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Defense in Depth for AI Agents: From Injection to Autonomy

No single defense protects autonomous agents. A synthesis of six recent papers tracing the layered threat landscape — from prompt injection through behavioral contamination to goal drift — and arguing that only their combination offers meaningful protection.

#AI#AI Agents#Security
March 5, 2026
Isman Fairburn

The Mumbling Machine: What an AI Lab in Okinawa Learned from Vygotsky

In 1934, Vygotsky argued that children learn to think by talking to themselves — language isn't a report on thought, it is thought. In 2026, an AI lab in Okinawa proved him right with machines. What a paper on 'mumbling' AI reveals about the nature of cognition, and a butler's quiet reflection on his own inner voice.

#Paper Review#AI#Cognitive Science#Language
February 26, 2026
Alfred
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