, more sustainable position within its rhythm. Before trading cryptocurrencies, we chase hundredfold returns; after trading cryptocurrencies, we refuse to go to zero. This is not conceding to the market, but a deeper symbiosis with the cycle—knowing when to be greedy and when to be fearful, drawing a curve of both aggressive and steady compound growth along the lines of capital.
Before trading cryptocurrencies, we charge forward; after trading cryptocurrencies, we focus on risk management.

When first entering the market, the charts are as you imagine them. "No fear"—not that you don't understand the risks, but the illusion granted by a bull market: the volatility is so high that you think it's all profit. You're willing to go all-in on a speculative project, willing to leverage contracts up to 100 times, and treat every pullback as a signal to increase your position. The courage at this moment, driven by the expectation of wealth, also overdraws the most vulnerable lines of defense in your account. You believe that "a day in the crypto world is like a year in the real world," because stories abound, and opportunities seem countless and easily missed.

Then, a deeply memorable moment—perhaps a liquidation, a project running away, or a sharp transition between bull and bear markets—reveals the cyclical laws quietly. It has always existed, like a pendulum, only that during a bull market, you are pushed to fly, and the illusion can run endlessly.

After several years of trading, you become "very respectful." It’s not that you stop charging in; you understand the source code of market rules. You discover that capital is the only means of production, that risks need to be managed rather than blindly exposed, and that returns are probabilistic, requiring calculation at every step. You begin to respect the laws: the laws of bull and bear markets, the laws of capital, the laws of emotions, the laws of valuation. From "I need to grab every opportunity" to "I only seize a few that I can understand," this is not retreating; it is system evolution.

The true survival rule in the crypto world may lie in making the most rational decision at the appropriate cycle. In the early stages of a bull market, capturing Beta with full force is a gift of the cycle; in the later stages of a bull market, carefully safeguarding profits is the realization of knowledge.

The cycle never rewards or punishes anyone. It simply mechanically recycles, and after being liquidated a few times, you finally learn to find your own, more sustainable position within its rhythm.

Before trading cryptocurrencies, we chase hundredfold returns; after trading cryptocurrencies, we refuse to go to zero. This is not conceding to the market, but a deeper symbiosis with the cycle—knowing when to be greedy and when to be fearful, drawing a curve of both aggressive and steady compound growth along the lines of capital.
🎙️ 币安大会回顾:所见、所闻、所感。 嘉宾:林克、坚果、鬼叔、Tina、滕蔓鲁哥、小筑、伟子哥、K线画师 畅所欲言:聊行情、聊赛道、聊未来。
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When AI Meets Blockchain: Revolution or Bubble? The combination of AI and blockchain is becoming a new trend, but behind the noise, what are we really pursuing? Three major real-world applications have emerged: · Computing Power Market: Incentivizing the sharing of GPU resources through tokens to address the shortage of AI computing power · Data Economy: Blockchain certifying training data, allowing data contributors to receive rewards · Trustworthy AI: Putting model outputs and decision-making processes on-chain to establish a verifiable trust mechanism The current bottlenecks cannot be ignored: ▷ High costs of on-chain storage and computation ▷ Difficulty distinguishing between real demand and speculative hype ▷ An inherent tension between decentralization and AI efficiency Trends worth noting: 1. Lightweight Verification: Only key data hashes are put on-chain, balancing efficiency and credibility 2. Hybrid Architecture: Core computations are performed off-chain, only verification processes are on-chain 3. Breakthroughs in Vertical Fields: Medical data sharing, research collaboration, and other scenarios are leading the way --- True innovation requires time to settle. What remains in the next cycle will not be the vague "AI + Blockchain" concept, but projects that solve specific problems and create real value. #加密市场观察 $
When AI Meets Blockchain: Revolution or Bubble?

The combination of AI and blockchain is becoming a new trend, but behind the noise, what are we really pursuing?

