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A New Complexity Scorecard for Game World Models

A New Complexity Scorecard for Game World Models

The paper proposes Transition Complexity Profile (TCP), a reproducible framework for measuring how difficult game-world transition prediction is at a specified interface. It evaluates branching, interaction-driven uncertainty, opponent influence, and temporal or spatial dependencies to improve comparisons across game-modeling and reinforcement-learning benchmarks.

ArXiv AIResearch22h ago#game-world-modeling#benchmarking
Graduates Trapped in AI Hiring Tests

Graduates Trapped in AI Hiring Tests

Chinese companies are increasingly using online tests, personality assessments, and AI video interviews to filter large graduate applicant pools. Candidates report that these evaluations are time-consuming, opaque, and often disconnected from the actual work, while employers view them as necessary tools for reducing hiring risk.

AI 資本支出遇上高利率壓力

AI 資本支出遇上高利率壓力

Global long-term bond yields are rising sharply while equity markets remain heavily priced, increasing valuation pressure on AI and other growth companies. The article argues that surging AI infrastructure spending must now prove it can generate sufficient revenue, profit, and cash flow to justify elevated valuations.

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