Cosimo Fedeli

@cosimofedeli.bsky.social

56 Followers 90 Following

Tinkerer, data scientist, AI engineer, astrophysics PhD. I follow science, data, tech, business & finance. Views are my own. https://www.linkedin.com/in/cosimo-fedeli

A side-by-side comparison of Graph of Thoughts with some earlier prompting frameworks: Basic Input/Output, Chain of Thoughts, Multiple Chain of Thoughts, and Tree of Thoughts
Me and students from Milan's Polytechnic school
Beacon tokens allow models to handle the same context length at a fraction of the computational cost
Beacon tokens are interleaved with regular tokens according to a specific compression ratio
Comparing Graph of Thoughts to other prompting techniques
The sequence of steps to achieve full-fledged hypothesis formalization: initial hypothesis formulation (abduction), inference of consequences (deduction), and modification of the original hypothesis (induction).