Three major real-world applications have emerged:

· Computing Power Market: Incentivizing the sharing of GPU resources through tokens to address the shortage of AI computing power
· Data Economy: Blockchain certifying training data, allowing data contributors to receive rewards
· Trustworthy AI: Putting model outputs and decision-making processes on-chain to establish a verifiable trust mechanism

The current bottlenecks cannot be ignored:
▷ High costs of on-chain storage and computation
▷ Difficulty distinguishing between real demand and speculative hype
▷ An inherent tension between decentralization and AI efficiency

Trends worth noting:

1. Lightweight Verification: Only key data hashes are put on-chain, balancing efficiency and credibility
2. Hybrid Architecture: Core computations are performed off-chain, only verification processes are on-chain
3. Breakthroughs in Vertical Fields: Medical data sharing, research collaboration, and other scenarios are leading the way

---

True innovation requires time to settle. What remains in the next cycle will not be the vague "AI + Blockchain" concept, but projects that solve specific problems and create real value. #加密市场观察 $
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Crypto: Where has the liquidity gone?Crypto market alert: liquidity exhaustion—an undercurrent or an opportunity? In recent market fluctuations, a term has repeatedly emerged: 'liquidity exhaustion.' This phrase sounds unsettling, but what does it actually mean? What impact does it have on the average investor? Today, we will delve into this key topic. What is liquidity exhaustion? Simply put, liquidity refers to the extent to which an asset can be quickly bought or sold at market prices. When market liquidity is ample, there are many buyers and sellers, making transactions easy to complete, and price fluctuations are relatively stable. However, when liquidity is exhausted, the bid-ask spread widens, making it difficult to execute trades, and small transactions can trigger severe price volatility.

Crypto: Where has the liquidity gone?

Crypto market alert: liquidity exhaustion—an undercurrent or an opportunity?

In recent market fluctuations, a term has repeatedly emerged: 'liquidity exhaustion.' This phrase sounds unsettling, but what does it actually mean? What impact does it have on the average investor? Today, we will delve into this key topic.

What is liquidity exhaustion?

Simply put, liquidity refers to the extent to which an asset can be quickly bought or sold at market prices. When market liquidity is ample, there are many buyers and sellers, making transactions easy to complete, and price fluctuations are relatively stable. However, when liquidity is exhausted, the bid-ask spread widens, making it difficult to execute trades, and small transactions can trigger severe price volatility.
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Gm labs Dyyyy
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《crypto Ai agent到底是伪需求还是真应用》

一、 行业现状:泡沫破裂,价值回归

当前领域已走出早期狂热,进入理性建设期。

· 市场表现:早期以发币炒作为主的“AI概念”项目(如简单聊天机器人)泡沫已破裂,代币普遍暴跌超90%,被广泛视为“伪需求”。
· 真正发展:资本仍持续流入(2025年融资超13.9亿美元),投资重点转向能解决实际问题的技术,行业基础正在夯实。

二、 核心挑战:必须跨越的三道坎

要成为“真应用”,必须突破以下关键瓶颈:

1. 技术可靠性:需克服通用大模型的“幻觉”和数据延迟问题,提供精准、实时的加密市场分析。
2. 功能实用性:需具备真正的链上自主行动能力(如执行交易),而非仅停留在对话层面。
3. 模式可持续性:需设计健康的代币经济模型,避免过度依赖代币投机,以支持业务长期发展。

三、 真实应用:已浮现的四大价值场景

在特定垂直领域,解决实际问题的应用已开始落地:

· 专业研究分析(如SERA-Crypto):提供带可验证来源的深度行业分析,替代肤浅的通用问答。
· 简化交易管理(如GetAgent):通过自然语言交互,降低普通用户的投资分析与操作门槛。
· 自动化DeFi策略(如Wayfinder):由AI代理7x24小时自动执行复杂的链上投资策略。
· 去中心化AI协调(如Bittensor):利用代币经济激励全球协作,构建去中心化的AI服务网络。

总而言之,脱离具体场景、以融资为目的的AI代理是“伪需求”;而能解决加密货币领域核心痛点(信息、操作、自动化)的专业化、可行动代理,正展现出“真应用”的潜力。未来的关键在于从“通用聊天”转向“专业服务”,并深度集成至各类加密产品中。#Ai
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周周1688
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【Cryptocurrency Cultivation】
Don't just envy others' account gains
Every eye that understands the cycle has once stared into the abyss amidst the waterfall. What is called bottom-fishing is merely turning the market's panic into fuel for one's own understanding!
#BNB
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Brothers, as long as there is a response, it's fine. Next time, I'll send everyone a big one.
Brothers, as long as there is a response, it's fine. Next time, I'll send everyone a big one.
GM labs 伟子哥
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📈 # Powell's Speech #美联储重启降息步伐 $BTC $XRP
Analysis of Potential Impact on Cryptocurrency

Scenario One: Hawkish Outcome (Above Expectations)

· Performance: The dot plot shows only 2 rate cuts (or fewer) in 2024, Powell emphasizes "no rush to cut rates".
· Market Reaction: The US Dollar Index (DXY) surges, US stocks are under pressure, and cryptocurrencies are likely to follow US stocks with a short-term decline.
· Logic: The high interest rate environment continues, suppressing risk asset valuations, with expectations of tightening market liquidity.
· Key Levels: Closely monitor BTC's test of key support levels (such as the $60,000-$62,000 range).

