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Изходен канал @clockstackwheels · Post #1078 · 4.03

Первоначально я очень скептически относился к написанию кода нейросетками. Но при этой оценке я допустил ошибку: пробовал технологию на сишарпе, который, во-первых, знаю хорошо, во-вторых, на котором пишут в основном всякий энтерпрайз, где важна архитектура. Нейросети раскрываются, когда тебе нужно закодить чисто утилитарную вещь на малознакомом языке. Архитектуру ты всё равно строишь сам, да и проверить существующий код в большинстве случаев можешь без проблем. Но при этом не обязан помнить, как там в какой-то популярной библиотеке называется нужный метод, или какие есть в этом языке нюансы синтаксиса. Программирование это разговор человека с компьютером на языке компьютера. Нейросети делают шаг в сторону языка человека, но не так, как думают авторы новостных заголовков. Пока ещё в основном нельзя сказать «Сделай мне программу, которая посчитает деньги». Ты всё ещё должен иметь представление о структурах данных, алгоритмах, и, в общем-то, должен быть способен за вменяемое время написать такую программу самостоятельно. Поэтому и с нейросетью ты общаешься соответственно: «Два метода, в первый на вход поступает словарь с таким-то ключом, вытащи из него значения и отсортируй вот этим вот лямбда-выражением, второй метод проверяет пересечение таких-то двух выборок на непустоту и возвращает булев ответ, затем...». И вот это работает очень круто, потому что ты труба шатал помнить, что в этих ваших питонах None вместо Null или как там в каком языке инициализируется список. А так можно написать проект в два-три раза быстрее и с тем же уровнем качества, что и сам. #dev

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Crypto M - Crypto News

@CryptoM · Post #64550 · 09.04.2026 г., 07:24

🚀 Avalanche Team Deposits Significant AVAX Tokens to CEX On April 9, it was reported that the Avalanche team has deposited approximately $180 million worth of AVAX tokens to a centralized exchange (CEX) over the past six months. According to BlockBeats On-chain Detection, this amount represents about 1.88% of the total circulating supply of AVAX tokens. Currently, this percentage of the circulating supply is valued at around $73 million. #Avalanche#AVAX#CEX#CryptoNews#Blockchain#TokenDeposit#Cryptocurrency#OnChainAnalysis

Crypto M - Crypto News

@CryptoM · Post #64827 · 10.04.2026 г., 02:45

🚀 Significant RAVE Token Movement Detected Amid Price Surge On April 10, two addresses suspected to belong to the same entity transferred 18.58 million RAVE tokens to a centralized exchange (CEX) 10 hours prior to a significant price increase. According to BlockBeats On-chain Detection, this transaction occurred when the token's price was $0.43, totaling $8 million. The current value of these tokens has risen to $19.08 million. The funds for these transactions originated from two sources: a withdrawal from the CEX and the RAVE token deployment address. #RAVE#Cryptocurrency#TokenTransfer#PriceSurge#OnChainAnalysis#Blockchain#CEX#CryptoTrading

Crypto M - Crypto News

@CryptoM · Post #64852 · 10.04.2026 г., 04:23

🚀 ZEC Experiences Significant Price Surge Amid Whale Activity ZEC has seen a notable price increase since April 8, according to Hyperliquid data. The cryptocurrency accelerated from approximately $269, achieving a 43.1% rise over two days. As of today, the price peaked at $385 and is currently reported at $367.5, marking a 24-hour increase of 15.7%. According to BlockBeats On-chain Detection, during this surge, whales who shorted before April 8 have incurred significant losses. Among the whales opening new million-dollar positions today, most are following the upward trend, with only one address, 0x931, taking a contrary short position. This short position was opened with a 10x leverage, amounting to $3.44 million at an average price of $365.8, with a liquidation price of $411.5. Additionally, the address has set take-profit and stop-loss orders at $350 and $411, respectively. #ZEC#Cryptocurrency#PriceSurge#WhaleActivity#Blockchain#CryptoTrading#OnChainAnalysis#LeverageTrading

Crypto M - Crypto News

@CryptoM · Post #64661 · 09.04.2026 г., 13:04

🚀 Bitcoin's Current Volatility May Present a Generational Buying Opportunity Cryptocurrency analyst Ali Martinez recently shared an analysis on the X platform, suggesting that instead of debating whether Bitcoin has hit its bottom, attention should be focused on whether the current volatility presents a 'generational buying opportunity.' According to Odaily, Martinez identifies key 'value zones' for the current cycle based on long-term trend lines, on-chain liquidity, and cost distribution indicators. The UTXO Realized Price Distribution (URPD) indicates a significant concentration of holdings between $63,111 and $70,685, forming the primary support band. If Bitcoin falls below $63,111, the market may enter a liquidity vacuum. From a long-term perspective, Bitcoin is nearing a critical ascending trend line from the past decade, approximately between $56,000 and $60,000. Historically, this position has often marked the accumulation phase before significant price increases. In more extreme scenarios, the CVDD indicator suggests a structural bottom around $47,960, while the MVRV 0.8 range at approximately $43,647 indicates a market in an 'extreme pain' phase, typically associated with exhaustion of selling pressure. In the event of a black swan event, prices could briefly dip to an extreme range of around $36,657. Based on these zones, Martinez employs a dollar-cost averaging (DCA) strategy, gradually increasing positions across different support bands to reduce overall holding costs. He believes the market is currently in a phase of low sentiment, but potential opportunities are gradually emerging. #Bitcoin#Cryptocurrency#CryptoTrading#MarketAnalysis#Volatility#InvestmentOpportunity#DCA#OnChainAnalysis#CryptoMarket#TradingStrategy#BTC

Venture Village Wall 🦄

@venturevillagewall · Post #4216 · 22.02.2025 г., 10:00

Bybit Hack Linked to Lazarus Group A recent analysis suggests the Bybit hack, involving ~$1.5 billion, may have been conducted by the North Korean Lazarus Group. Arkham Intelligence reports that the group likely converts ERC-20 tokens to ETH, then to BTC, possibly funding nuclear programs. Research also points to potential links with a previous attack on Phemex. Investigators note that funds were moved to wallet 0x33d0...8F65 during the laundering process. Read more: Forklog #Bybit#LazarusGroup#CyberSecurity#Blockchain#Crypto#Hacking#NorthKorea#Financing#CryptoCrime#DeFi#Ethereum#Bitcoin#ERC20#Phemex#FundsLaundering#OnChainAnalysis#ArkhamIntelligence#ZachXBT#AI#VC