WinnieProMaxAI GUIDE
Menu

THE PRACTICAL LIBRARY

Browse AI guides

Read the available guides below. If you want to narrow the list, use the optional Finder; you can skip every choice.

Read the foundations in order, choose the English-practice path, or browse individual articles.

Start from scratch →Learn English with AI →
Reset choices

You can skip any choice. Only tasks with matching material are available.

31 readable articles · 0 planned outlines

AD04 · READABLE LESSON

Finish Advanced: design and evaluate an AI knowledge assistant

Complete an evidence-backed prototype conversation, a workflow design, failure tests and a measured decision about what to improve.

Intermediate · Automate a repeated taskRead article →

AD03 · READABLE LESSON

Design a workflow across text, images, audio and data

Separate recognition, interpretation, calculation and generation, then preserve evidence through a worked learning-pack example.

Intermediate · Create an image or a small toolRead article →

AD02 · READABLE LESSON

Build a knowledge workflow and test retrieval separately

Follow documents from ingestion to a sourced answer; practise retrieval, conflicting versions and permission-aware failure handling.

Intermediate · Find answers in a documentRead article →

AD01 · READABLE LESSON

Choose a model and decide what to change

Distinguish pretraining, inference, prompting, retrieval and fine-tuning; design a controlled comparison for a real task.

Intermediate · AI explained simplyRead article →

B02 · READABLE LESSON

Finish Base: use AI to prepare something useful

Bring together a source, an explanation, a calculation and a small deliverable; check whether you can use AI independently.

Beginner · AI explained simplyRead article →

B01 · READABLE LESSON

How AI learns, answers and uses information

Understand training, generated answers, supplied documents and connected tools without needing mathematics or code.

Beginner · AI explained simplyRead article →

P06 · READABLE LESSON

Choose a useful AI project before choosing a platform

Compare three agency tasks, define a small pilot and count review effort as part of the result.

Intermediate · Automate a repeated taskRead article →

P05 · READABLE LESSON

Read an AI benchmark without turning it into a promise

Understand what was measured, compare reliability and cost, and turn a headline into a small test for your own task.

Beginner · Find answers in a documentRead article →

P04 · READABLE LESSON

Have a useful voice conversation with AI

Try a short spoken explanation or rehearsal, ask follow-up questions and keep control of microphone and camera access.

Beginner · Practise a language or skillRead article →

P03 · READABLE LESSON

Explore an idea with AI images, then direct the changes

Write a visual brief, distinguish generation from editing and judge whether a fictional poster concept serves its purpose.

Beginner · Create an image or a small toolRead article →

P02 · READABLE LESSON

Turn a small table into a chart you can explain

Choose a question, check a calculation and use AI to prepare a chart without inventing data or conclusions.

Beginner · Make a table from notesRead article →

P01 · READABLE LESSON

Turn a confusing document into an explanation you can check

Ask questions about a supplied letter, compare what it states with what is missing and prepare a useful one-page guide.

Beginner · Find answers in a documentRead article →

CA06 · READABLE LESSON

Defend an architecture and check what you still need to learn

Complete an agency-assistant design, reason through original scenarios and separate study progress from certification readiness.

Intermediate · Automate a repeated taskRead article →

CA05 · READABLE LESSON

Keep context, structured output and evaluation separate

Extract a small invoice record, retain uncertainty and build checks for evidence, format and business meaning.

Intermediate · Automate a repeated taskRead article →

CA04 · READABLE LESSON

Give Claude Code a bounded change and evidence to check

Prepare project instructions, distinguish permissions from prompts and review a fictional product-comparison change.

Intermediate · Automate a repeated taskRead article →

CA03 · READABLE LESSON

Design tools and MCP boundaries that match the task

Separate discovery, read access, drafts and writes; design a fictional coaching-record integration with meaningful errors.

Intermediate · Automate a repeated taskRead article →

CA02 · READABLE LESSON

Follow the Claude tool cycle without inventing success

Trace a requested operation, its real result and the next model response; handle interrupted and unsuccessful runs.

Intermediate · Automate a repeated taskRead article →

CA01 · READABLE LESSON

Choose an answer, a workflow or an agent

Design a useful Claude application by deciding what the model should choose, what code must enforce and what a person must approve.

Intermediate · Automate a repeated taskRead article →

E04 · READABLE LESSON

Build a study routine and check progress honestly

Plan a realistic study week and compare progress under clear conditions without a promise of C1.

Intermediate · Practise a language or skillRead article →

E03 · READABLE LESSON

Practise speaking and writing while keeping the effort yours

Complete a role-play and writing task, repair selected points and transfer them to a new topic.

Intermediate · Practise a language or skillRead article →

E02 · READABLE LESSON

Read and listen before asking AI to explain

Practise reading and listening before requesting explanations, with evidence and self-correction.

Intermediate · Practise a language or skillRead article →

E01 · READABLE LESSON

Set up an AI study partner and establish your starting point

Configure a practice partner and build an unassisted skill profile without a certified CEFR claim.

Intermediate · Practise a language or skillRead article →

A09 · READABLE LESSON

Understand tools, workflows and agents

Distinguish tools, fixed workflows and agents, with approval and failure handling.

Beginner · AI explained simplyRead article →

A08 · READABLE LESSON

Give AI the right context and know where its knowledge comes from

Understand context, sources, retrieval, memory and fine-tuning through a small fictional policy task.

Beginner · AI explained simplyRead article →

A07 · READABLE LESSON

Understand what is changing and what remains uncertain

Separate existing capabilities from demonstrations, productivity claims and uncertain forecasts.

Beginner · AI explained simplyRead article →

A06 · READABLE LESSON

Choose a useful AI application in work and daily life

Discover everyday transformations: notes to a document, numbers to a chart, an idea to an image and voice practice.

Beginner · AI explained simplyRead article →

AI-003 · READABLE LESSON

Ask for useful work and check the result

Describe a useful task, compare provided options and check facts, calculations and constraints.

Beginner · AI explained simplyRead article →

A04 · READABLE LESSON

Have your first useful AI conversation

Open an official service, ask a simple question, refine the answer and know when to verify elsewhere.

Beginner · AI explained simplyRead article →

A02 · READABLE LESSON

Meet the main AI services without choosing a winner

Meet recognizable AI services and compare them on a small task without chasing a universal winner.

Beginner · AI explained simplyRead article →

A01 · READABLE LESSON

Understand the AI system you are using

Understand what AI can do and distinguish a model, an application, a source and an action.

Beginner · AI explained simplyRead article →

A03 · READABLE LESSON

Turn rough notes into a plan you can check

Have useful notes but no clear next step? An AI assistant can help turn them into a draft plan. Give it the goal, the constraints and the facts it must preserve. For example, a fictional teacher’s notes can become a lesson outline with unanswered questions kept visible. Compare every proposed step with the notes before using it: a tidy plan may contain an invented deadline or promise. Start with the short worked example below, then repair a deliberately flawed plan yourself.

Beginner · Plan a lesson or sessionRead article →

Browse topics