Saturday, November 18, 2023

Riding the Tiger- AI and Teaching in Higher Education

 Recently, I was part of a panel on AI in academia. This is just part of the way I re-orient myself in my work. AI is demanding that we pay attention, or we become obsolete. My metaphor is riding the tiger, and with the help of two AI generators (Dall-E and Firefly), I created two images imagining it.

The metaphor is connected to a few crucial concepts. First, we are not being asked whether the tiger (AI) should be introduced into our lives. It has already been released, and it has now become our problem. We cannot ignore it because the tiger can and will harm us. What is left for us is to try to ride it. I am not certain that we will survive, but I am positive that I will enjoy the process. That I will enjoy the process.hat I will enjoy the process.hat I will enjoy the process.

Second, I believe that we should take an AI pause, not from development but instead from teaching. Pause and dedicate time to think through what AI means for our teaching domain. To guide such work, we should have "worked examples" (Gee, 2010) produced by instructors that are being thoughtful and comprehensive in their incorporation of AI.

 





Sunday, August 6, 2023

Generative AI and the Science of Reading

Learning to read requires excellent texts that are carefully constructed to combine a few elements, interest, introduction of new vocabulary, and control over the level of difficulty, including the use of specific phonological and orthographic patterns for early readers. This has always been a source of difficulty, book publishers have done a reasonable job, but the costs for schools and classrooms have been prohibitive, especially when considering the need to send students home with texts to practice reading.
TextProject from Elfrieda Hiebert has been producing such balanced texts and making them available for free.

Generative AI presents the opportunity to create such texts readily.
for example I asked chatGPT to create a first grade level text about dogs:

All About Dogs

Dogs are fun friends to have. Some are big and some are small. Some dogs have long hair and others have short hair.

Dogs love to play. They like to run, jump, and fetch balls. Some dogs like to swim in water, while others prefer to stay dry.

They have wet noses and wagging tails. When a dog wags its tail, it is often happy. If a dog shows its teeth, it might be scared or upset.

Dogs can hear very well. They also have a good sense of smell. This is why some dogs are used by police to find things.

It's important to be gentle with dogs. We should give them food, water, and a cozy place to sleep. In return, dogs give us lots of love and joy.

Dogs are not just pets; they are part of the family!



I followed up with a request to make it rhyme.

**Doggie Delight** Dogs are friends, both big and small, With furry coats, short and tall. They love to jump, run and play, Fetching balls and barking away. Some love the splash, some stay neat, With wagging tails and tiny feet. When tails wag, they're feeling glad, But bared teeth mean they're somewhat mad. With ears so sharp, they hear a pin, And noses that sense where they've been. Police dogs with a sense they hone, Find things hidden, all on their own. Treat them right, with food and rest, For as our pals, they are the best. Not just a pet, but family too, Dogs bring joy in all they do!


You will notice that the vocabulary is no longer as simple as in the original text. 
Finally I asked for a rewrite using short vowels:

Pups at Play

Dogs are pals, big and small, With fur that's short, or long and tall.

They jump and run, and play all day, With a ball to toss and fetch their way.

Some dogs swim, some sit and nap, With a wagging tail and a little yap.

With ears to hear and a nose to sniff, They find a scent, then off they zip!

Feed them well and give them a bed, Pet their head, and they're so well-fed.

Dogs are fun, they make us glad, Best little pals we've ever had!


In carefully examining the results, it is clear that ChatGPT can do some of the work for us, BUT we need to make sure that the text is consistently doing what we actually need. Right now, even with prompting, the results need "massaging" depending on what we are teaching. S teachers use but beware!

Monday, May 29, 2023

AI and Academic Publishing

 Like many others, I have been playing with generative AI for the past few months. I am an author of scientific papers and, even more so a frequent reviewer. I have been elated by the potential of generative AI to bridge the gap between English knowledge and conducting high-quality research, especially for international scholars whose first language is not English. This is an opportunity to level the playing field and allow equal access to academic publishing, which is predominantly conducted in English. Many times I have reviewed articles with good ideas but really hard-to-understand language that required many rounds of review and editing before it was publishable.

On the other hand, generative AI is quite as capable of generating data that isn't there (often referred to as hallucinating). For example, after being asked about my publications Chat GPT 3.5 spit out this list: None of the publications are real! This will require our publication engines to allow us to track every in-text reference with quick access so reviewers can check the veracity of such claims that may be "halucinated".


