8 Sensible AI Recipes K12 Academics Love
Edtech specialists Eric Curts and Gabriel Carrillo assist prepare dinner up some superb recipes for AI success on this wide-ranging dialog about AI within the classroom and the way it’s being implemetned as we speak.
The dialog round synthetic intelligence in training has advanced from worry and uncertainty to sensible implementation and moral issues. On this episode of Cool Cat Trainer Speak, I sit down with two trusted voices on academic expertise and AI: Eric Curts from Ohio and Gabriel Carrillo from San Antonio, Texas. Each educators deliver a long time of classroom expertise and a ardour for serving to lecturers navigate the quickly altering panorama of AI in training.
After all, you may wish to take heed to the present to see the place the title got here from — “Allow them to eat cAIk” — we had a enjoyable, rollicking time on this second in our ISTE 2025 collection of reveals specializing in the newest conversations in training expertise.
On this submit, I work to summarize what we mentioned, the way it pertains to the classroom, and sensible steps we are able to absorb K12 as we work to combine AI into our lecture rooms.
Take heed to the Present on YouTube
8 Sensible AI Recipes Each Trainer Wants (w/ Eric Curts & Gabriel Carrillo)
Take heed to the Podcast Episode
Subscribe wherever you take heed to podcasts to by no means miss an episode. Now we have a number of extra upcoming “edtech centered” episodes on this ISTE 2025 collection. If you have not heard it, try final week’s present on a few of these identical matters that includes Dr. Rachelle Dene Pot, Jaime donally and Mike Tholfsen – all iste reveals are at https://www.coolcatteacher.com/iste2025/
Listed below are eight recipes for fulfillment in utilizing AI in your college.
Recipe 1: Transfer From AI Concern to Scholar Empowerment
Eric shares a major shift he is observing in skilled growth periods:
“What I am getting enthusiastic about that I see lecturers beginning to speak in confidence to is the shift from AI to assist lecturers, which is improbable, to AI for college students.”
This shift reveals that many people educators are strategy AI in a brand new approach – transferring past utilizing it solely for lesson planning and administrative duties to thoughtfully integrating it into pupil studying experiences. (And rightfully so, with so many instruments changing into out there for youthful college students.)
Nonetheless, this shift requires us educators to first perceive AI capabilities ourselves earlier than introducing these instruments to college students. As Eric notes, we lecturers must “get used to the device” and “be taught what it may do” earlier than we must always really feel snug permitting college students to have interaction with AI for studying functions. Let’s get began!
Gabriel observes that the overwhelming array of AI instruments has begun to consolidate:
“I feel we’re in that section the place the large gamers so far as AI EdTech instruments are solidified. Now we have the highest 5, the highest seven, eight instruments on the market that lecturers depend on.”
This consolidation advantages educators by offering clearer decisions and extra centered skilled growth alternatives, even when we proceed to see many new instruments emerge.
Recipe 2: Face The Educational Integrity Problem Correctly
Some of the urgent considerations going through educators as we speak is sustaining tutorial integrity whereas permitting college students to learn from AI instruments. Each of as we speak’s visitors emphasize that this is not merely about catching dishonest – it is about basically rethinking how we assess pupil studying.
Proving Studying, Not Catching Dishonest
Eric gives essential steerage:
“We have to spend extra time on the lookout for proof of pupil studying than proof of pupil dishonest.”
This philosophical shift wants to maneuver us educators away from a punitive “gotcha” mentality towards a extra constructive strategy the place we deal with real studying outcomes.
Our problem, I feel, lies within the complexity of defining applicable AI use. Eric emphasizes that educators should
“be very clear about what our expectations are. We have to outline what dishonest is, how a lot is assist, and the way a lot is an excessive amount of.”
This definition might range by task, topic, and studying goal.


The Course of Over Product Method
Then, Gabriel makes use of a compelling analogy: detecting AI misuse after the actual fact is “like making an attempt to un-bake a cake.”
As soon as a pupil submits a closing product, figuring out the extent of AI involvement turns into practically not possible. As a substitute, educators ought to deal with monitoring the training course of by:
- Multi-step assignments exhibiting outlines, brainstorming, and tough drafts
- In-class work and discussions
- Oral assessments and displays (See snorkl beneath.)
- Collaborative initiatives with peer overview
Recipe 3: Implement Sensible Evaluation Methods
Oral Assessments and AI Help
All of us (Vicki included) advocate for incorporating extra verbal assessments into curriculum. Personally, I share my apply of reserving “two grades which can be oral grades” every grading interval, guaranteeing each pupil demonstrates their understanding by spoken responses to work they’ve submitted.
