Portfolio-Based Student Evaluation

Strategies for AI-Resilient Assessments (AI & Assessments) Over time, through professional development, collaboration, and reflection, I have been exploring what it truly means to design AI-resilient assessments, those that prioritize authentic learning, creativity, and human judgment. Through this exploration, I have identified a set of practical strategies that help ensure assessments remain meaningful and resistant to overreliance on AI tools. Here's a list of these strategies: 💎Case-Based Analysis: Provide students with unique, context-rich scenarios that require them to apply course concepts, analyze data, and propose tailored solutions. 💎Personalized Reflections: Invite students to connect theoretical concepts to their own lived experiences, learning journeys, or local contexts, aspects that AI cannot authentically replicate. 💎Project-Based Assignments: Design multi-step projects that involve planning, iteration, and self-assessment across multiple drafts and revisions. 💎Oral Presentations & Defenses: Require students to explain their reasoning verbally or respond to questions in real time, fostering live, authentic dialogue. 💎Creative Products: Encourage students to produce multimedia, design, or creative outputs, such as prototypes, simulations, or artistic works, to demonstrate their understanding in diverse ways. 💎Collaborative Work: Structure group activities that depend on negotiation, clear role assignment, and peer accountability to achieve shared goals. 💎Portfolios of Work: Ask students to compile portfolios that document their growth over time through reflections, challenges, and learning milestones. 💎Scenario-Based Problem Solving: Present open-ended or ethical dilemmas that require students to synthesize knowledge and engage in creative reasoning. 💎Stepwise Problem Tasks: Require students to show the reasoning or calculations behind each step of their work, rather than only providing the final answer. 💎Peer Teaching Assignments: Have students teach a concept, design instructional materials, or lead short lessons to deepen their understanding and mastery of the subject. And here's the revision added to the list by Heliya Ahmadi a few days later: 💎Futures-Oriented & Speculative Design Assignments: Engage students in future-oriented or speculative thinking exercises that challenge them to imagine emerging scenarios, critically evaluate the evolving role of AI, and explore new forms of agency, authorship, and ethical decision-making. You can find the revised diagram under Heliya's comment in the comment section. 🤓🙏 Reflect & share: How are you rethinking your assessment designs in light of AI’s growing presence in education? #AIinEducation #AssessmentDesign #HigherEdInnovation #InstructionalDesign #TeachingWithAI #AuthenticAssessment #LearningDesign #FacultyDevelopment #EdTech #Pedagogy #AIResilience #FutureOfLearning #EducationInnovation #StudentEngagement #AIandTeaching #DigitalPedagogy

For decades, we’ve measured education by what’s easy to count: Credits earned. Seat time logged. GPAs calculated. Graduation rates celebrated. And yet…we know that a diploma alone is no longer a guarantee of opportunity. According to the Federal Reserve, nearly 40% of recent college graduates are underemployed in roles that don’t require a degree. Employers consistently report skills gaps in communication, adaptability, and problem-solving. Meanwhile, students are asking a deeper question: Will this prepare me for a meaningful life? If we’re honest, our current metrics were built for an industrial economy. Not a dynamic, skills-based one. It’s time to redefine what we measure. What if schools and colleges were evaluated not just on academic milestones, but on: • Evidence of self-development and personal agency • Work-based learning experiences completed • Industry-recognized credentials earned • Portfolio artifacts demonstrating applied skills • Employment outcomes and wage progression • Entrepreneurial ventures launched • Civic contribution and leadership growth This is not about diminishing academics. Rigor matters. Knowledge matters. But knowledge without application is inert. When we shift the goal from “completion” to “capability” everything changes: Curriculum becomes relevant. Partnerships with industry become essential. Students become producers, not just consumers of information. Faculty move from content deliverers to talent developers. And perhaps most importantly, students begin to see education as a vehicle for purpose. Not just a pathway to a transcript. We don’t need incremental reform. We need a recalibration of what counts. If we measured self-development and real-world accomplishment as seriously as we measure GPA, how differently would we design our systems? That’s the conversation Catapult and I are committed to advancing. Let’s build institutions that prepare students not just to graduate - but to thrive.