Even more challenging is generative AI's ability to "hallucinate" research studies. In a manner of a few minutes, I was able to have Chat GPT generate two potential studies about reading instruction (synthetic phonics and reading recovery) with ANOVA designs, including result tables. I even got Chat GPT to design and execute a study about the impact of a Wind Surfing intervention on Math achievement of second graders. For example, examine this paragraph generated after I requested a qualitative study instead:

"As this study focuses on qualitative exploration, the quantitative results will not be the primary focus. However, to provide a broader context for the qualitative findings, basic descriptive statistics of math achievement scores may be reported for both the windsurfing instruction group and the control group. These scores will be collected through pre- and post-intervention math assessments administered to all participants. The quantitative results will be used to complement and contextualize the qualitative findings, providing a broader perspective on students' math achievement in relation to their windsurfing experiences."

I am sure that generative AI will create an increase of papers submitted for publication. To prevent science from being overwhelmed and suspicious we may need to write new rules and accelerate existing trends.

1. Demand researchers pre-register their research.

2. Ask that each paper submitted will include a statement about the use of generative AI and will include the transcripts of their use.

3. Create ethical standards for AI use in scientific publishing AND teach about it in graduate schools.

4. Create reviewing mechanisms that allow easy tracking of citations to the source.



Thursday, April 20, 2023

Tech EDGE, Teaching World Language with Technology - Introduction

It has been a delight to start a new series on using technology in the World Language Classroom. I believe that podcasting is one of the best ways to disseminate knowledge.

Tuesday, February 21, 2023

Exhibitions and Celebrations of Learning

One of the elements of the Art TEAMS approach is for each learning cycle to end in an exhibition (or celebration) of learning. The exhibition of learning is an opportunity for the learning community to celebrate achievement get positive feedback, and encourage students to start thinking about their development in thinking and making. I recently visited one of our schools, exploring how exhibitions of learning worked in an elementary classroom. 

The teacher organized the tables in a circle (in a tight space, I might add). Each student organized the products they wanted to display across their desk. Some chose EVERYTHING and had very little space, others chose their favorite exemplars, and finally, one innovative student had many learning artifacts but chose to include an arrow pointing to her favorite artifact saying: "You have to read THIS!" 

All students had a stack of feedback notes and went around the room examining other students learning artifacts and leaving positive feedback based on sentence frames projected on the board. 

A debrief after such an event can help students process a portfolio approach and consider what is the most effective approach, not just as the creator but also as the consumer. 

The exhibition of learning gives the students sense of accomplishment and motivation. It can be a great source of metacognition as well. The same can be said for the teacher, a look at the variety and creativity gives the teacher a sense of accomplishment but also a tool to reflect on what could be better next time and what missed opportunities can be seized on in the next inquiry cycle or in subsequent years. 

As an observer in the classroom, the excitement and pride of the students were palpable. Students were smiling, engaged, and proud. I highly recommend creating these moments for students and bringing in administrators and, when possible, parents and guardians to celebrate reaching complex learning goals.


Art TEAMs is made possible a grant from the US Department of Education and by the emergent, collaborative interactions between many individuals. A deep gratitude is extended to all who participated in the experience of teaching (and learning) with emerging media and arts, including teachers (Sarah Holz, Kate Gracie, Maggie Elsner, Matt Auch Moedy, Sarah Gabelhouse, Amy Spilker, Megan Pitrat, Andrew (Mark) James, Jessi Wiltshire, Jessica Davis, Ryan Margheim, Sarah Kroenke, Katie Samson, Melissa Sellers, Casey Sorenson) for embracing ambiguity and vulnerability and expanding into new ways of seeing; administrators (Dr. Lynn Fuller) for holding space and having conversations about new ideas; museum educators (Laura Huntimer) for offering valuable educational resources; teaching artists (Cayleen Green, Fernando Montejano, Angel Geller, and Isabella Meier) for sharing their creative processes; the advisory board (Megan Elliott, Dr. Jorge Lucero, and Dr. Diana Cornejo-Sanchez) for shepherding the design and development of the program; and the research team (HyeonJin Yoon, Carrie Bohmer, Maggie Bertsche, Lorinda Rice, Mackayla Kelsey, Dr. Guy Trainin, Gretchen Larsen, Joelle Tangen, and Kimberley D’Adamo) for weaving together the many pedagogic and curricular threads of a complex tapestry.