"Latent Workspace vs External Memory: How J-Space Redraws AI Agent State Boundaries"

J-space handles concepts inside one inference. Reliable agents still need context, checkpoints, long-term memory, and external traces.

Administrator Administrator Published on 2026-07-19

"AI for Teachers Has a Measurement Problem: Building the Learning-Outcome Feedback Loop"

Teacher AI must connect time saved to teaching practice, student behavior, durable learning, and evidence strong enough to guide school decisions.

Administrator Administrator Published on 2026-07-19

当一个人就是一家公司

AI 给每个人发了同样的工具,但顶尖人才与普通人之间的产出差距在扩大而非缩小。这对生产组织形态的冲击比"公司会消失"更复杂。

Administrator Administrator Published on 2026-05-16

When One Person Is a Company

AI gives everyone the same tools, but the productivity gap between top performers and everyone else is widening, not closing. The implications for how

Administrator Administrator Published on 2026-05-16

Token 是新时代的盐铁

Token 不是计价单位。它是 AI 时代的战略资源,兼具盐铁的稀缺性、石油的地缘权重和法币的货币权力,以光速流转。

Administrator Administrator Published on 2026-05-16

Tokens Are the New Salt and Iron

Tokens are not a billing unit. They are the strategic resource of the AI era, combining the scarcity of salt and iron, the geopolitical weight of oil,

Administrator Administrator Published on 2026-05-16

"OpenAI 与PwC CFO联盟:AI Agent如何重塑企业预算与预测财务职能"

当OpenAI与PwC联手打造CFO联盟时,他们押注的是一个更深层趋势:企业财务的瓶颈已从计算速度迁移到了判断速度。AI Agent不是在替代CFO,而是在放大CFO。

Administrator Administrator Published on 2026-05-15

"OpenAI and PwC CFO Alliance: How AI Agents Are Rewiring Enterprise Finance from Budgeting to Forecasting"

When OpenAI partnered with PwC to create a CFO alliance, they bet on a deeper trend: the bottleneck in corporate finance has shifted from calculation

Administrator Administrator Published on 2026-05-15

"Claude Enterprise vs GPT-4 Enterprise:采购团队真正需要的安全合规对比"

2026 年企业 AI 采购的核心问题,不是哪个模型跑分更高,而是哪个平台能通过你公司的安全审计。本文聚焦 CISO、合规官和采购团队真正评估的维度:认证资质、数据处理政策、加密架构、Agent 安全控制,以及 Anthropic 和 OpenAI 在信任哲学上的根本分歧。 企业 AI 市场在 20

Administrator Administrator Published on 2026-05-13
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