Prompt Engineering

Ever asked your GenAI to make a worksheet and thought, “This looks fine”? Now ask yourself: 🤔 Can a student with dyslexia access it? 🤔 Can a learner using a screen reader make sense of it? 🤔 What about a child who reads slowly or needs visual scaffolds? Most AI-generated content isn’t designed for everyone because it is a product of its training data. Statistically it has a likely 'default' or 'norm'. This means that 'standard' prompts often lead to outputs that: ➡️ Use dense, unchunked text ➡️ Have no alt-text, headings or visual cues ➡️ Assume fluent reading, writing, and motor skills ➡️ Lack any option for audio, simplified text, or multiple formats And that’s accessibility bias. It closes doors for learners. It gatekeeps learning. This is Post 1 in my new series: “10 Types of Bias in AI-Generated Content: A Practical Guide for Teachers and Educators.” Attached you can see my guide to accessible prompting. In the downloadable guide, you’ll get: ✔️ Real examples of biased prompts and revised, inclusive alternatives ✔️ Statutory links (SEND Code, Equality Act, WCAG 2.1) ✔️ A bias-mitigating “super prompt” ✔️ A customisable template prompt for use in any subject or age group Have a read through, check out my shared chats, or skip straight to the 'super-prompts' at the end and try it yourself. Let's fight that bias any way we can and let me know any aspects that work well for your learners. What do you think? Al Kingsley MBE Prof Miles Berry Tina Austin Darren Coxon Chris Goodall Arafeh Karimi Tim Dasey Matthew Wemyss Maria Rossini Dan Fitzpatrick Sam Canning-Kaplan Mark Anderson FCCT Tom Moseley James Bedford SFHEA Rachel Kent ChatGPT for Education | 34 comments on LinkedIn

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Another area of interest for Bill has been using AI tools to facilitate the work of collaborative teams. He has been creating collections of “prompt sets” that give participants a serie…

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OpenAI has recently released a new guide on how to craft effective prompts for their reasoning models. While AI is becoming increasingly powerful, the way users interact with these models plays a…

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A recent study from data protection startup Harmonic Security found that nearly one in 10 prompts used by business users when interacting with generative AI tools may inadvertently disclose sensitive data.

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Gen AI can now be used as a tool for creating effective and repeatable processes. Learn how educators can prompt AI to build reusable templates that can help you complete teaching tasks like drafting lesson plans and writing assignments.

We’re introducing a new built-in feature for Claude.ai, the analysis tool, that enables Claude to write and run code. With the analysis tool, Claude can process data, conduct analysis, and produce real-time insights.

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Prompt gallery to explore ideas for the Gemini API in Google AI Studio. Code examples and more on the Gemini API cookbook.

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Effective communication with AI language models is becoming increasingly important. But how can you craft prompts that consistently produce the desired results?

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study any concept in four easy steps, by applying AI and a Noble Prize winner approach