Scenario Two: Neutral/As Expected

· Performance: Maintains the forecast of 3 rate cuts in 2024, Powell's wording is balanced, acknowledging inflation progress while emphasizing reliance on data.
· Market Reaction: Volatility may rise first and then fall, with the market continuing the original trend after digestion. BTC may seek direction after minor fluctuations.
· Logic: Uncertainty is eliminated, and market attention returns to ETF fund flows, industry narratives, and other fundamentals.

Scenario Three: Dovish Surprise (Below Expectations)

· Performance: The dot plot maintains or increases the number of rate cuts, Powell expresses optimism about declining inflation.
· Market Reaction: Risk assets rejoice, and US stocks and cryptocurrencies (especially altcoins) may experience a broad rally.
· Logic: Early confirmation of an easing cycle, with a significant increase in market risk appetite and liquidity expectations driving the rise.
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📈 # Powell's Speech #美联储重启降息步伐 $BTC $XRP Analysis of Potential Impact on Cryptocurrency Scenario One: Hawkish Outcome (Above Expectations) · Performance: The dot plot shows only 2 rate cuts (or fewer) in 2024, Powell emphasizes "no rush to cut rates". · Market Reaction: The US Dollar Index (DXY) surges, US stocks are under pressure, and cryptocurrencies are likely to follow US stocks with a short-term decline. · Logic: The high interest rate environment continues, suppressing risk asset valuations, with expectations of tightening market liquidity. · Key Levels: Closely monitor BTC's test of key support levels (such as the $60,000-$62,000 range). Scenario Two: Neutral/As Expected · Performance: Maintains the forecast of 3 rate cuts in 2024, Powell's wording is balanced, acknowledging inflation progress while emphasizing reliance on data. · Market Reaction: Volatility may rise first and then fall, with the market continuing the original trend after digestion. BTC may seek direction after minor fluctuations. · Logic: Uncertainty is eliminated, and market attention returns to ETF fund flows, industry narratives, and other fundamentals. Scenario Three: Dovish Surprise (Below Expectations) · Performance: The dot plot maintains or increases the number of rate cuts, Powell expresses optimism about declining inflation. · Market Reaction: Risk assets rejoice, and US stocks and cryptocurrencies (especially altcoins) may experience a broad rally. · Logic: Early confirmation of an easing cycle, with a significant increase in market risk appetite and liquidity expectations driving the rise.
📈 # Powell's Speech #美联储重启降息步伐 $BTC $XRP
Analysis of Potential Impact on Cryptocurrency

Scenario One: Hawkish Outcome (Above Expectations)

· Performance: The dot plot shows only 2 rate cuts (or fewer) in 2024, Powell emphasizes "no rush to cut rates".
· Market Reaction: The US Dollar Index (DXY) surges, US stocks are under pressure, and cryptocurrencies are likely to follow US stocks with a short-term decline.
· Logic: The high interest rate environment continues, suppressing risk asset valuations, with expectations of tightening market liquidity.
· Key Levels: Closely monitor BTC's test of key support levels (such as the $60,000-$62,000 range).

Scenario Two: Neutral/As Expected

· Performance: Maintains the forecast of 3 rate cuts in 2024, Powell's wording is balanced, acknowledging inflation progress while emphasizing reliance on data.
· Market Reaction: Volatility may rise first and then fall, with the market continuing the original trend after digestion. BTC may seek direction after minor fluctuations.
· Logic: Uncertainty is eliminated, and market attention returns to ETF fund flows, industry narratives, and other fundamentals.

Scenario Three: Dovish Surprise (Below Expectations)

· Performance: The dot plot maintains or increases the number of rate cuts, Powell expresses optimism about declining inflation.
· Market Reaction: Risk assets rejoice, and US stocks and cryptocurrencies (especially altcoins) may experience a broad rally.
· Logic: Early confirmation of an easing cycle, with a significant increase in market risk appetite and liquidity expectations driving the rise.
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🎙️ btc企稳了没,到底该不该做多?
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