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。

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no-thinking time-horizons

6 atoms · 跨 1 天 · 首见 2026-06-10 · 最近 2026-06-10

三色: 🟦 fact 6 · 🟥 take 0 · stance ▲1/▼0/◆5

来源: X 6

时态: fresh:6

标签: 好数字:6

2026-06-10 · latent reasoning projection by 2030
no-CoT THs still reach almost 10 minutes of latent reasoning by 2030
tags: 好数字 · → daily
value: qty=10 minutes · date=2030

2026-06-10 · doubling period
no-thinking time-horizons doubling every 373 days
tags: 好数字 · → daily
value: qty=373 days
2026-06-10 · doubling requirement for total parameters
doubling the 50% TH requires a 4.2× increase in total parameters
tags: 好数字 · → daily
value: qty=4.2×
2026-06-10 · doubling requirement for active parameters
doubling the 50% TH requires a 2.1× increase in active parameters
tags: 好数字 · → daily
value: qty=2.1×
2026-06-10 · doubling requirement for layer count
doubling the 50% TH requires a 1.3× increase in layer count
tags: 好数字 · → daily
value: qty=1.3×
2026-06-10 · doubling requirement for pretraining FLOPs
doubling the 50% TH requires a 3.1× increase in pretraining FLOPs
tags: 好数字 · → daily
value: qty=3.1×