Mistakes are one of the clearest windows into pupils’ thinking.
Good classrooms welcome them, make thinking visible and give teachers the chance to respond before misconceptions become secure.
Mistakes are one of the clearest windows into pupils’ thinking.
Good classrooms welcome them, make thinking visible and give teachers the chance to respond before misconceptions become secure.
For novice learners, be cautious about tools that generate answers before pupils have built the knowledge to understand and evaluate them.
The most promising AI keeps the cognitive work with the learner.
For novice learners, be cautious about tools that generate answers before pupils have built the knowledge to understand and evaluate them.
The most promising AI keeps the cognitive work with the learner.
Does it replace retrieval, explanation or problem-solving?
Or does it strengthen them?
The real value of AI lies in the thinking it leaves with the learner.
Does it replace retrieval, explanation or problem-solving?
Or does it strengthen them?
The real value of AI lies in the thinking it leaves with the learner.
What are the strongest studies or papers on AI being used to teach, tutor or support pupils?
I’m particularly interested in research that examines learning outcomes, not only engagement or efficiency.
Please share anything I should read
What are the strongest studies or papers on AI being used to teach, tutor or support pupils?
I’m particularly interested in research that examines learning outcomes, not only engagement or efficiency.
Please share anything I should read
Before a pupil attempts the work, AI may remove the need to retrieve, reason or persist.
After an attempt, it may expose an error, offer a useful hint or improve the next response.
Same tool. Different moment. Different effect.
Before a pupil attempts the work, AI may remove the need to retrieve, reason or persist.
After an attempt, it may expose an error, offer a useful hint or improve the next response.
Same tool. Different moment. Different effect.
Performance during a lesson is not the same as durable learning.
The real test is what pupils can retrieve, apply and connect once support has gone.
Performance during a lesson is not the same as durable learning.
The real test is what pupils can retrieve, apply and connect once support has gone.
That is the distinction schools cannot afford to miss.
A polished answer is not proof of learning.
The real test is what the pupil can still understand, remember and do when the AI is removed.
That is the distinction schools cannot afford to miss.
A polished answer is not proof of learning.
The real test is what the pupil can still understand, remember and do when the AI is removed.
But productive struggle asks pupils to retrieve, connect and apply knowledge.
Unproductive struggle comes from confusion, overload or missing prior knowledge.
Challenge should deepen thinking, not block access to the content.
But productive struggle asks pupils to retrieve, connect and apply knowledge.
Unproductive struggle comes from confusion, overload or missing prior knowledge.
Challenge should deepen thinking, not block access to the content.
Learning is built through retrieving, generating, connecting and refining ideas.
So the key question is not:
“Can AI do this task?”
It is:
“What thinking do I want the learner to do?”
Learning is built through retrieving, generating, connecting and refining ideas.
So the key question is not:
“Can AI do this task?”
It is:
“What thinking do I want the learner to do?”
But reducing it too far can leave pupils with less knowledge, less clarity and less capacity to work independently.
The goal is not less explanation.
It is better explanation, given at the right moment.
But reducing it too far can leave pupils with less knowledge, less clarity and less capacity to work independently.
The goal is not less explanation.
It is better explanation, given at the right moment.
Schools search for visible signs of learning because learning itself is invisible.
The problem begins when those signs become targets, and teachers start producing the appearance of learning rather than learning itself. 🧵
Schools search for visible signs of learning because learning itself is invisible.
The problem begins when those signs become targets, and teachers start producing the appearance of learning rather than learning itself. 🧵
Not necessarily.
Feedback is one of the most powerful influences on learning.
But only if pupils think about it.
🧵
Not necessarily.
Feedback is one of the most powerful influences on learning.
But only if pupils think about it.
🧵
But could inclusive teaching sometimes begin with a stronger shared classroom experience instead?
🧵
But could inclusive teaching sometimes begin with a stronger shared classroom experience instead?
🧵
It can generate an answer, explain a concept and suggest an example.
But learning does not happen because information exists.
It happens because pupils think about that information.
🧵
It can generate an answer, explain a concept and suggest an example.
But learning does not happen because information exists.
It happens because pupils think about that information.
🧵
🔵 Over 100 Trusted Techniques
🔵 Coaching frameworks
🔵 Extra professional learning supports
If this is of interest for your school, local authority or trust, please get in touch 😊
🔵 Over 100 Trusted Techniques
🔵 Coaching frameworks
🔵 Extra professional learning supports
If this is of interest for your school, local authority or trust, please get in touch 😊
RT for a chance to be the first to read it.
Today we received our advance copies.
It’s a serious book written in a funny way. It’s my favourite thing I’ve ever done.
Will pick someone at random on Sunday night and post them a copy!
RT for a chance to be the first to read it.
Today we received our advance copies.
It’s a serious book written in a funny way. It’s my favourite thing I’ve ever done.
Will pick someone at random on Sunday night and post them a copy!
Many shortcomings of #CfE identified and discussed. Need for clarity and decluttering
Many shortcomings of #CfE identified and discussed. Need for clarity and decluttering
Drinking water during exams can boost focus, memory & mood.
Simple habit, big impact.
👉 https://www.innerdrive.co.uk/blog/drink-water-in-an-exam/
Drinking water during exams can boost focus, memory & mood.
Simple habit, big impact.
👉 https://www.innerdrive.co.uk/blog/drink-water-in-an-exam/
Great to hear the about the importance and positive impact of subject specific professional learning.
open.spotify.com/episode/3fqZ...
Great to hear the about the importance and positive impact of subject specific professional learning.
open.spotify.com/episode/3fqZ...
Struggling students? Start with their sleep.
Better rest = better memory, focus & mood.
💡 Download our FREE guide on Sleep & Learning:
https://www.innerdrive.co.uk/guides/sleep-and-learning/
Struggling students? Start with their sleep.
Better rest = better memory, focus & mood.
💡 Download our FREE guide on Sleep & Learning:
https://www.innerdrive.co.uk/guides/sleep-and-learning/