
Mechanistic Interpretability and Artificial Psycholinguistics in LLMs
| Platform | Pricing | Only free issues | Publishes | Weekly | |
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| Issues | 30 | Subscribers | Read | arshavirblackwell.substack.com |
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The first piece in this series documented what fluency-as-validity looks like across a spectrum from naive to sophisticated (see Lawson Berstein). The second explained why it works — a reinforcing loop of cognitive heuristics, each pre-cons...
The first piece in this series, *Fluency as Validity*, documented a specific failure: mistaking the linguistic fluency of LLM output for evidence of soundness, understanding, or mind. The examples ranged from a GitHub repo with hardcoded “C...
We rarely decide something is true. We decide to stop checking. “Good enough!” we think.
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Through "Inside the Black Box", I translate how AI actually works—the hidden mechanisms, the failure modes, the surprising capabilities—into clear language for builders, creatives, and curious professionals.
AI systems architect & MI researcher. We build research infrastructure including automated pipelines, multi-agent loops, evaluation frameworks. Then use them to study how fine-tuning reshapes capability, safety, compliance, governance.
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