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Applied AI·September 21, 2026·1 min read

Work as you know it will be a relic of the past

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The near-term shift isn’t job loss, it’s task unbundling — knowledge work gets sliced into smaller units that AI can draft and humans can verify. Operators should be redesigning roles and workflows around review, escalation, and exception handling, not waiting for a clean ‘AI job replacement’ moment.

Applied AI

After hacking incidents and the industry's existential risk warnings, we need a regulatory ban on RSI, as competition drives unchecked autonomous acceleration

Calls for a regulatory ban on recursive self-improvement are an early attempt to draw a bright line before agentic systems start self-modifying in the wild. If you’re building advanced agents, expect scrutiny to focus on self-learning and autonomy features long before there’s consensus on capability thresholds.