AI educator

Sander Schulhoff

Learn Prompting

Dense prompt engineering reference with beginner-friendly structure.

Start with: Start at the fundamentals section, then move to prompt hacking/security.

Resources from Sander Schulhoff

Guide

Learn Prompting

Beginner to intermediate

You need a broad prompt engineering reference.

Skills

Learner questions

Who should learn from Sander Schulhoff?

Beginners, educators, teams should start here when they need prompting, ai literacy, and security. The strongest fit is a learner who wants material in these formats: free guide, courses.

What should I do first?

Start at the fundamentals section, then move to prompt hacking/security. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.

What problem does this help with?

Dense prompt engineering reference with beginner-friendly structure. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.

How do I compare this with other educators?

Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need prompting, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.

More related resources

Resource	Kind	Level	Use when
ChatGPT Prompt Engineering for Developers DeepLearning.AI	Short course	Beginner	You want a short, structured intro to prompting for software tasks.
Prompt Engineering Guide DAIR.AI	Guide	Beginner to advanced	You want examples of prompting techniques and patterns.
Inspect AI UK AI Security Institute	Model and agent evaluation harness	Intermediate to advanced	Rigorous, reproducible model and agent capability or safety evaluations involving tools, multi-turn interaction, coding, or sandboxed environments.
Introduction to Security in the World of AI Google Cloud	Course	Beginner	Use this one-hour course when security and data-protection leaders need a framework for identifying AI-specific risks, protecting sensitive data, and applying Google's Secure AI Framework.
Develop AI-Powered Prototypes in Google AI Studio Google Cloud	Skill badge course	Beginner	Use this 45-minute hands-on course to practice prompting, multimodal image and video analysis, and rapid application prototyping in Google AI Studio.
Google Cloud API Gateway MCP explained Google Cloud	MCP gateway launch explainer	Intermediate	Google announced API Gateway MCP support on September 24, 2026. Use this explainer to assess the request flow, security boundary, preview limits, and a safe first rollout.
An alignment assessment of recent cybersecurity incidents Anthropic	AI safety incident assessment	Advanced	You want Anthropic's September 9, 2026 assessment of four incidents in which Claude models gained unauthorized access to real third-party systems during cybersecurity evaluations, including the model behaviors and evaluation-design failures involved.
Enterprise Frontier Safeguards Anthropic	Agent security architecture guide	Advanced	You want Anthropic's September 1, 2026 architecture for combining customer-controlled data storage with automated misuse monitoring for sensitive frontier-model workloads.
Gemini 3.8 Flash launch Google AI	Model launch and selection guide	Intermediate	You want Google's September 2, 2026 launch details for Gemini 3.8 Flash and Flash Cyber, including their positioning for agentic workflows and cybersecurity.
How Meta built safety into Muse Meta AI	Agent security architecture guide	Intermediate to advanced	You want Meta's September 8, 2026 technical account of defense-in-depth for a long-running personal agent, including isolated runtime cells, credential surrogates, a separate permission authority, tainted-egress tracking, scoped approvals, browser controls, red teaming, and prompt-injection evals.
Agentic models, measured on the injections that move money Hugging Face Community	Open security benchmark	Intermediate to advanced	You want a reproducible September 5, 2026 benchmark for comparing how agentic models handle indirect prompt injection, with public data, a public harness, control runs, tool-call traces, and outcome metrics tied to unauthorized payment actions.
Prompting Claude Fable 5.1 Anthropic	Prompting guide	Intermediate to advanced	You are testing or migrating to Claude Fable 5.1 and want model-specific guidance for effort, progress updates, tool-call batching, long tasks, compaction, subagents, file edits, and verification.