InstructGPT

A version of GPT fine-tuned for instruction following, exemplifying genie modality.

Neighborhood — ranked by edge-count

artifact

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

ChatGPTconcept0.761
OpenAI's commercially deployed dialogue agent; used for illustrative quotes about self-reference
Googleinstitute0.713
Murray Shanahan's part-time employer and provider of LLM technology.
Generate and Testframework0.689
Abstract iterative scheme underlying Darwinian evolution, GP, and Dennett's tower of learning.
GPT-4.1concept0.677
OpenAI model tested in Experiments 1, 3, 4; shows 100% experience reporting under self-referential induction
IMTL-Gmethod0.677
Gradient balancing enforcing equal projections on each task gradient.
GPT-4concept0.676
Large language model underlying ChatGPT and Bing Chat; used for illustrative quotes in the paper
Llama-3.2-1B-Instructconcept0.676
Smallest Llama model tested; benchmarked across all injection methods
Internet-scale Training Corpusconcept0.675
The large corpus of human-generated text on which LLMs are trained, which provisions character archetypes and narrative structures