Quoted Impact
Quoted Impact
Testimonials and feedback from partners - useful for reports, presentations, and morale!
May 5, 2026 - Nancy (via AS:DE round-up) — “bot-able”
“Is my problem bot-able?”
Context: Surfaced during the May 5 AS:DE round-up while discussing the Flash Lab vs. Build-a-Bot framing. Nancy’s coined phrase “bot-able” landed as a clean, useful framing for the Build-a-Bot value proposition: not “can AI solve this” but “is this problem the right shape for a bot?” — captures the under-the-hood-fluency goal where participants leave feeling they belong in the room designing AI, not just consuming it.
Tags: [QUOTED IMPACT] [NUGGET] — Build-a-Bot framing language
Apr 23, 2026 - Cyan DeVeaux (Dancing through Time Seed Grant)
Cyan expressed how helpful it was to “just talk to somebody outside the project and have a sounding board.”
Context: Seed-grant check-in with Cyan (4th-yr PhD, VHIL). Cyan named the value of having an external thought partner for her dissertation study design — recruitment, dialogue/captioning in Unity, study iteration. Surfaced again during the AS:DE end-of-month wrap-up (Apr 27) as evidence the low-touch sounding-board role is landing for grantees.
Tags: [QUOTED IMPACT] [SOUNDING-BOARD] [CHECK-IN] — seed-grant support, value of “outside the project” perspective
Mar 20, 2026 - Elizabeth Schumann (HarmonAI / Cheddar Speakerphone Adapter)
“WOW!!!!! This looks amazing!!! I could not love it more!!! And what brilliant solutions to the various puzzles!”
Context: Elizabeth Schumann (Billie Bennett Achilles Director of Keyboard Programs, Stanford Music) reacting to Reuben’s final version of the Cheddar cat speakerphone adapter — a 3D-printed holder for the Anker PowerConf speaker used in HarmonAI sessions. Reuben designed a magnetic latch mechanism, multi-color ear attachments, and bottom tabs for power/Bluetooth access. Chengyi Xing will print during Spring Break for Leslie Hart to use in Spring Quarter.
Tags: [QUOTED IMPACT] [CO-CREATE] [BOOST] - HarmonAI, 3D printing/prototyping, cross-department collaboration (Music + Accelerator Studio)
Mar 17, 2026 - Andy Hock (Build-a-Bot / CTE Conference)
“Everyone was able to navigate the platform. I think people really got a lot out of the revelation that their experience on an AI was designed.”
Context: Andy Hock (Eugene 4J School District, Oregon) independently adapted Reuben’s Build-a-Bot slide deck and ran a session at a CTE teacher conference in February 2026. Reported that the wide variety of tech-savvy folks all navigated the platform successfully. Interesting finding: “the two youngest people in the room identified themselves as AI critics.” Andy adapted the materials himself — a clear multiplier moment. His adapted deck: Google Slides
Tags: [QUOTED IMPACT] [MULTIPLIER] [SCALE-MOMENT] - Build-a-Bot independently facilitated by external educator, platform accessibility validated, train-the-trainer model working in the wild
Mar 16, 2026 - Rachel Wolf (AI + Ag Education / Flash Lab)
Rachel “loved it” — she thought [designkit.stanford.edu] was “exactly the scaffolding that would work” for the AI + K-12 ag education grant.
Context: During Rachel + Reuben chat, Reuben shared the Flash Lab toolkit (designkit.stanford.edu) as a model for how Rachel’s USDA-funded aquaponics/AI education project could scaffold hands-on AI exploration for upper elementary and middle school students. Rachel immediately saw the fit — problem-first design thinking applied to agricultural science, not just tech.
Tags: [QUOTED IMPACT] [MULTIPLIER] [SPARK] - Flash Lab format traveling to new domain (ag education), USDA grant connection, 4-H partnership potential
~2025 - Cathy Chase (AI Comic Studio)
“You really re-invigorated the project with this. It had stalled.”
