Getting beyond the Lightbulb Stage: Why AI Is Not Yet Transforming Education

Saved in:
Bibliographic Details
Title: Getting beyond the Lightbulb Stage: Why AI Is Not Yet Transforming Education
Language: English
Authors: Robin Lake, Shira Haderlein, Arizona State University (ASU), Center on Reinventing Public Education (CRPE)
Source: Center on Reinventing Public Education. 2026.
Availability: Center on Reinventing Public Education. Mary Lou Fulton Teachers College, Arizona State University. H.B. Farmer Education Building, 1050 S Forest Mall, Tempe, AZ 85281. e-mail: crpe@uw.edu; Web site: https://crpe.org/
Peer Reviewed: Y
Page Count: 11
Publication Date: 2026
Sponsoring Agency: Overdeck Family Foundation
Document Type: Reports - Research
Education Level: Elementary Secondary Education
Descriptors: Artificial Intelligence, Technology Uses in Education, Elementary Secondary Education, Public Education, Stakeholders, Technology Integration
Abstract: Artificial intelligence (AI) has the potential to radically improve how students learn, make teachers' jobs more manageable, and expand access to opportunities like more rigorous and personalized coursework. Already, students use AI regularly, while parents and teachers recognize that AI will shape both the workforce students will enter and the skills they will need to succeed in it. However, many AI-enabled interventions are not meeting either these present or future challenges. Drawing on semi-structured interviews with more than 50 informed K-12 stakeholders across ed tech, philanthropy, policy, teaching, and advocacy, this brief identifies the gaps between what AI developers are building and what students, teachers, and systems actually need. Findings show there is a profound mismatch between the supply side and the demand side, as new AI-enabled tools are entering schools and classrooms but are not being used to rethink outdated models of scheduling, staffing, or instructional design. At the same time, education leaders have not clearly defined the major challenges that they want to use AI to address, resulting in a marketplace crowded with "point solutions" that do not move the needle on improving schooling or the education system as a whole.
Abstractor: ERIC
Entry Date: 2026
Accession Number: ED682128
Database: ERIC
FullText Text:
  Availability: 0
CustomLinks:
  – Url: https://eric.ed.gov/contentdelivery/servlet/ERICServlet?accno=ED682128
    Name: ERIC Full Text
    Category: fullText
    Text: Full Text from ERIC
Header DbId: eric
DbLabel: ERIC
An: ED682128
AccessLevel: 3
PubType: Report
PubTypeId: report
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Getting beyond the Lightbulb Stage: Why AI Is Not Yet Transforming Education
– Name: Language
  Label: Language
  Group: Lang
  Data: English
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Robin+Lake%22">Robin Lake</searchLink><br /><searchLink fieldCode="AR" term="%22Shira+Haderlein%22">Shira Haderlein</searchLink><br /><searchLink fieldCode="AR" term="%22Arizona+State+University+%28ASU%29%2C+Center+on+Reinventing+Public+Education+%28CRPE%29%22">Arizona State University (ASU), Center on Reinventing Public Education (CRPE)</searchLink>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="SO" term="%22Center+on+Reinventing+Public+Education%22"><i>Center on Reinventing Public Education</i></searchLink>. 2026.
– Name: Avail
  Label: Availability
  Group: Avail
  Data: Center on Reinventing Public Education. Mary Lou Fulton Teachers College, Arizona State University. H.B. Farmer Education Building, 1050 S Forest Mall, Tempe, AZ 85281. e-mail: crpe@uw.edu; Web site: https://crpe.org/
– Name: PeerReviewed
  Label: Peer Reviewed
  Group: SrcInfo
  Data: Y
– Name: Pages
  Label: Page Count
  Group: Src
  Data: 11
– Name: DatePubCY
  Label: Publication Date
  Group: Date
  Data: 2026
– Name: SourceSuprt
  Label: Sponsoring Agency
  Group: SrcSuprt
  Data: Overdeck Family Foundation
– Name: TypeDocument
  Label: Document Type
  Group: TypDoc
  Data: Reports - Research
– Name: Audience
  Label: Education Level
  Group: Audnce
  Data: <searchLink fieldCode="EL" term="%22Elementary+Secondary+Education%22">Elementary Secondary Education</searchLink>
– Name: Subject
  Label: Descriptors
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Artificial+Intelligence%22">Artificial Intelligence</searchLink><br /><searchLink fieldCode="DE" term="%22Technology+Uses+in+Education%22">Technology Uses in Education</searchLink><br /><searchLink fieldCode="DE" term="%22Elementary+Secondary+Education%22">Elementary Secondary Education</searchLink><br /><searchLink fieldCode="DE" term="%22Public+Education%22">Public Education</searchLink><br /><searchLink fieldCode="DE" term="%22Stakeholders%22">Stakeholders</searchLink><br /><searchLink fieldCode="DE" term="%22Technology+Integration%22">Technology Integration</searchLink>
– Name: Abstract
  Label: Abstract
  Group: Ab
  Data: Artificial intelligence (AI) has the potential to radically improve how students learn, make teachers' jobs more manageable, and expand access to opportunities like more rigorous and personalized coursework. Already, students use AI regularly, while parents and teachers recognize that AI will shape both the workforce students will enter and the skills they will need to succeed in it. However, many AI-enabled interventions are not meeting either these present or future challenges. Drawing on semi-structured interviews with more than 50 informed K-12 stakeholders across ed tech, philanthropy, policy, teaching, and advocacy, this brief identifies the gaps between what AI developers are building and what students, teachers, and systems actually need. Findings show there is a profound mismatch between the supply side and the demand side, as new AI-enabled tools are entering schools and classrooms but are not being used to rethink outdated models of scheduling, staffing, or instructional design. At the same time, education leaders have not clearly defined the major challenges that they want to use AI to address, resulting in a marketplace crowded with "point solutions" that do not move the needle on improving schooling or the education system as a whole.
– Name: AbstractInfo
  Label: Abstractor
  Group: Ab
  Data: ERIC
– Name: DateEntry
  Label: Entry Date
  Group: Date
  Data: 2026
– Name: AN
  Label: Accession Number
  Group: ID
  Data: ED682128
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=ED682128
RecordInfo BibRecord:
  BibEntity:
    Languages:
      – Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 11
    Subjects:
      – SubjectFull: Artificial Intelligence
        Type: general
      – SubjectFull: Technology Uses in Education
        Type: general
      – SubjectFull: Elementary Secondary Education
        Type: general
      – SubjectFull: Public Education
        Type: general
      – SubjectFull: Stakeholders
        Type: general
      – SubjectFull: Technology Integration
        Type: general
    Titles:
      – TitleFull: Getting beyond the Lightbulb Stage: Why AI Is Not Yet Transforming Education
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Arizona State University (ASU), Center on Reinventing Public Education (CRPE)
      – PersonEntity:
          Name:
            NameFull: Robin Lake
      – PersonEntity:
          Name:
            NameFull: Shira Haderlein
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 05
              Type: published
              Y: 2026
          Titles:
            – TitleFull: Center on Reinventing Public Education
              Type: main
ResultId 1