#python#brain_inspired_ai#deep_learning#large_language_models#reasoning
The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems.
https://github.com/sapientinc/HRM
📊 ETFs | Weekly Flows Snapshot
SOL ETFs were the only ones with net inflows among the top 3 this week.
#ETF#Flows#Markets
#BTC#ETH#SOL#Crypto
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結構解讀關鍵👇🥇資源搜索🖲️👆
📉 本週三大主流 ETF 資金流向出現明顯分化:
• BTC ETF:持續淨流出,賣壓集中於大型發行商
• ETH ETF:連續多日負流量,短線情緒偏保守
• SOL ETF:唯一錄得淨流入,資金逆勢布局
📈 結構解讀:
• 資金正在 避開高擁擠交易(BTC / ETH)
• SOL 成為短線輪動與主題交易承接標的
• ETF 流向顯示:市場並非全面風險退出,而是 選擇性進場
⚡️ 觀察重點:
若 SOL ETF 流入延續,可能代表
👉 資金正在測試「非 BTC / ETH 主流替代敘事」
👇⭐️👇
🤣留言分享觀點
🥲👇