以下部分引用 AI 总结，现阶段 AI 仍然有幻觉。请以内容的原文为准。

数据新鲜度群聊 07-14 ✓卖方 07-14 ✓Wrap 断档15天 ✕News 07-15 ✓X 断档12天 ✕页面生成 07-15

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X · 44 atoms · 2025-12-16 → 2026-06-29 · 信用档先验 cred3

🟦 fact 14 · 🟥 take 30 · stance ▲16/▼7/◆5

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股价上涨 (2) · 产能约束 (2) · 股价变动 (2) · 持仓调整 (2) · 股价下跌 (2) · 投资者亏损 (2) · 财报驱动 (1) · 融资状态 (1)

2026-06-22 · Reddit · at internet-scale needed for frontier model pretraining, basically no other training data source matches the quality
2026-06-24 · Reddit · at pretraining scale data licenses actually matter for leading labs
2026-06-24 · Reddit · for post-training, pretty much any question humans still post on reddit are things LLMs still can't oneshot, so it's very good 'LLM-proof' data
2026-06-25 · ASE · $MU CEO predicts a multi-decade memory demand cycle driven by humanoid robots.
2026-06-27 · non-US citizen · any currently non-US citizen is not getting access in a fast takeoff world lol, since it takes many years to become a citizen on average (and even then USG can just cook up some ot