All posts tagged: Ensuring

Ensuring variety in the AI-native era

Ensuring variety in the AI-native era

Dr Yichuan Zhang, CEO and co-founder of Boltzbit, examines the flaws in the market being dominated by homogenous AI foundation models- and how variety is necessary for the AI-native era. A future where we achieve artificial general intelligence (AGI) is perhaps not quite as dystopian as one might think. AI has already proved to be one of the most powerful accelerators of human progress over the past few years, and we are already seeing exciting signals of just what is possible. Researchers are making headway on finding solutions to problems that have puzzled us for decades. Nuclear fusion, long being thought of as being always 30 years away, is now being modelled and optimised with AI in ways that materially change the pace of experimentation. If this trajectory continues, the implications extend far beyond energy into climate modelling, resource optimisation, and other global challenges. The more immediate question, however, is not whether AI will deliver breakthroughs, but who will benefit from them. And, crucially, who gets to build with them. At present, the answer is …

Ensuring trusts are fit for purpose isn’t an overnight job

Ensuring trusts are fit for purpose isn’t an overnight job

Multi-academy trusts are not automatically better than other models, but in a system under strain, purpose-led trusts may be our best chance, says Gemma Lavin As we await the schools white paper, the conversation feels familiar. Behaviour. Attendance. SEND. Workforce. Standards. Accountability. Each matters. But together, they point to something deeper than a list of policy challenges. They describe a system operating under sustained strain – a perfect storm of rising need, shrinking capacity and public expectation, and an increasing risk that we mistake activity for progress. It is tempting to ask whether our current ways of organising schools have lived up to their promise. The honest answer is: not always. Scale in itself guarantees nothing. Pretending otherwise weakens the case for system-level reform. But it would equally be a mistake to conclude that the underlying idea – that schools are stronger when they work together – has failed. Organisational maturity Multi-academy trusts are the primary way this collaboration is realised at scale, providing a structure through which shared capacity, collective responsibility and mutual support …

Ensuring they provide the skills needed in schools

Ensuring they provide the skills needed in schools

National professional qualifications (NPQs) must evolve and the DfE’s review is seeking views on where improvements can be made, says Dr Herminder Channa In just a few years, NPQs have moved from being a niche offer to a shared language of development for the profession. Since the 2021 reforms there have been more than 144,000 NPQ starts, and 88 per cent of schools have engaged with them. This is a sign that teachers and leaders want structured, serious professional learning, even in the most pressured of circumstances.  That tells us something important. When the offer is coherent, evidence-informed and properly funded, teachers and leaders will show up. They will carve out time they do not have, to do work they know matters. But professional life in schools is not standing still. The demands on leaders are shifting, and the frameworks that support them have to move too. Evidence and practice evolve, so must NPQs. The government’s ongoing review is not about tearing up what works. It’s about making sure our national infrastructure for professional learning …