Event owner lens
Use this record to benchmark whether a comparable event makes the work after the room visible. The score is 25/100, so the next move is to benchmark the weakest pillars before repeating the format.
broadcast-heavy conference agenda analysis
2026 MLA Annual Convention - Session recordings
This broadcast-heavy conference in Technology / AI / Startup shows 80 visible agenda rows from mla.confex.com and scores 25/100: a weak visible outcome architecture. The clearest public signals sit in Future-of-Work Fit and Evidence Maturity; the main limits are Follow Through and Participation Architecture. Visible mechanisms include Participant work, Network design, and Learning transfer. The public record does not show follow-up or tracking, so the score should be read as design intent rather than durable... A practical reading: For a reader, this is mainly a warning or source-evidence record: it reads as a broadcast-heavy conference, with the strongest visible signal in future-of-work fit and evidence maturity and the biggest open question around follow through and participation architecture. The practical test is whether the published agenda connects the room to post-event continuation and evidence. This page is an original public-evidence analysis, not a copy of the source agenda or an endorsement of the event. The score places the visible agenda in the weak visible effectiveness evidence band. The strongest visible pillars are Future-of-Work Fit, Evidence Maturity, and Problem Specificity; the thinnest visible pillars are Follow Through, Participation Architecture, and Personalization. Visible mechanisms include Participant work, Network design, and Learning transfer. The extracted agenda preview includes 160 visible rows. The most common formats are Presentation, Unknown, and Workshop; the most common inferred purposes are Knowledge Transfer, Unknown, and Participant Work.
Eight-pillar fingerprint
Hover any pillar to see what it measures and, where it scored low, what the agenda is missing.
Participation Architecture?20
Participation Architecture - 20/100. Participant work, contribution, interaction, and alternatives to passive broadcast.Missing: Turn passive airtime into participant work: practice, sensemaking, decisions, critique, or artifact creation.
Follow Through?5
Follow Through - 5/100. Owners, dates, commitments, progress checks, and accountability after the room.Missing: Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
Problem Specificity?33
Problem Specificity - 33/100. A clear costly problem, objective, decision, or performance target.
Personalization?22
Personalization - 22/100. Role, path, goal, preparation, or connection tailoring for participants.Missing: Create role-based paths, prepared questions, tailored breakouts, or participant-specific next steps.
Network Design?30
Network Design - 30/100. Structured weak ties, bridge-building, mixers, and relationship persistence.
Learning Transfer?27
Learning Transfer - 27/100. Applied practice, feedback, workplace use, refreshers, and 30-90 day transfer.
Evidence Maturity?45
Evidence Maturity - 45/100. Baseline, comparison, follow-up, isolation, and attribution confidence.
Future-of-Work Fit?46
Future-of-Work Fit - 46/100. Value against time, hybrid reality, accessibility, AI, and meeting load.
Fix the gaps
Field-tested exercises matched to this agenda's weakest pillars, from the exercise library.
Follow Through (5/100)
Exercises that strengthen it: Mental Toughness Workshop • WorkshopBank · 15% Solutions • WorkshopBank · Network Patches
Participation Architecture (20/100)
Exercises that strengthen it: Make A World · Awestruck 3 Minutes · Spectrum Mapping
Personalization (22/100)
Exercises that strengthen it: Journey Mapping • WorkshopBank · Group Energiser & Perspective-Changing Exercise - Paradigm... · Photo Storytelling
Agenda Preview
The actual agenda we captured. Every block is classified by format and purpose. Open any block to see how we read it; the colored edge shows whether it is participant work, broadcast, logistics, or a showcase.
Room vs wrapper
1 percent of the 160 classified blocks put participants to work; the rest broadcast, show, or handle logistics. That mix is what drives the participation score.
