North Coast Synthesis Ltd.

Tag: CoT

Cognitive Heads

2026-06-01 Video interpretation CoT attention text The heads in a multi-head attention transformer architecture tend to specialize for different functions. We can find the cognitive heads, responsible for individual steps in chains of thought, by imitating the techniques used in biology to study animal brains. Access: $$$ Pro

Chain of Thought prompting

2026-02-23 Video math prompting text CoT In domains like math and software engineering, it seems advantageous to have models "think" through their answers, step by step. Giving the model a few-shot prompt with examples of chain-of-thought reasoning seems useful in pushing it to generate such reasoning itself. Access: $ Basic

Data for testing logical inference

2025-09-08 Video training tools text logic CoT This short paper introduces a dataset, or software for generating such, to test language models' handling of chains of logical inference Access: $ Basic