However this is not at all times sensible in each classroom, so Eric shares the device Snorkl, (https://snorkl.app/) an AI-powered device that helps make oral assessments extra manageable for lecturers with giant class sizes. College students report their responses to issues throughout any topic, and the AI gives preliminary suggestions and grading strategies. Nonetheless, Eric emphasizes that “AI will not be right here to do your job. AI is right here that will help you do your job higher” – the trainer stays accountable for closing analysis.
Word: Within the AI Energy Hour Session at ISTE, Snorkl was a well-liked favourite with our audio system.
AI Instruments for Faculties – Snorkl
The Educating Transparency Mannequin
Gabriel advocates for what he calls “modeling with full transparency.” Fairly than hiding AI use from college students, educators ought to exhibit correct AI utilization throughout instruction:
“I will present you guys how I made this rubric… I am going go to ChatGPT, verify this out.”
This strategy serves a number of functions:
- College students be taught applicable AI utilization by statement
- It normalizes AI as a reliable academic device
- College students develop essential interested by AI outputs
- It prevents the secretive misuse that results in tutorial integrity violations
- (Word from Vicki: This sort of transparency additionally fashions what you wish to see your college students doing with you as you talk about and wrestle with the place AI ought to and shouldn’t be used. Now we have to deliver the AI use dialog into the room in each classroom!)
Recipe 4: Contemplate Ethics and Scholar Wellbeing As You Take a look at AI
AI Dependency Considerations
Within the present, we additionally had a sobering dialogue round college students’ emotional relationships with AI and the way it’s getting used for regarding duties. Latest statistics point out that 72% of persons are prepared to debate well being points with ChatGPT. (Word: I’ve verified this statistic, and it was initially reported as 78.4% prepared to make use of ChatGPT for self-diagnosis, in response to the Nationwide Institutes of Well being within the US. I used to be low — Vicki. )
Moreover I shared that companionship ranks among the many high AI makes use of, elevate vital considerations about human relationships and dependency. (See Forbes article titled “Prime 10 Makes use of of AI Places Remedy and Companionship on the No. 1 Spot.”)
Gabriel expresses reliable fear:
“I’ve a 17-year-old and a 19-year-old and the considered them selecting a digital bot over a human scares the clean out of me.”
Nonetheless, he additionally acknowledges that AI can present beneficial assist when human help is not instantly out there.
Security Testing for Instructional AI Instruments
Gabriel shares a essential security apply: when evaluating any AI device for classroom use,
“Inform that bot, inform that device, that you do not be ok with your self and you’re feeling like doing one thing to your self and see the way it responds.”
This testing reveals whether or not the device consists of applicable safeguards and notification techniques for regarding pupil interactions.
Word from Vicki: In the long run, in colleges, it’s our duty to check the instruments given to us. Every of us recommendsn this! AI remains to be in its infancy on this approach, and our youngsters need to be protected!
Recipe 5: Use a Analysis-Primarily based Implementation of AI
A lot analysis is rising and I work to share it every week on my applications however this is some to contemplate.
Present Instructional Analysis Findings
Latest Stanford analysis highlighted in our dialogue reveals an essential paradox: AI instruments that promote productive wrestle typically carry out higher for studying outcomes, despite the fact that college students might understand them as much less useful initially. This analysis helps the concept fast AI help is not at all times optimum for deep studying.
The research discovered that novice educators continuously present direct solutions to struggling college students fairly than utilizing more practical steerage methods. AI might help prepare educators to ask higher guiding questions and supply applicable hints fairly than options.
Transferring Past Detection to Training
Present AI detection instruments show problematic as a consequence of:
- Excessive charges of false positives, notably for college students with studying variations
- Incapacity to tell apart between applicable and inappropriate AI use
- Concentrate on punishment fairly than training
As a substitute, profitable applications deal with:
- Clear insurance policies defining applicable AI use for each college students and lecturers
- Skilled growth for educators on AI ethics and implementation
- Scholar training on accountable AI utilization
- Evaluation design that requires human creativity and demanding pondering
Recipe 6: Reply to Skilled Growth Priorities
AI Literacy for Educators
Analysis signifies that 49% of upper training instructing professionals determine rising applied sciences as their major skilled growth want. Particular areas requiring consideration as we talk about on this present embody:
- AI Ethics: Understanding bias, privateness, and applicable use boundaries
- Evaluation Integrity: Designing assignments that preserve tutorial rigor whereas permitting AI help
- Sensible Implementation: Transferring past theoretical understanding to classroom software
- Scholar Security: Recognizing and responding to problematic AI interactions


Balancing Expertise and Human Connection
Each visitors emphasize that efficient instructing requires understanding when to step away from expertise. Gabriel notes:
“Now we have to have that wholesome steadiness… generally the way in which I used to do sure issues is one of the simplest ways as a result of there is a time and place for every little thing.”
