Ontology

How Forward Deployed Engineering is done at Kepler — Vinoo Ganesh

How Forward Deployed Engineering is done at Kepler — Vinoo Ganesh

Vinoo Ganesh, formerly of Palantir, details how Forward Deployed Engineering (FDE) functions as a critical product strategy rather than a sales role. He shares insights from Palantir's Foundry development, emphasizing how FDEs embed with customers to uncover true problems, observe user behavior, define a common linguistic ontology, and build production-ready solutions from temporary fixes, ultimately driving core product leverage.

A Practitioner's Guide to Graphs - Tim Ainge, Good Collective

A Practitioner's Guide to Graphs - Tim Ainge, Good Collective

A speed-run through the fundamentals of graphs for AI engineers, covering how to build effective graphs from unstructured text using schema-first approaches and entity resolution, and then exploring powerful graph-native algorithms like Personalized PageRank, Shortest Path, and Subgraph Matching, all illustrated with real-world applications to create smarter, cheaper, and more reliable AI solutions.

Why Every Brain Metaphor in History Has Been Wrong [SPECIAL EDITION]

Why Every Brain Metaphor in History Has Been Wrong [SPECIAL EDITION]

An exploration of scientific simplification, questioning the metaphors we use to understand the brain and intelligence. This summary delves into the tension between creating useful models and mistaking them for reality, featuring insights on the mind-as-software debate, the limits of prediction versus understanding, and the philosophical underpinnings of our quest for AGI.