Author: CryptoExpert
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Guide to Loop Engineering: How ‘autoresearch’ and ‘Bilevel Autoresearch’ Turn AI Agents Into Autonomous Machine Learning ML Research Loops
[ad_1] Most people still use AI like a 2015 search box. You type, you read, you type again. A newer pattern replaces that manual back-and-forth with a loop. This guide explains loop engineering using two verified artifacts. The sources are Andrej Karpathy’s autoresearch repository and the Bilevel Autoresearch paper. The framing follows a write-up by…
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Bitcoin’s 14th Difficulty Reset Slashes Mining Pressure by 6.7 Trillion
[ad_1] Key Takeaways Bitcoin difficulty fell 5% to 127.17 trillion on July 11, its 14th adjustment of 2026. Hashrate dropped 7.9% in ten days to 908 EH/s, driving the difficulty cut. Hashprice rose 12.5% to $31.1 per PH/s but stayed 37.2% below its October 2025 peak. The adjustment landed at block height 957600. Difficulty moved…
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Polymarket odds lift to 79.5% for Fed hold in July after CPI risk note
[ad_1] Joerg Hiller Jul 12, 2026 14:26 A research note ahead of the CPI release warned that shifting Fed policy expectations could drive near-term stock volatility. Polymarket odds lift to 79.5% for Fed hold in July after CPI risk note Polymarket Reprices July 2026 Fed “No Change”…
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Bitcoin could drop below $63k as market structure remains volatile
[ad_1] Key takeaways Bitcoin (BTC) dropped below $64,000 despite improving derivatives data. Analysts at QCP note that July has historically been one of Bitcoin’s strongest months, averaging gains of around 7.5%. Glassnode says Bitcoin is showing signs of structural stabilization, with spot selling pressure easing significantly. Bitcoin (BTC) started July on firmer footing, recovering above…
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Forget typosquatting; slopsquatting is the software supply chain threat created by AI coding tools
[ad_1] Slopsquatting represents an emerging supply chain threat made possible by AI hallucinations. As developers increasingly rely on AI coding assistants, they unknowingly grant cybercriminals access to their software from day one. Understanding what slopsquatting is Slopsquatting is a new type of supply chain attack that uses large language model (LLM) hallucinations to inject malicious…
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Kraken Tether Gold Listing Adds A Commodity-Backed Twist To Crypto Trading Menus
[ad_1] Trusted Editorial content, reviewed by leading industry experts and seasoned editors. Ad Disclosure Kraken Tether Gold Listing Adds A Commodity-Backed Twist To Crypto Trading Menus is the kind of crypto story that looks simple at headline level but becomes more useful once you place it inside the wider market backdrop. Not every exchange listing…