Context: Cathy’s reaction after Reuben built a working prototype of AI Comic Studio from a vague hallway ask by Dan Schwartz (Dec 2024). The prototype turned a stalled research idea into an active study with school deployments. Exact quote not captured — paraphrased from memory.
Tags: [QUOTED IMPACT] [STUDIO-BUILD] [CO-CREATE] - AI Comic Studio, Research infrastructure, Prototype-to-study pipeline
Mar 13, 2026 - Rachel Wolf (VFT / OpenAI Moderation Review)
“This is all SUPER helpful to know. Thank you so much for doing such a thorough review.”
Context: Email response to Reuben’s deep dive into OpenAI’s API moderation policies for the VFT (Virtual Field Trips) platform. Reuben researched whether the moderation bot architecture could get their API account flagged, and provided a full architecture recommendation with policy citations.
Tags: [QUOTED IMPACT] [ADVISE] [TOOLBOX] - VFT, AI safety/moderation, Technical review
Mar 13, 2026 - Rachel Wolf (VFT / GSE Dissemination)
“Putting our use case aside for a sec, I bet there are plenty of folks in the GSE who would find this very useful. Do you have thoughts on putting this information out somewhere to make it more widely accessible to the GSE?”
Context: Same OpenAI moderation thread — Rachel recognized that Reuben’s moderation policy research had value beyond the VFT project and suggested disseminating it across the Graduate School of Education. Unprompted suggestion that the work should reach a wider audience.
Tags: [QUOTED IMPACT] [RIPPLE] [VALUE-VISIBLE] - VFT, AI safety/moderation, GSE-wide impact
Mar 13, 2026 - Rachel Wolf (VFT / Student Safety)
“This is all making me feel much better about using this with kiddos :)”
Context: Same thread — after reading Reuben’s full moderation architecture recommendation (Moderation API → custom classifier → human review queue), Rachel expressed increased confidence in deploying AI tools with K-12 students. The research directly addressed safety concerns that could have been a blocker for the project.
Tags: [QUOTED IMPACT] [ADVISE] [BOOST] - VFT, AI safety with minors, Unblocking adoption
Mar 13, 2026 - Sarah Williams-Habibi (VFT / Moderator Bot)
“Thank you so much digging into AI moderation and sending this our way!! I’ve learned so much already!!”
Context: Email response after Reuben sent the AI Comic Studio moderator bot code and architecture to Sarah for adaptation into the VFT platform. Sarah is the technical lead working with Howard on VFT’s AI feedback implementation.
Tags: [QUOTED IMPACT] [TOOLBOX] [LEVEL-UP] - VFT, AI Comic Studio code reuse, Cross-project knowledge transfer
Mar 13, 2026 - Sarah Williams-Habibi (VFT / OpenAI Moderation)
“SO many thank yous!!! Thank you for looking into all of this!!”
Context: Same thread — Sarah’s response to the full OpenAI moderation policy review. She followed up with detailed technical questions about the architecture (three-stage API calls, moderation flagging UX, safety_identifier implementation), showing deep engagement with the material.
Tags: [QUOTED IMPACT] [ADVISE] [BOOST] - VFT, AI moderation architecture, Technical consultation
Mar 3, 2026 - Wen (MyBook App)
“It’s quite amazing that not only you made it almost exactly as what I had in mind, but also went above and beyond for a sustainable app that people can continue their journey after the 12 training modules.”
Context: Email from Wen after testing the MyBook app prototype — a 12-module training program app Reuben built for her. She highlighted that the app exceeded her vision by including sustainability features for continued use beyond the core modules.
Tags: [QUOTED IMPACT] [CO-CREATE] [BOOST] - MyBook, prototyping
Mar 3, 2026 - Dr. Elizabeth Schumann (HarmonAI / Speakerphone Adapter)
“Wow, thank you! It’s an elegant solution; I love it! This is so exciting!”
