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JX Live! Panel Calls for an AI Vision Beyond Crisis Response

Four voices from tech, advertising, and politics clashed over AI's promise and risk, with one lawmaker warning that labor disruption is no longer a future problem. The post JX Live! Panel Calls for an AI Vision Beyond Crisis Response first appeared on JAPAN Forward .

We haven't written up this one. Japan Forward has the full story — the link below goes straight to it.

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What on-device should mean for a Mac AI assistant

An AI assistant can run as a Mac app and still send its most important work somewhere else. The window is local. The data path might not be.

  • An AI assistant can work locally while still using networked features.
  • Screen context should be minimal, with data stored locally and user-controlled.
  • Permission prompts should be transparent, specific, and user-requested.

DeepSeek vs Qwen vs Kimi vs GLM: Which One Should You Use?

DeepSeek vs Qwen vs Kimi vs GLM: Which One Should You Use? Hey there! Let me be honest with you — a few months ago, I was stuck in a rut.

  • DeepSeek V4 Flash is cheapest at $0.25 per million output tokens
  • Qwen offers most complete model family with VL series for image tasks
  • GLM is cheapest at $0.01–$1.92 per million tokens, budget pick

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