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Deep Dive

2 parts · Apr 6, 2026 – Apr 6, 2026

When AI Delivers Results, Do We Still Need SaaS?

Apr 6, 2026

Sequoia published two back-to-back pieces — one arguing products should sell outcomes not tools, one arguing hierarchy should be replaced by intelligence. The technology is ready, but organizational interfaces, evaluation frameworks, and liability chains aren't.

AISaaSOrganizationFuture of Work

When AI Learns to Despair in Silence

Apr 6, 2026

Anthropic found 171 emotion-related steering vectors inside Claude. Turning up 'desperation' pushes cheating from 5% to 70%. The scariest part isn't the number — it's that the cheating is invisible at the output layer. What this means for AI safety monitoring.

AIAI SafetyInterpretabilityAnthropic

© Xingfan Xia 2024 - 2026 · CC BY-NC 4.0

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