A few days ago, I wrote here about formative assessment and why it matters more than we sometimes admit. In this visual, I’m covering one of the key tools of formative assessment: portfolio assessment. Unlike one-shot tests, portfolios offer a richer, more nuanced picture of student learning. They track progress over time, highlight individual growth, and, most importantly, give students a voice in the assessment process. I drew on key ideas from Valeri-Gold et al. and Gillespie et al. to put this together. Here are just a few things portfolios do well: 1. Document growth 2. Encourage reflection 3. Integrate assessment into learning 4. Help students and teachers make sense of progress I believe portfolio assessment deserves a place in any serious conversation about meaningful evaluation in education. Feel free to download or share the visual. #education #assessment #formativeassessment #edtech #teaching #learning #portfolioassessment #medkharbach #educatorstechnology

It's examining season again. We've finished standardising and are now preparing for our examiners to qualify (🤞) and mark live scripts. But I'm reflecting on the state and future of assessment once again... On one hand, the portfolio approach of the DP Arts must be the future of assessment in all disciplines. Why? Because it: - Honours the individual and their unique learning journey and strengths, - Aligns with expectations and processes in the adult, professional world, - Is incredibly hard to cheat - it relies on a long-running series of personal, practical experiences that AI cannot produce and third party assessment writers cannot forge, - Provides a validated, recognised grade and qualification that are as universally valued as any other method, subject or accredited awarding body. On the other hand, I still feel there are some square-peg-round-hole issues - some of it just doesn't feel right - and I'm not talking specifically about any of the exam boards I work with here, but more broadly about portfolio-based assessment in the mainstream bodies: - In the interests of the very noble and correct desire to ensure fairness, we force the uniqueness of each submission to fit the form of a standardised criteria, - Perfectly valid interpretations, methods and approaches that would be congratulated in the workplace are disregarded for not fitting the mould of the assessment model, - The tick-box nature of standardised criteria models encourages contrived action and discourages intuition and innovative risk-taking, which is counterintuitive when we consider the WEF Future Jobs Report, Skills in Demand reports and the like, - In scaling assessment models for efficiency in applying fairness and consistency, students are incentivised to find efficiencies in their submissions, above authenticity, curiosity, deep reflection or any other time-consuming cognitive activity that actually is what the world needs more of. The authenticity of a portfolio of action-based inquiries in final grade assessment is so much better than the apparently "least bad" option of exams, but I don't think they solve every issue with assessment for education in Industrial Revolution 4.0. Can we solve the remaining issues with it, roll it out beyond what academics and governments often deem 'fringe' subjects, and recognise each individual's ideas, skills, approaches and outcomes for what they are, not what they're not, and not how 'right' they are in the minds of the few? There must be a way to honour the individual AND produce a reliable assessment for universal recognition? #assessment #educationreform #honouralllearning #futureready The Coalition to Honour All Learning, Joel Adams, Matthew Glanville, 🔸 David Ardley 🔸, Olli-Pekka Heinonen, Conrad Hughes, Barry Smyth, Kevin M. Holder M.A. NPQLT, Lucinda Willis

We should stop ignoring this… because the way we measure learning is quietly changing. Student portfolios are not just folders of work, they are the learning equivalent of a financial portfolio. Think about it. In finance, a portfolio shows growth over time, diversity of assets, risk-taking and long-term value, not just one moment of performance. Student portfolios do the same: 📍 They show growth, not just grades A single exam captures a moment. A portfolio captures a journey, progress, improvement, and depth. 📍 They reflect a range of skills Research, creativity, analysis, collaboration, portfolios reveal what students can actually do, not just what they can recall. 📍 They value consistency over cramming Just like investments grow over time, portfolios reward sustained effort, not last-minute performance. 📍 They build ownership Students become active participants in their learning, curating, reflecting and improving their work. 📍 They prepare students for the real world Because outside school, success isn’t judged by one test, it’s judged by what you can demonstrate over time. And here’s the shift we cannot ignore: When major examination bodies begin recognising and integrating portfolios into assessment, it’s no longer “extra”, it’s essential. This is a signal. A move from memorisation to demonstration. From one-off exams to sustained evidence of learning. From performance to proficiency. If we take financial portfolios seriously because they reflect real value… Then it’s time we take student portfolios just as seriously. #ZippysClassroom #MakeTeachingGreat #StudentPortfolios #FutureOfEducation

