Non Linear Learning - Rethinking Education for Neurodivergent Learners

In this episode, psychiatrist and researcher Dr. Eric Strobl joins Dr. Vaish Sarathy to talk about a new re-analysis of the SOARS-B trial on oxytocin and autism. While earlier studies found no clear benefit, Dr. Strobl's fine-grained, item-level analysis using machine learning uncovered consistent evidence that oxytocin can enhance social-emotional reciprocity the ability to engage, connect, and respond in social contexts. Together, they discuss: Why most autism drug trials fail to show benefit What "blunt outcome measures" really mean in clinical research How machine learning can extract signal from noise in complex data What oxytocin actually does (and doesn't do) in real life How future studies could use more nuanced, individualized measures Resources and Links Mentioned Study Discussed: Strobl E et al. (2024). "Item-Level Analysis Reveals Oxytocin Improves Social-Emotional Reciprocity in Autism Spectrum Disorder." Preprint Original SOARS-B Trial: Parker KJ et al. (2017). "A Randomized Clinical Trial of Oxytocin in Children and Adolescents with Autism Spectrum Disorder." Journal of the American Medical Association (JAMA Psychiatry) Link Related Reading: Oxytocin and Social Behavior On machine learning in psychiatry: Nature – Machine learning in mental health research Key Takeaways Oxytocin may help but not for everyone. Its most reliable effect seems to be reducing social anxiety and improving comfort in social exchanges. Measurement matters. "Blunt" outcome scales can bury meaningful results under noise. Item-level, data-driven analysis reveals nuance traditional methods miss. Autism heterogeneity is real. The same outward behavior can stem from different root causes - so future trials need precision tools, not averages. Hope through better science. New methods aren't about hype—they're about accuracy, compassion, and smarter research design. About Dr. Eric Strobl Dr. Strobl is a psychiatrist and data scientist at the University of Pittsburgh who develops innovative machine-learning algorithms to uncover hidden structure in medical data. His current work focuses on autism, neurodevelopmental conditions, and the use of AI to improve clinical trial design. About Dr. Vaish Sarathy Dr. Vaish Sarathy is a TEDx speaker, PhD chemist, educator, and mom to a non-speaking autistic teen poet with Down syndrome. She hosts the Non Linear Learning podcast and leads the Non Linear Education course for parents and educators who believe that every brain can learn, given the right way to teach. Stay Connected Instagram: @drvaishsarathy Free Guide: Turn ON Your Child's Learning Switch Join the Non Linear Education Waitlist: Get on the list here →

In this special episode, NLE student and mom of a non-speaking speller, Daria Kotenko, interviews me about the ideas behind Non Linear Education: why “readiness” is a myth, how to teach anything through interest and tolerance, and what it really means to assume intelligence aggressively. We talk about the Web vs Bridge model of learning, building sensory capacity, and how parents can make education joyful and age-appropriate in just 10–15 minutes a day. 👉 Join Non Linear Education before doors close (Friday 11:59 PM PT)

The biggest barrier in your child’s education isn’t Autism, Down syndrome, or even learning disabilities. It’s low expectations. When a 12-year-old is handed board books or toddler math, the hidden message is: “This is all I think you can do.” That belief shapes motivation, behavior, trust, and hope for the future. In this episode of Non Linear Learning, Dr. Vaish Sarathy unpacks the true cost of low expectations and shares the #1 shift to break free: speaking to your child with age appropriate language. You’ll hear: Why “presuming competence” isn’t enough How low expectations create a vicious cycle of poor behavior and lost trust ONE Simple way to change this and expand your child’s thought process 👉 Ready to raise the bar? Join Dr. Vaish for her free live webinar on How to Teach your Child ANYTHING!. Save your spot here: www.drvaishsarathy.com/learningskills.

