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BGDoncaster

Whoa! LOTS to unpack here. Weekend Reading!

Anthropic reveals research how AI systems process information and make decisions. AI models can perform a chain of reasoning, can plan ahead, and sometimes work backward from a desired outcome. The research also provides insight into why language models hallucinate.

Interpretation techniques called “circuit tracing” and “attribution graphs” enable researchers to map out the specific pathways of neuron-like features that activate when models perform tasks. See the links below for details.

Summary Article: venturebeat.com/ai/anthropic-s

Circuit Tracing: transformer-circuits.pub/2025/

Research Overview: transformer-circuits.pub/2025/