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GSGerard Sansinai-cosmos.hashnode.dev·Nov 1, 2025 · 6 min read

The Mirage of Human-Like AI: A Sharp Critique of Machine Psychology Theater

If you want to watch a discipline collapse into self-delusion, follow the scent of overhyped research. The latest example is a paper claiming that Large Language Models can “reproduce human purchase i

GSGerard Sansinai-cosmos.hashnode.dev·Oct 29, 2025 · 9 min read

The Abstraction Illusion: How RLAD Teaches Parrots to Prompt Themselves

The AI research community has done it again. We’ve taken a genuine engineering achievement, wrapped it in aspirational terminology, and presented it as evidence of emerging intelligence. The latest exhibit: RLAD (Reinforcement Learning with Abstracti...

GSGerard Sansinai-cosmos.hashnode.dev·Oct 19, 2025 · 7 min read

The AI Medieval Era: Why We’re Mistaking Exploitation for Exploration

The field of artificial intelligence has entered what I call the Medieval Era—a period marked not by ignorance, but by a peculiar blindness. We have built something genuinely powerful. We’ve consolidated it into a dominant paradigm. And now, mistakin...