Participant workBroadcastShowcaseLogistics
12:00 PM - 1:15 PMSession will be held virtually Session will be recorded On-Demand content available for viewingWorkshopKnowledge transfer+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
12:00 PM - 1:15 PM15 Global Hispanophone SoundscapesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM17 Comparative Comfort Women StudiesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM19 Enlightenment Exchanges: France in the Eastern MediterraneanPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM26 Agency through Objects: The Role of Materiality in Literature and Art Depicting WomenPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM28 German Orientalism from the OutsidePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM31 Challenging Anthropocentrism through the Representation of Nonhuman Animals in Latin American LiteraturePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM35 Global Care Chains in SpainPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM36 (Re)Thinking AI on Language Pedagogy: Discourses of Resemblances and DisparitiesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:45 PM - 3:00 PM59 Exiled Literatures: Women, Displacements, and Archives in the Global Hispanic WorldPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:45 PM - 3:00 PM63 Cross-Talk: Pedagogical Approaches to South Asian Literature and Connections across CulturesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:45 PM - 3:00 PM66 Automation, AI, and the Future of Contingent Teaching: What’s Next?PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:45 PM - 3:00 PM67 Writing in the Margins: The Freedom of Scholarly Work in Nondisciplinary SpacesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PM83 Settler Colonialism, Palestine, and the Digital HumanitiesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PM92 Exploring Exile, Archival Erasure, and Women’s Resistance in Latin American LiteraturePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PM93 Rethinking Connections between Latin American Colonial and Dutch Atlantic WorldsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PM100 Inside Special Collections: Tips and Strategies to Make the Most of Special Collections in Teaching and ResearchPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PMJust in Time: How to Teach in Game StudiesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PMJust in Time: Reimagining the Public Humanities IncubatorPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PMJust in Time: Representations of the Economy in Victorian LiteraturePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM48 Cuerpos Furiosos: Travesti-Trans Politics in Revolt across the AmericasPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM103 Genealogies of Unapologetic Chicana Feminist Activism and ProvocationPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM[110 [Canceled] CLCS Global South General Business Meeting](Session/23437)PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM126 Reimagining Methodologies in Afro-Hispanic and African Spanish Literary StudiesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM128 Precarity and Protest: What Can I Actually Do?PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM131 Teaching and Research with the MLA International BibliographyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
7:00 PM - 8:15 PM135 Teaching Transnational East Asia in Comparative ContextsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
7:00 PM - 8:15 PM142 Innovative and High-Impact Initiatives in Comparative Literature and Interdisciplinary ProgramsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
7:00 PM - 8:15 PM145 Negotiating Gender, Virtue, and Domesticity in Medieval Italian and Ming Chinese NovellasPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
7:00 PM - 8:15 PM146 Adapting RacePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
7:00 PM - 8:15 PM154 Unwriting the Mother: Literary and Theoretical Disruptions in Latin AmericaPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
7:00 PM - 8:15 PM156 Rereading Guimarães Rosa in the Twenty-First CenturyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
7:00 PM - 8:15 PMJust in Time: Comics in Times of GenocidePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
7:45 PM - 8:30 PMSession will be held virtually Session will be recordedPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
7:45 PM - 8:30 PMFriday, 9 January 2026 Friday, 9 January 2026PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30 AM - 9:45 AM166 Trauma and Resistance: Reinterpreting Socialist Legacies in Postsocialist Chinese Literature and CulturePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30 AM - 9:45 AM175 Recentering Diaspora in the Twenty-First CenturyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30 AM - 9:45 AM179 When Do We Need to Know What Is AI and What Is Student Writing? How Can We Know?PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30 AM - 9:45 AM183 The Holocaust in a Global Context through Intermedial, Temporal, and Decolonial LensesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30 AM - 9:45 AM189 Dutch Studies Transnationalism in Progress: Policy, Education, and ResearchPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:15 AM - 11:30 AM208 Onomastic Rhetoric: Acts of Naming in Real and Imagined WorldsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:15 AM - 11:30 AM209 Early Modern Women’s ViolencePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:15 AM - 11:30 AM212 TC Popular Culture General Business MeetingPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:15 AM - 11:30 AM218 Cognitive Care in Narrative MedicinePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:15 AM - 11:30 AM229 The Evolving Role of AI in Language and Literature PedagogyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:15 AM - 11:30 AMJust in Time: Forms of Suffering: Literary Tragedy in an Age of Political ViolencePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:15 AM - 11:30 AMJust in Time: Virtual One-on-One MentoringPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM234 West African Popular Fiction in Transition: Past, Present, and PublicationPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM251 Futurity in Hebrew Culture and CriticismPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM252 New Books in