A recent post in the TES got me thinking once again about AI in the schools. The post focused on parents fears about artificial intelligence use in schools stating 77% of parents expressed a concern over a lack of transparency.
Firstly before I get into my views on AI let me first take some issues with the reporting and with the parental perception part of the research. Looking at the research which you can find here, the question asked of parents focused on the “consequences of the use of AI”. This feels a little negatively biased to start with. Under this banner question a serious of sub-questions were asked with the participants asked to respond with either don’t know, fairly concerned/very concerned or not very concerned/not at all concerned. Again the options hint towards negativity and therefore introduce bias. And finally the sub question itself in relation to transparency for example focused on concerns relating to a “lack of transparency”, again a negative implication and further negative bias. It is also worth noting that the survey only had 1225 parents contributing. I think this falls very short of a sufficient sample to draw any meaningful and generalisable findings. Despite all of the above the TES decided to pick up and report the findings of “parents’ fear about artificial intelligence in schools” including indicating an “overwhelming majority of parents are concerned”. I find it somewhat funny that concern of potential bias in relation to AI was reported in an article itself so loaded with its own bias.
So to my views; I myself have concerns regarding AI use in schools however also see much potential. Funnily enough the Nesta report to which the TES referred concludes that AI in education “promises much to be excited about.”
Given the negative bias in the TES report lets therefore start with my positive views as to the potential for AI in education. AI is very good at identifying patterns and divergence from patterns within large data sets. This makes them ideal for analysing the wealth of school and wider educational data which exists to help educators, those responsible for educational policy and decision making, school leaders and even the teachers themselves. Now thoughts may instantly jump to achievement data sets resulting from testing, final exams or teacher awarded grading however the opportunities far exceed this area. Take for example data taken from school Wi-Fi, where students are allowed access, in relation to student movements around the school. This data might help a school reorganise the school day or restructure the timetable in order to become more efficient and maximise the learning time available. It might also be used to redesign learning spaces or develop spaces for students to rest, take a break and address their wellbeing. This is but one example of how AI might be used along with school data.
AI can help direct students to appropriate learning materials using data to identify the areas where students need additional support along with the best support materials to meet these needs. Some platforms already exist and are exploring this opportunity including Century, a platform which I heard very positive stories regarding when recently speaking to students at a school using it. Platforms like this might prove highly valuable additional resources to complement classroom teaching or to provide a more effective homework platform. This area and use of AI is likely to continue grow with the development of more and more online learning content being key to this.
AI can help with teacher administrative tasks such as registration conducted via facial recognition or marking of tests by natural language AIs that can apply a given marking criteria to student submitted work. We also need to recognise some of the AIs that are already available including voice recognition and dictation, which is now a feature of the MS office products. Googles search facilities, a now standard feature used in schools and classrooms, also quietly uses AI yet we don’t bat much of an eyelid to it.
The negatives implications which exist in relation to AI generally apply beyond the educational context, albeit the educational context in teaching our future generations makes things all the more worrying.
AIs need to be taught and to learn with this done using training data sets. The worry is that bias in the training data set will result in bias in the AIs decision making. As a result an AI which was developed in the UK, and therefore trained using UK based data, and used successfully in UK schools may not be appropriate for use in schools in Asia or the Middle East due to its decision making being biased towards a UK context. That said, this same issue would impact on any product or service, or even individuals where they seek to operate outside their normal context. We all have an inherent bias, we “humans”, create the AIs and train the AIs so is it realistic to expect an AI without bias? I suspect part of the issue is a concern in relation to a particular bias being introduced purposefully however I think it is more likely bias in AIs will arise accidentally as it general does within humans.
There is a concern that AI decision making based on large data sets may become impossible for humans to explain or understand, as the decision making process could be based on huge amounts of data. This brings with it the concern that we may lose some of our control. If a teacher recommends a career track for a student they will be able to explain how they arrived at this however if an AI was used, the teacher may be able to present the AIs findings but may be unable to explain or understand how this was arrived at. How many parents who be happy with a suggested career path for their child without any explanation available?
Linked to the above is a concern of “determinism” where AI might identify an end point and then through its actions lead to this occurring. So those students identified as achieving a C grade in GCSE might be presented with content and learning materials which lead them to achieve exactly that. This concern is again about a lack of control however it could be suggested we are deterministic in some of the practices already in use widely in schools. Take for example the setting of students into ability bands, is this not potentially deterministic as the students in the top band get the most challenging content which may enable them to achieve top grades while the students in the lowest band gets easier materials which means the don’t learn the more complex materials, and as a result are unable to achieve the top grades. Also is there a danger of determinism every time a teacher reports a predicted grade to parents or where a school uses ALIS or other benchmarking data?