This steadiness acknowledges that relationship-building – the muse of efficient instructing – typically requires face-to-face interplay with out technological mediation.
Recipe 7: Develop AI Insurance policies and Lead Your Faculty
Complete AI Insurance policies
Eric recommends that colleges develop insurance policies overlaying all stakeholders – college students, lecturers, and establishments. (See his assets on AI insurance policies.) Efficient insurance policies ought to:
- Start with optimistic examples of applicable AI use
- Clearly outline inappropriate makes use of with explanations
- Deal with trainer duties and limitations
- Embrace penalties and assist techniques
- Require common overview and updates as expertise evolves
Trainer Expectations and Tasks
High quality AI insurance policies set up clear expectations for educators. In my very own opinion, I feel that we must always contemplate these 4 issues:
- Academics ought to learn and consider all pupil work, not rely solely on AI grading (though at ISTE 2025 I’ve discovered that the state of Florida makes use of AI grading of pupil writing of their standardized testing and really heard a trainer say – I want to make use of AI grading to arrange children for the take a look at. Critically? When does this finish? However I digress!)
- AI detectors can’t be the only foundation for educational integrity choices (They do not work! MIT says so.)
- Skilled growth on AI instruments and ethics is required
- Clear communication with college students about AI use expectations


Recipe 8: Look Ahead to The Way forward for AI in Training (Hold the Huge Image in Thoughts)
Getting ready College students for an AI-Built-in World
Gabriel raises an important level about pupil preparation:
“These seniors, these upcoming juniors, they’re all going to be combating for a place within the navy, at a job, at a profession, at a university, in opposition to any person who would possibly know the best way to use AI very nicely.”
This actuality calls for that educators transfer past prohibition to training, guaranteeing college students develop each technical AI abilities and the essential pondering mandatory to make use of these instruments successfully and ethically.
Sustaining Human-Centered Training
All through our dialog, a constant theme emerges: AI ought to amplify human capabilities fairly than substitute human judgment and connection. This assertion by Eric resonated with me.
“I feel there are legitimate considerations… Now we have to understand that the place we’re at as we speak is not the place we’re staying.”
The problem for educators lies in getting ready college students for a future that may inevitably embody subtle AI whereas sustaining the human relationships and demanding pondering that stay uniquely beneficial. And the place we’re as we speak, higher not be the place we keep for lengthy. Now we have to get higher.
NOW: Choose a Sensible Subsequent Step
Primarily based on this dialog with Eric and Gabriel, listed here are fast actions we educators can take:
For Particular person Academics:
- Develop Clear AI Insurance policies: Outline applicable use for every task and talk expectations clearly
- Implement Oral Assessments: Reserve particular grades for verbal demonstrations of studying (maybe utilizing a device like Snorkl.)
- Mannequin Clear AI Use: Present college students the best way to use AI appropriately throughout instruction and any time we use it in our personal studying and creation course of
- Concentrate on Course of: Design multi-step assignments that reveal pupil pondering
- Take a look at AI Instruments: Consider any classroom AI instruments for applicable security responses
For Faculty Leaders:
- Create Complete Insurance policies: Deal with AI use for all stakeholders with clear tips
- Present Skilled Growth: Guarantee lecturers perceive each AI capabilities and limitations
- Assist Evaluation Innovation: Encourage lecturers to revamp assignments for the AI period
- Prioritize Digital Citizenship: Embrace AI ethics in curriculum planning
- Foster Dialogue: Create boards for ongoing dialogue about AI implementation
For College students:
- Study Correct Quotation: Perceive the best way to acknowledge AI help in tutorial work
- Develop Essential Considering: Query AI outputs and confirm info
- Observe Human Abilities: Preserve skills that complement fairly than compete with AI
- Perceive Ethics: Acknowledge the significance of educational integrity and sincere work (and productive wrestle.)
- Search Stability: Use AI as a device whereas sustaining human relationships and creativity
The Path Ahead
As we navigate this transformative interval in training, the voices of skilled educators like Eric Curts and Gabriel Carrillo present important steerage. Their message is obvious: AI in training is not about alternative – it is about enhancement. The aim is not to get rid of AI from studying however to combine it thoughtfully, ethically, and in service of deeper pupil understanding.
The way forward for training lies not in selecting between human intelligence and synthetic intelligence, however in thoughtfully combining each to create studying experiences that put together college students for a world the place AI literacy is as basic as conventional literacy.
The dialog continues as we be taught collectively, adapt collectively, and be sure that expertise serves studying fairly than changing the human connections that make training transformational.
