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"In the last few years, machine learning applications have quietly entered every aspect of life: social media to speech recognition, radiology to retail, warfare to writing articles, coding to customer service, robotics to route optimization. During the 40 year information age, we told computers what to do. With advances in artificial intelligence, particularly machine learning, and faster processing chips we can feed computers giant data sets and they can (in narrow slivers) draw some inferences on their own. As we reported in Ask About AI, the rise of code that learns marks the beginning of a new era of augmented intelligence. It's a great opportunity for us to expand access to a great education and for young people to make a big contribution. Given the importance of relationships in human development, AI will augment rather than replace the work of educators in many ways. We'll all have to get better at collaborating with teams that include smart machines. In other professions, augmentation will lead to automation with the potential for significant dislocation. Amazon's workforce, for example, is about 20% robots."

Teaching is undoubtedly a busy profession and one where the end of the to do list seems to be forever located in a galaxy far far away. There is always more to be done and as each item on the list is ticked off, three, four or more seem to have appeared. If we ever do get close to the end, we find ourselves reflecting on what we have achieved and the many ways in which it might be improved. 

Teachers are a busy lot. We are a profession whose workload seems to be forever on the rise and as much as you do, there is always more to be done, more to be learned, new challenges to be surmounted and exciting new opportunities to be explored. For all of this it is important to make the most efficient use of the tools we have at our disposal. Google Forms can help. 

With good reason, much is made of learner agency but the concept of teacher agency is important too. If we hope to build a profession in which we are all self-navigating life-long learners, we must acknowledge the role that teacher agency plays. 

Sometimes, it seems the class you are teaching is more than you can cope with. The truth is all teachers face times like this. The sad part is that many good teachers decide that the best move for them in these times is to leave the profession; a trend we need to fix. 

"FacebookTwitter18 Any college student eventually comes up against that academic kryptonite: the dreaded research paper. Most students consider it a necessary evil, but research papers are actually a very effective way to hone research and writing skills. These are important things to have in any profession, especially if you are into science, and it does help your personal development. Editor's note: Antonio helps you walk through each step of the research paper process - links to the 17 apps and web tools are highlighted within each step."

"What are the kind of things a 21st century teacher needs to know and be able to do? What about 21st century students? What education technology works, and what is a waste of time? What would a checklist for 21st century teaching look like? Does "21st century teaching" even make sense to use as a phrase anymore? If not, do we just say "teaching"? Does that fit our needs to innovate our collective profession to meet a modern circumstance? These are among the questions today's teachers have to face daily-in the classroom, mass media, professional development, and more. These conversations can get complex, opinionated, stuffed with rhetoric, and downright overwhelming at times. In response, Sylvia Duckworth has made consistent contributions to this conversation by creating colorful illustrations that communicate many of these ideas in easy-to-skim, easy-on-the-eyes, tempting to pin and share graphics."

"Like a lot of children, my sons, Toby, 7, and Anton, 4, are obsessed with robots. In the children's books they devour at bedtime, happy, helpful robots pop up more often than even dragons or dinosaurs. The other day I asked Toby why children like robots so much. "Because they work for you," he said. What I didn't have the heart to tell him is, someday he might work for them - or, I fear, might not work at all, because of them. It is not just Elon Musk, Bill Gates and Stephen Hawking who are freaking out about the rise of invincible machines. Yes, robots have the potential to outsmart us and destroy the human race. But first, artificial intelligence could make countless professions obsolete by the time my sons reach their 20s."

I spent most of my teaching career stressed, overwhelmed, and exhausted. While I love my job, I often felt unappreciated and taken advantage of. Well-meaning people in other professions would tell me I just needed to set better professional boundaries, but that seemed impossible. Then a friend suggested I start with just one boundary and add on from there. This was manageable and I'm now up to five teacher boundaries. It's been life-changing - inside and outside of school.

"We have found a range of resources, covering a variety of industries, where employers & employees talk about why maths really matters at work. Get in touch if you have examples to add - enquires@nationalnumeracy.org.uk. "

For teachers in Australia the year is drawing rapidly to a close. It is a time for packing away classrooms, taking down displays of student learning and saying farewell to students as they move on to new classes. At the ending of one year it is worth taking a moment to ponder what is so remarkable about teaching as a profession.