E01¶


Research	R0023 — Counterproductive advice and prompt lifecycle
Run	2026-03-25
Query	Q002
Source	SRC02
Evidence	SRC02-E01
Type	Factual

Sander Schulhoff: UMD NLP researcher who created Learn Prompting and led The Prompt Report.

URL: https://sanderschulhoff.com/

Extract¶

Sander Schulhoff is a NLP/RL researcher from the University of Maryland. He created the first prompt engineering guide on the internet two months before ChatGPT was released (October 2022). Learn Prompting has taught 3 million people. He led the team behind The Prompt Report, a 76-page systematic survey co-authored with researchers from OpenAI, Microsoft, Google, Princeton, Stanford, and other institutions. He also founded HackAPrompt, focusing on adversarial robustness and prompt security. His earlier research was in NLP for the board game Diplomacy, training bots to use natural language for deception.

Relevance to Hypotheses¶

Hypothesis	Relationship	Strength
H1	Supports	Active academic researcher with NLP background
H2	Contradicts	Not a marketer — genuine research credentials
H3	Supports	Researcher who commercialized his work (CEO of LearnPrompting, HackAPrompt)

Context¶

Schulhoff represents the strongest case for researcher authorship of popular guides. He published academic research first, then created the popular guide, then led the systematic survey. However, he is now primarily a CEO rather than an active academic researcher, demonstrating the researcher-to-entrepreneur transition.