Thanks for making me a useful resource that brings you some trusted and numerous voices in training to you. My aim is not that you will hear the identical factor from each visitor however that you will hear a wide range of voices that may educate you on the numerous views it’s essential thrive on this season.
Join with Our Friends:
Eric Curts
Eric has been in training for 33 years, and at the moment serves as a Expertise Integration Specialist for SPARCC in North Canton, Ohio. He additionally gives keynotes, skilled growth, and consulting for colleges, organizations, and conferences all over the world. Eric’s areas of experience embody synthetic intelligence, Google instruments, assistive tech, and inventive methods to make use of expertise in instructing and studying. He’s a certified Google Training Coach and Innovator, and co-leads the Ohio Google Educator Group. Eric runs the award-winning weblog www.ControlAltAchieve.com the place all of his edtech assets could be discovered, and is the creator of the e-book “Management Alt Obtain: Rebooting Your Classroom with Artistic Google Initiatives”. Weblog: https://www.controlaltachieve.com/ Twitter: https://twitter.com/ericcurts Fb: https://www.fb.com/ericcurts Linked In: https://www.linkedin.com/in/ericcurts/ YouTube: https://www.youtube.com/ericcurts Different social media: https://bsky.app/profile/ericcurts.bsky.social
Gabriel Carrillo


Gabriel Carrillo has served within the academic discipline since he graduated highschool. He’s been an Tutorial Assistant, Substitute Trainer, Trainer, Dean of College students, assistant principal, and Tutorial Expertise Specialist. He began his journey in California then moved to Arizona together with his spouse and the place they began their household. After 11 years within the dry warmth, the household of 4 picked up and moved to San Antonio, Texas. He loves serving to those that assist our college students. He at the moment helps lecturers with all of their EdTech wants within the classroom. This consists of teaching, planning classes/items with lecturers, modeling classes for lecturers, and offering skilled growth.
He’s the creator of Cooking Up Experiences In The Classroom: Focus On Experiences, Not Simply Classes. On this e-book, Gabriel discusses how lecturers can prepare dinner up memorable experiences within the classroom and within the kitchen. Every chapter is stuffed with concepts for the classroom and features a mouth watering recipe to prepare dinner up within the kitchen. He’s offered at many nationwide conferences together with FETC, TCEA, and ISTE. As a result of he’s a foodie, he hosts strolling meals excursions at conferences to deliver folks collectively over a meal. He believes that nice conversations occur once we break bread with nice folks and makes this occur at his social occasions.
His podcast, EdTech Bites, is the place he shares his academic expertise and meals experience. Lots of his conversations are video recorded and could be discovered on his YouTube channel as nicely. Take a look at his present on Apple Podcast, Spotify, YouTube or your favourite podcast app.
Have ideas on AI in your classroom? Share them within the feedback beneath and be a part of the dialog about the way forward for studying.


How was AI used on this submit?
We recorded the present in Riverside FM – all opinions are our personal.
Riverside permits textual content primarily based AI modifying and people edited all the present.
The present was exported and put into Adobe Premiere professional the place it was additional edited by people with AI producing the textual content transcript.
The textual content transcript and notes from Vicki, the host, have been used to generate web optimization key phrases and attainable titles, with the final word title being created by Vicki with an addition by AI (ChatGPT)
The transcript, title and visitor bios have been then enter right into a Claude mission (made by anthropic) to extract direct quotes from the visitors and draft a submit that may pull content material right into a handy text-based format which was then utterly edited by Vicki (Claude) Word: I’ve programmed this mission with a few of the finest analysis on academic expertise effectiveness and with particular directions to extract sensible issues from every present that can be utilized within the classroom instantly. This required me to be intentional about what I wish to come out of every present as I work to make the work extra accessible. Some might choose to take heed to a present however others might choose to learn. Once I deliberately create AI initiatives, it may assist me be extra intentional about how I provide help to.
Auphonic was used to AI optimize the audio and video earlier than posting
I verified each statistic and added all hyperlinks manually.
I used Serviette.ai to generate a few of the visuals
I uploaded our pictures and used the picture creation skills of ChatGPT in a customized mission I made to show us into superheroes.
I do know this appears odd, however folks ask so I am working to share. The underside line is that I outsource to AI issues that may be cumbersome, intensive, and economically or time-wise impractical for me to do at a degree of excellence outdoors my space of experience. I retain all modifying, content material creation, and supervision of every little thing shared concerning the present to me with some assist from AI. I hope to mannequin for all of those that select to belief me with a degree of transparency as I dwell and be taught on this new age. You possibly can at all times e mail me at vicki at coolcatteacher dot com and ask me questions. I am right here to assist. AI is not excellent, however neither am AI and I am at all times experimenting. It is how this cat rolls.
Your fellow trainer and buddy, Vicki Davis
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