Indigenous Literatures and Indigenous StudiesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM254 “We the People” in Fairy Tales, Folklore, and MythologyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM257 Portugal for Whom? Colonial Legacies, Cultural Identities, and the Struggle for BelongingPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM[259 [Canceled] Community-Based Language Schools Today: New Challenges, New Solutions](Session/23275)PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PM265 Beyond Exploitation: Reimagining Departments without Adjunct PrecarityPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PMJust in Time: The Current Battle to Redefine Criminal Intent: What Literary Criticism Can ContributePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:45 PM - 3:00 PM278 Diasporic Translations and the Resemblances of Reproduction: Authorship, Adaptation, and Affective LaborWorkshopParticipant work+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisParticipant work is implied by the formatInferred from format
1:45 PM - 3:00 PM282 Disability, Belonging, and FamilyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:45 PM - 3:00 PM286 Remediating German OrientalismPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
1:45 PM - 3:00 PM292 Queering South Asian LiteraturePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PM303 Beyond Realism in African LiteraturePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PM304 Technology and Late-Nineteenth- and Early-Twentieth-Century American LiteraturePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PM308 Arab American Family DynamicsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PM319 Gender Undone: Film, Identity, and Embodied Transgression in Transitional East AsiaPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PM322 Global Kinship: Opening Boundaries of Thinking in the Climate HumanitiesPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PM326 Female Identities beyond Stigmas: Girls and Women in Latin American CulturePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
3:30 PM - 4:45 PM[336 [Canceled] Designing Your Future: A Primer for Graduate Students](Session/22999)PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM343 South Asian FuturismsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM349 LLC Francophone General Business MeetingPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM353 Family Resemblances: Tracing Lineages, Kinships, and Inherited Practices in PerformancePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM356 The Autotheory of bell hooksPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM363 Navigating the AI Frontier: Pedagogical Innovations and Implications in Language and Literature EducationPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:15 PM - 6:30 PM364 Digital Humanities, AI, and Teaching the ComediaPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
5:45 PM - 6:30 PMSaturday, 10 January 2026 Saturday, 10 January 2026PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30 AM - 9:45 AM393 Mediterranean RacializationPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30 AM - 9:45 AM398 Beyond Blood: Defying Family Resemblances and Rewriting LegacyPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30 AM - 9:45 AM404 Designing Literary Education: From the Secondary Classroom to Higher Education and BeyondPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
8:30 AM - 10:15 AM374 “The Palestinian Hamlet”: Transnational Islamic Writings in Contemporary Postcolonial Muslimah LiteraturePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:15 AM - 11:30 AM421 Paul Claudel et les tourmentes de l’histoirePresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:15 AM - 11:30 AM[427 [Canceled] Political Poetry Right Now](Session/23323)PresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
10:15 AM - 11:30 AM429 Contemporary Hungarian Women Writers and DirectorsPresentationKnowledge transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisNo participant output visible from this rowRead from source, no work signal
12:00 PM - 1:15 PMSession will be held virtually Session will be recorded On-Demand content available for viewingPresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM15 Global Hispanophone SoundscapesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM17 Comparative Comfort Women StudiesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM19 Enlightenment Exchanges: France in the Eastern MediterraneanUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM26 Agency through Objects: The Role of Materiality in Literature and Art Depicting WomenUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM28 German Orientalism from the OutsideUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM31 Challenging Anthropocentrism through the Representation of Nonhuman Animals in Latin American LiteraturePresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM35 Global Care Chains in SpainUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM36 (Re)Thinking AI on Language Pedagogy: Discourses of Resemblances and DisparitiesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:45 PM - 3:00 PM59 Exiled Literatures: Women, Displacements, and Archives in the Global Hispanic WorldUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:45 PM - 3:00 PM63 Cross-Talk: Pedagogical Approaches to South Asian Literature and Connections across CulturesPresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