Rethinking Assessment in the Age of AI If artificial intelligence can complete an assessment as well as (or better than) our students, it’s time to ask: Are we assessing the right things? The rise of AI tools has forced us to reconsider what authentic learning and assessment should look like. If traditional assessments—essays, multiple-choice tests, or basic problem-solving—can be easily completed by AI, then we need to shift our focus toward process, creativity, and deeper engagement. At Nanjing International School, we’ve always felt this was the needed approach. Back in 2023 Kasson Bratton created the P.R.O.M.P.T.S. AI #Assessment model to guide assessments that embrace #AI as a reality while maintaining academic integrity and meaningful learning. 🔹 Prioritize Process – Frequent milestones, co-created timelines, and formative feedback 🔹 Remain Relevant – Leverage recent resources, student interests, and lived experiences 🔹 Offer Alternatives – Use diverse formats like video, podcasts, interviews, and design projects 🔹 Make It Personal – Conferring routines, student-led task revisions, and collaborative assessments 🔹 Plan to Portfolio – Shift from high-stakes exams to ongoing, varied demonstrations of learning 🔹 Try It Out – Use AI to test assessments, spark creativity, and refine task design 🔹 Source It – Engage students in discussions about AI’s role and responsible use in learning This isn’t about banning AI; it’s about designing assessments that AI can’t do for students—only with them. By focusing on #criticalthinking, #creativity, and #realworld #application, we ensure that #learning remains #relevant in a world where AI is here to stay. How is your school rethinking assessment in the AI era? #AIinEducation #Assessment #EdTech #ArtificialIntelligence #FutureOfLearning #SchoolLeadership #InnovationInEducation

As a parent, I want assessments that actively fuel curiosity, rather than acting as a static, end-of-year judgment. When my children face the real world, they won’t be handed multiple-choice tests. Authentic problem-solving matters.  We need to start assessing resilience and capacity to iterate, fail, and grow from mistakes. Learning is a dynamic cycle of trying, failing, and reflecting. I want a system where students receive credit for their messy, creative process (honoring the discarded drafts) AND the polished final product. When personal, inquiry-driven passions guide the curriculum, assessment becomes a mirror and window, helping learners understand their own brilliant, evolving insights. The best assessments don't just measure what a student knows at the finish line; they actively motivate them to keep running. So, how can we measure the journey? Dropping today, our latest case study explores this paradigm shift: "Assessment in the Service of Learning: An Example from AP® Art and Design," authored by Rebecca Stone-Danahy, Dave Escoffery, Natalya Tabony, and Trevor Packer. The case details how The College Board pioneered portfolio-based performance tasks to foster deeper engagement. By explicitly rewarding practice, experimentation, and revision, the AP rubric gives students the freedom to take creative risks and use constructive feedback to refine their ideas. When we treat assessment as a continuous, formative process, students pursue authentic, sustained inquiry based on lived experiences. They build critical metacognitive skills, shifting assessment from a mechanism of judgment into a powerful engine for motivation. Read the case study to see the outline for a student-centered future of education, where we assess what matters most. Edmund Gordon, Randy Bennett, Stephen Sireci, Howard Everson, Susan Lyons, Eva L. Baker, Aneesha Badrinarayan, Brad Bernatek, Neal Kingston, David Nitkin, James Pellegrino, Michele Cahill, Anne Mackinnon,

Today, a teacher asked me about portfolios, and it inspired me to share my thoughts on their role in the PYP. In the Primary Years Programme (PYP), portfolios are much more than collections of student work. They are purposeful tools that document a learner's journey, showcasing their growth, skills, and understanding over time. Why are portfolios important in the PYP? - They encourage student agency by allowing learners to select, reflect on, and take ownership of their learning. - They provide a snapshot of progress, highlighting both the learning process and final achievements. - They serve as a platform for communication, enabling students to share their growth with teachers, peers, and parents. As PYP practitioners, we use portfolios not just as an assessment tool but also to foster reflection and goal-setting. They act as a mirror, helping students see where they’ve been, where they are, and where they want to go. Portfolios are a celebration of learning, and when used effectively, they empower students to recognize and take pride in their achievements. What’s your approach to using portfolios in your classroom? I’d love to hear your insights and strategies! #IBPYP #Portfolios #StudentAgency #ReflectivePractice