Learning Insights
School Admin Dashboard: School Wide Consent Posture As A Single Artefact
A single pane for school admins — pending teacher approvals, classroom rosters, school-wide consent posture, counsellor configuration, and the audit trail behind every safeguarding flag. A AU school-admin guide from Maya Patel.
21 May 2026
Weekly Curiosity Quests: Why Curiosity Should Be On The Curriculum
Each week the system picks a topic the student is interested in but hasn't explored, and turns it into a tiny investigation. A US student guide from Marcus Reed.
20 May 2026
Live Class Quiz (Flock Mode): Live Quizzes That Don'T Need A Teacher To Write The Questions
Kahoot-style live multiplayer quizzes for the classroom, with AI question generation and per-question insights for the teacher. A US all guide from Marcus Reed.
20 May 2026
Discussion Mode (Scout & Sage): How The Camera Between Scout And Sage Knows Who'S Talking
When a student is stuck, two 3D AI characters — Scout (the curious learner) and Sage (the wise tutor) — discuss the topic out loud, lip-synced and mood-aware, while the student listens. A SG student guide from Priya Subramanian.
19 May 2026
Challenge First (Productive Failure): Why Being Stuck On Day One Is The Right Design
Try a topic BEFORE reading — guided struggle with scaffolded reveal — based on the productive-failure pedagogy: you learn more from initial mistakes than from being told first. A US student guide from Marcus Reed.
19 May 2026
Avatar Library (Economy v2): An Avatar Wardrobe You EARN, Not Buy
A 100+ avatar library with a 5-tier XP-unlock ladder — students earn avatars by learning, not by paying. A AU student guide from Maya Patel.
19 May 2026
Goal Countdown: How To Set A Six Week Goal That Survives Contact With Reality
Goals carry a target date, linked subjects, and an on-track status — visible to the student daily, foldable into the AI tutor's preamble. A AU student guide from Maya Patel.
19 May 2026
Live Class Quiz (Flock Mode): What Flock Mode Learning Gets Right
Kahoot-style live multiplayer quizzes for the classroom, with AI question generation and per-question insights for the teacher. A AU all guide from Maya Patel.
19 May 2026
Creative AI Studio: When Memorising Is The Right Answer (And How Mnemonics Earn Their Keep)
Eleven creative tools — flashcards, mnemonics, comic explainers, "explain like I'm 5", what-if sandboxes, career explorer, story remix — all gated by a single CreativeAiTools consent. A NZ student guide from Hone Tukaki.
19 May 2026
Parent Coach AI (Help Tonight): Turning AI Context Into A Dinner Table Question
A nightly briefing for parents — "what your child is working on tonight, what they're finding hard, what one question you could ask at dinner to help" — written from the learner model, scrubbed of raw transcripts. A AU parent guide from Maya Patel.
18 May 2026
Talking-Characters Runtime: How The Camera Between Two Characters Knows Where To Look
The 3D character pipeline behind every voice surface — lip-sync, blink-and-breathe idle animations, mood-driven camera framing, and ephemeral reactions to learning events. A NZ all guide from Hone Tukaki.
18 May 2026
Classroom Affective Heatmap: K Anonymity 5: The Floor For Classroom Analytics
Per-topic engagement signal across the class, with k-anonymity = 5 to protect individual students. A AU teacher guide from Maya Patel.
18 May 2026
Smart Review Queue: How Qwizflow Ranks 200 Due Cards Down To 8 Worth Doing Now
A review stack ranked not by recency but by which cards need you most right now — combining spaced-rep timing, misconception signal, and goal proximity. A NZ student guide from Hone Tukaki.
18 May 2026
Explain Answer: Unpacking The Wrong Answer Is The Lesson
After a wrong quiz answer, the AI unpacks WHY the wrong answer was tempting — not just what the right one is — so the student leaves with a fixed mental model, not just a corrected score. A UK student guide from James Whitfield.
18 May 2026
Weekly Curiosity Quests: The Case For A Curiosity Budget
Each week the system picks a topic the student is interested in but hasn't explored, and turns it into a tiny investigation. A NZ student guide from Hone Tukaki.