Context: Email response to Reuben’s progress update on the 3D-printed latch mechanism for the HarmonAI speakerphone adapter. Dr. Schumann is the Billie Bennett Achilles Director of Keyboard Programs at Stanford. The adapter integrates a speakerphone into the Cheddar robot model used by the HarmonAI seed grant project.
Tags: [QUOTED IMPACT] [BOOST] [CO-CREATE] - HarmonAI seed grant, 3D prototyping
Mar 3, 2026 - Dr. Leslie Hart (HarmonAI / Speakerphone Adapter)
“Thanks so much for the update and your time on this! What a great solution!”
Context: Same email thread — Dr. Hart replying to the speakerphone adapter latch mechanism progress update. Part of the HarmonAI seed grant team alongside Elizabeth Schumann and Chengyi Xing.
Tags: [QUOTED IMPACT] [BOOST] [CO-CREATE] - HarmonAI seed grant, 3D prototyping
Feb 10, 2026 - Courtney Garza (TCEA 2026 / Build-a-Bot)
“Here I am, just before stepping on stage at #TCEA2026 to share how educators can build their own AI chatbot!”
Context: LinkedIn post from Courtney Garza, a Build-a-Bot trained facilitator who completed training and then took the initiative to register, submit a session, and deliver a Build-a-Bot workshop at TCEA 2026 (major Texas education technology conference) on her own. Workshop covered system prompts, “looking under the hood” of AI tools, and applying skills across ChatGPT/Gemini/Claude/CoPilot/MagicSchool. Used bit.ly/humble-build-a-bot. Tagline: “Making AI to Make Sense of AI.”
Tags: [QUOTED IMPACT] [MULTIPLIER] [RIPPLE] - Build-a-Bot scaling, Independent facilitator at external conference
Feb 9, 2026 - Dr. Fatma Al-Dohani (Oman Ministry of Education)
“Your presence, professionalism, and thoughtful contributions added great value.”
Context: Thank-you email from Dr. Fatma Al-Dohani (Science Experts Program Lead, SIPTT, Ministry of Education, Oman) following the ICTP 2026 Oman Hackathon workshop. She also accepted the invitation to visit Stanford.
Tags: [QUOTED IMPACT] [VALUE-VISIBLE] - Oman Hackathon, International Partnership
Feb 4, 2026 - Oman Session (Speaker Unknown)
“Effort is a tax on change.”
Context: From a session during the Oman hackathon trip on educational change and teacher adoption. The full framing: we focus on pedagogical intent but not on the effort it takes the teacher to implement. When effort rises, practice falls. Ask: “What is the effort tax?”
Tags: [QUOTED IMPACT] [REFRAME] - Teacher adoption, Change management
Jan 29, 2026 - Dr. Marily Oppezzo (Health Coach Bot)
“Ahhhh Reuben You’re SO AWESOME for doing this!! I’m SUPER stoked to do this with you.”
Context: Email response after discovering Reuben’s Build-a-Bot Health Coach prototype — had been buried in her inbox during an intense R01 grant submission (14-hour days). Marily is Instructor of Medicine at Stanford Prevention Research Center, married to Dan Schwartz (GSE dean).
Tags: [QUOTED IMPACT] [SPARK] [CO-CREATE] - Health Coach Bot, cross-School of Medicine collaboration
Jan 29, 2026 - Vanessa Monterosa (NewSchools Venture Fund)
“I flew back home saying ‘I made a thing!’”
Context: Describing her experience at the AI Flash Lab during the EdTech Impact Summit. First time doing something like this since 2014 - woke up a dormant feeling of being a builder/creator.
Tags: [QUOTED IMPACT] - Flash Lab, External Partner
Jan 21, 2026 - Elizabeth Schumann (HarmonAI)
“The way you have shepherded these projects has been so great. We are so grateful to bounce ideas, ask questions when we get stuck, and have you check in with us. We really appreciate it.”
Context: End of HarmonAI check-in meeting. Reflects on AS team’s ongoing support of seed grant projects.
Tags: [QUOTED IMPACT] - Seed Grants, Team Support
reference/quoted-impact.md