Overall AI is going to find increasing uses in schools. My gut feeling however is that for the foreseeable future this will be very much in a subtle way as data analysis systems start to suggest areas to investigate within school data, accessibility tools including dictation and translation support students in class and AI driven learning platforms provide personalised learning opportunities beyond the classroom. These are but a few examples of things already happening now. These uses of AI are likely to become more common. Discussion of AI reminds of a quote in relation to effective technology integration being such that the teacher and learners don’t even stop to think about the fact they are using tech, the tech use is transparent. I think AI use is going to be exactly this, and the AI in Googles search goes some way to provide this; When was the last time when you were conducting an online search that you stopped to think about how google search works and how AI may be involved?


I set out this year to continue my habit of trying to read at least one book per month throughout the year. My aim being to read some light self-help books along with some significantly heavier texts. I wanted to read across a couple of different topics.
A couple of weeks ago I installed an app called Checky on both my Android tablet and my Android phone. The reason for installing the app was to try to get a handle on how often I checked my devices during the day. I had a sense that I was possibly checking my devices too often and that as a result I was less focused than I could be, however I was also conscious of the fact that this might be simply an incorrect perception without grounding in reality. The only way to determine whether my sense of over checking my devices was true was to gather some quantitative data and this is where Checky comes in. The app is simple – It just logs the number of times you access your device, reporting this daily.
I have noticed a self-perception over the last week or so that I have tended towards becoming distracted by my need to check my various devices for messages, tweets, updates, etc. Now it may be that my perception of the issue is tainted. Due to a busy workload at the moment I have taken to keeping lists of tasks to be undertaken and, as is the way, as soon as I score one task off, I add three more on. This means that my perception of progress may be that I am not making any headway which may lead me to under appreciate what I have achieved. This under appreciation may be making me feel that I am wasting time when I am checking my devices, thus leading to over accounting for the amount of time I am using up in this checking.
Recently a member of staff popped in to discuss how she would like to share photos of a school sporting event with the various schools which were involved. This got me thinking about GDPR and the implications for events and photography at such events.
I have found myself discussing balance on a number of occasions. Recently I mentioned it in reference to whether education should go through incremental improvement or a process of disruptive innovation. In each case my reference to balance has been in highlighting some of the binary discussions which seem to arise on the Edu blog sphere and Twittersphere slightly more than they do in real life discussions. Things are generally not binary in nature as the world is seldom that simple. Balance therefore allows for an element of two opposing concepts or views with agreement to establish a point of agreement somewhere between the two opposite points. Balance to me presents a continuum between two points, with the ability to select somewhere in between. Up until recently I have been happy with this concept of balance.
I must admit that January has been a difficult month. A number of issues at school around key IT systems have put a high degree of focus on part of my team requiring them to seriously step up and take on new challenges. The last two weeks of January have been particularly difficult as we have struggled to fix the issues which have arose plus where we have found it difficult to identify alternative solutions. Now, as February begins, however, after many days of struggle, solutions have been found and these solutions not only represent a solution to the problems but also an improvement on the setup as it had been previously. I must admit to having become stressed during January and also to being annoyed at times as to my inability to resolve the issues in hand. I also acknowledge having seen things as a “Failure” to find a solution as opposed to a “not yet” moment. I need to be more conscious of this in future as my behaviours are what people see as opposed to my intentions so if I talk the talk I need to be seen to walk the walk. I have also noticed myself using an old favourite phrase of mine: “The problem is…..”. This is definitely something I need to knock on the head, as stating the problems will most likely sound either negative or obstructive in search for solutions. Am not sure if “the challenge is…” sounds any better but the main thing will be to take care to avoid labeling inconveniences, difficulties, momentary challenges, minor deviations from the plan, etc. as “problems”.
The last week has seen me move house. A stressful process filled with problems. Lets just say it hasn’t gone at all smoothly. At this point a week after the main part of the move the house is still filled with boxes yet to be unpacked however I suspect the coming weekend will be used to address most of that. It is with this change of circumstance, a new house, that I have come to reflect.
Popping to Tesco this morning to get some shopping I decided to make use of the wife’s car as it is newer than mine, lighter and easier to drive. Jumping into the car and starting the engine I was greeted by my wife’s selection of upbeat music, at notably loud volume. I decided to be kind and not mess with her stereo, instead choosing to listed to her musical selection albeit at a lower volume less likely to be audible from space.
I recently came across an old posting of mine from March 2013 with regards iPads in education. See the full posting