18 May 2026
Story Writer: Beating Writer'S Block With The Right Kind Of Suggestion
Co-write fiction with an AI collaborator — the student leads, the AI suggests next sentences in their voice and style, and the story stays the student's. A US student guide from Marcus Reed.
18 May 2026
AI Consent Centre: Why "AI Is On" Is The Wrong Toggle To Ship
Granular per-feature AI consent with three age tiers (under-13 / 13-15 / 16+), parental override, and a per-feature interaction log. A UK parent guide from James Whitfield.
17 May 2026
Teacher Help Queue: An AI Brief That Respects Student Privacy AND Teacher Time
When a student gets stuck, they can ping their teacher with one tap — the teacher gets a PII-scrubbed AI brief of what the student was working on. A NZ teacher guide from Hone Tukaki.
16 May 2026
How Qwizflow Works: Architecture, Journeys & Security Visualised
Interactive diagrams showing how every layer of Qwizflow connects — from the Owl Tutor unified chat front door and talking 3D AI tutor through the unified voice budget, mastery scoring, consent gates, the Parent Transparency Ledger, and role-based access.
17 April 2026
Everything Students Can Do on Qwizflow: The Complete Experience
AI-powered quizzes, the Owl Tutor unified avatar chat, talking 3D AI tutors with synced lip-sync, Read Aloud in five voice personas, Discussion Mode, Live Tutor on every screen size, Portfolio Wall, Ask a Teacher, AI usage budgets you can see, and more — every feature built for students.
17 April 2026
The Parent Dashboard: Monitor, Support, and Stay Connected
AI-powered insights, weekly digests, age-banded consent tooltips, per-feature activity logs, the Parent Transparency Ledger, durable notes that the AI actually carries forward, and full coverage of the Owl Tutor unified chat — everything parents need to support their child without hovering.
17 April 2026
The Teacher Toolkit: Classrooms, Analytics, AI Assistants, Help Queue & Affective Heatmap
Manage classrooms, run live quizzes, fire teacher nudges, triage student help requests via the Help Queue, watch a k-anonymous affective heatmap, view weekly Portfolio Walls, and keep students safe with the safeguarding escalation ladder — all in one dashboard. Same controls and aggregated-only privacy now cover the Owl Tutor unified chat students use across every page.
17 April 2026
School Administration: Oversight, Compliance & AI Governance
Manage teachers, set school-wide policies, configure the safeguarding counsellor, edit cohort-keyed daily AI usage caps, monitor voice budgets, review the per-feature sub-processor register, and generate ST4S compliance reports — the admin command centre. All controls also apply to the Owl Tutor unified chat students now use across every page.
17 April 2026
Bite-Sized Brilliance: How Interactive Study Quests Work
Discover how AI transforms long, boring PDFs into 5-slide interactive study quests with instant feedback.
15 January 2026
Struggling with a Topic? Our AI Adjusts the Difficulty for You
Learn how our Adaptive Learning Engine scores you across five mastery dimensions and rewrites your learning path in real-time — with an explorer / standard / challenger threshold you choose.
5 February 2026
From Interests to Mastery: Building Your Custom Study Path
How we use your personal interests and grade level to create a 7-step journey to academic success.
14 February 2026
The Rocket Journey: Navigating AI Learning Paths
How our rocket journey mechanic visualises your academic ascent in real-time, plus the new Knowledge Galaxy that maps every concept you have ever touched.
28 February 2026
Instant Intelligence: Snapshot-to-Quiz & AI Study Guides
Convert any PDF or photo into an interactive quiz or a structured study guide instantly.
10 March 2026
AI Study Guide Generator: The End of Manual Note-Taking
Learn how Qwizflow automates the creation of exam-ready study notes from your files — and reads them aloud in five HD voice personas.
20 March 2026
User-First Learning: Building the Future via Feedback
How community feedback, the "too dry / just right / too babyish" fit rating, and feature requests shape the Qwizflow roadmap.
1 April 2026