We’re again in Austin for the 2026 SXSW EDU “March Insanity of Studying Traits” LIVE panel. Host Mike Palmer is joined by means of AJ Gutierrez (CEO of Equal Opportunity Schools), Jasmine Maze (Senior Managing Director at Teach for America’s Reinvention Lab), and Justin Serrano (CEO of Littera Education) to expose a bracket of 16 tendencies shaping the way forward for schooling.
The dialog strikes previous the standard AI hype to concentrate on human capital and responsibility. Justin Serrano introduces the “results economic system,” describing a shift in procurement the place college districts transfer clear of purchasing tool and towards outcomes-based contracting that holds suppliers answerable for scholar effects. AJ Gutierrez highlights the continuing efficacy of high-impact tutoring, noting that common personalization throughout the college day stays some of the carefully evaluated and a success approaches to Okay-12 restoration.
Jasmine Maze supplies a essential critique of AI as a easy productiveness engine. She argues for a focal point on “instructor potency,” which means that the usage of generation to take away administrative friction and “purchase again” time for the relational, human paintings of mentoring and grasp design. Mike Palmer rounds out the dialogue with a decision for “strategic optimism” and the significance of “unplugging” to care for inside discussion in an age of virtual distraction.
Key Takeaways:
- The Results Economic system: State departments are increasingly more adopting contracts the place as much as 40% of fee is tied to supposed scholar results.
- Redefining Potency: Potency in schooling will have to imply making extra time for the masterwork of human connection slightly than simply pressuring lecturers to do extra with much less.
- Productive Mistrust: As “AI slop” and mediocre content material grow to be ubiquitous, inexperienced persons will have to broaden “productive mistrust,” a type of important media literacy that makes use of skepticism to ensure assets and cross-reference knowledge.
- Interoperability Requirements: Tasks like Undertaking Unicorn and the EdSafe Alliance are very important for developing moral, protected, and evidence-based requirements for AI implementation in faculties.
Why Concentrate?This episode gives a front-row seat to the talk over the aim of Okay-12 schooling in an automatic global. The panel discusses why “play” is a important sandbox for fixing advanced issues and the way world views—from France to Ukraine—can lend a hand educators scale best possible practices throughout other contexts.
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Timestamps:
- [00:00] Intro: SXSW EDU 2026 and podcast historical past
- [03:11] Meet the Panelists: Littera, Reinvention Lab, and EOS
- [07:09] Justin’s Traits: The Results Economic system and SaaS Disruption
- [10:04] Defining Top-Affect Tutoring with AJ Gutierrez
- [15:54] Jasmine on AI: Trainer Potency vs. Automation Tradition
- [18:48] Mike’s Traits: Strategic Optimism and the Vibe of 2026
- [25:56] Navigating “Productive Mistrust” and AI Slop
- [32:41] Target market Q&A: Educating AI Literacy and the Function of Play
- [43:08] World Views and the Significance of Handbook Paintings
- [44:42] Remaining: AI as a “5th Component” and Pondering Spouse