In this edition of Non Linear Learning, Dr. Vaish Sarathy and co-host Searmi Park unpack the buzz around “productive failure”and flip it on its head for neurodivergent learners. Inspired by Manu Kapur’s work and his recent conversation on 10% Happier, Vaish and Searmi explore when failure can deepen learning, when it harms, and why the word we’re actually looking for is exploration, not failure at least for this audience. In this episode Productive failure what we think it means Why we don’t “design failure” for autistic students Parents as the ones who “fail productively” Real-life stories A challenge for listeners Key takeaways Exploration > evaluation. Our learners already face constant performance tests; they don’t need “engineered” failure. Hold the bar high, detach from outcomes. You can keep rigor and still protect nervous systems. Make the “failure” yours. Parents and educators can iterate on the environment, task, and supports instead of labeling the child. Build a web, not a bridge. Let detours teach the terrain. Resources & Links Book: Productive Failure: Unlocking Deeper Learning Through the Science of Failing by Manu Kapur Podcast that sparked this convo: 10% Happier with Dan Harris “Let’s Normalize Failure (The Right Kind) | Manu Kapur.” (Spotify) Try this at home (Quarterly Challenge) Pick one stretch experience your child “can’t do”—museum hour, library time, a short concert, a new trail, and scaffold it respectfully (sensory-wise, regulation-wise). Debrief afterwards: What worked? What needs one tweak? What surprised you? About your hosts Dr. Vaish Sarathy — TEDx speaker, PhD educator, creator of Non Linear Education, and mom to a non-speaking autistic poet with Down syndrome. Searmi Park — Concertmaster, Eugene Symphony; founder of Autism Mustang Alliance; mom to a non-speaking autistic young adult. Support the show 💌 Get the free guide: Turn ON your child’s learning switch 🎓 Join the Non Linear Education waitlist ⭐ If this episode helped, please leave a 5-star review—and if it didn’t… maybe skip the review this time 😉

In this episode of Nonlinear Learning, we challenge the conventional path parents often take when preparing children with disabilities for higher education. We discuss why focusing solely on life skills, physical independence, and basic academics can leave students unprepared for the real demands of college. Instead, I outline the true foundation that fosters genuine readiness for higher education and guess what - there is a key factor there - MOTIVATION. How do we build that? Tune in to learn more. You’ll discover: Why physical independence, while valuable, doesn’t guarantee college readiness. How fluent academic communication—whether through speech, AAC, or spelling-based systems—unlocks learning potential. and more... Links & Resources: Join the waitlist for the Nonlinear Education Learn more about Dr. Vaish Sarathy

One of the biggest hurdles in disability education is the Insistence on Completion / Perfection. In this episode, Dr. Vaish Sarathy breaks down the one rule that every parent and educator of disabled children needs to hear: Progress in Learning requires gaps. And refusing to move forward until every milestone is mastered is the fastest route to stagnation. She uses the lens of game theory to map out a “payoff matrix” that compares the risks of moving forward (even when skills are shaky) to the devastating cost of waiting. Spoiler: the risks of progressing are minimal. The potential payoff? Life-changing. You can sign up for the waitlist for Vaish's path breaking course: Non Linear Education here: www.drvaishsarathy.com/nonlineareducation Drop a queestion for Vaish to answer at nonlinearlearningpodcast@gmail.com

Is your child's speech meaningful? In this unfiltered episode of Non Linear Learning, co-hosts Dr. Vaish Sarathy and Searmi Park talk about the difference between speech and language, and why that may be everything in educating our kids with disabilities. Here's what they talk about: Why scripting and echolalia aren’t proof of limited cognition The danger of over-labeling learners as "gestalt processors" How presumed competence starts where speech ends Why academics—not behavior—is the best way to detect intention This is the episode for you if you’ve ever wondered: Is my child’s speech meaningful? How do I know if they understand but can’t express it? What should I do when I don’t know what’s motor, comprehension, or behavior? 👉 If this episode made you think or gave you hope, please leave a review so others can find us. It makes all the difference.