1:45 PM - 3:00 PM66 Automation, AI, and the Future of Contingent Teaching: What’s Next?UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:45 PM - 3:00 PM67 Writing in the Margins: The Freedom of Scholarly Work in Nondisciplinary SpacesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PM83 Settler Colonialism, Palestine, and the Digital HumanitiesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PM92 Exploring Exile, Archival Erasure, and Women’s Resistance in Latin American LiteratureUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PM93 Rethinking Connections between Latin American Colonial and Dutch Atlantic WorldsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PM100 Inside Special Collections: Tips and Strategies to Make the Most of Special Collections in Teaching and ResearchUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PMJust in Time: How to Teach in Game StudiesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PMJust in Time: Reimagining the Public Humanities IncubatorUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PMJust in Time: Representations of the Economy in Victorian LiteraturePresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM48 Cuerpos Furiosos: Travesti-Trans Politics in Revolt across the AmericasUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM103 Genealogies of Unapologetic Chicana Feminist Activism and ProvocationUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM[110 \[Canceled\] CLCS Global South General Business Meeting](Session/23437)PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM126 Reimagining Methodologies in Afro-Hispanic and African Spanish Literary StudiesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM128 Precarity and Protest: What Can I Actually Do?UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM131 Teaching and Research with the MLA International BibliographyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
7:00 PM - 8:15 PM135 Teaching Transnational East Asia in Comparative ContextsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
7:00 PM - 8:15 PM142 Innovative and High-Impact Initiatives in Comparative Literature and Interdisciplinary ProgramsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
7:00 PM - 8:15 PM145 Negotiating Gender, Virtue, and Domesticity in Medieval Italian and Ming Chinese NovellasUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
7:00 PM - 8:15 PM146 Adapting RaceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
7:00 PM - 8:15 PM154 Unwriting the Mother: Literary and Theoretical Disruptions in Latin AmericaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
7:00 PM - 8:15 PM156 Rereading Guimarães Rosa in the Twenty-First CenturyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
7:00 PM - 8:15 PMJust in Time: Comics in Times of GenocideUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
7:45 PM - 8:30 PMSession will be held virtually Session will be recordedPresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
7:45 PM - 8:30 PMFriday, 9 January 2026 Friday, 9 January 2026UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:30 AM - 9:45 AM166 Trauma and Resistance: Reinterpreting Socialist Legacies in Postsocialist Chinese Literature and CultureUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:30 AM - 9:45 AM175 Recentering Diaspora in the Twenty-First CenturyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:30 AM - 9:45 AM179 When Do We Need to Know What Is AI and What Is Student Writing? How Can We Know?UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:30 AM - 9:45 AM183 The Holocaust in a Global Context through Intermedial, Temporal, and Decolonial LensesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:30 AM - 9:45 AM189 Dutch Studies Transnationalism in Progress: Policy, Education, and ResearchUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:15 AM - 11:30 AM208 Onomastic Rhetoric: Acts of Naming in Real and Imagined WorldsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:15 AM - 11:30 AM209 Early Modern Women’s ViolenceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:15 AM - 11:30 AM212 TC Popular Culture General Business MeetingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:15 AM - 11:30 AM218 Cognitive Care in Narrative MedicineUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:15 AM - 11:30 AM229 The Evolving Role of AI in Language and Literature PedagogyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:15 AM - 11:30 AMJust in Time: Forms of Suffering: Literary Tragedy in an Age of Political ViolenceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:15 AM - 11:30 AMJust in Time: Virtual One-on-One MentoringUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM234 West African Popular Fiction in Transition: Past, Present, and PublicationUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM251 Futurity in Hebrew Culture and CriticismUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM252 New Books in Indigenous Literatures and Indigenous StudiesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM254 “We the People” in Fairy Tales, Folklore, and MythologyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM257 Portugal for Whom? Colonial Legacies, Cultural Identities, and the Struggle for BelongingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM[259 \[Canceled\] Community-Based Language Schools Today: New Challenges, New Solutions](Session/23275)PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
12:00 PM - 1:15 PM265 Beyond Exploitation: Reimagining Departments without Adjunct PrecarityUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
12:00 PM - 1:15 PMJust in Time: The Current Battle to Redefine Criminal Intent: What Literary Criticism Can ContributeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:45 PM - 3:00 PM278 Diasporic Translations and the Resemblances of Reproduction: Authorship, Adaptation, and Affective LaborUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:45 PM - 3:00 PM282 Disability, Belonging, and FamilyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:45 PM - 3:00 PM286 Remediating German OrientalismUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
1:45 PM - 3:00 PM292 Queering South Asian LiteratureUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PM303 Beyond Realism in African LiteratureUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PM304 Technology and Late-Nineteenth- and Early-Twentieth-Century American LiteratureUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PM308 Arab American Family DynamicsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PM319 Gender Undone: Film, Identity, and Embodied Transgression in Transitional East AsiaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PM322 Global Kinship: Opening Boundaries of Thinking in the Climate HumanitiesUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PM326 Female Identities beyond Stigmas: Girls and Women in Latin American CultureUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:30 PM - 4:45 PM[336 \[Canceled\] Designing Your Future: A Primer for Graduate Students](Session/22999)PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM343 South Asian FuturismsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM349 LLC Francophone General Business MeetingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM353 Family Resemblances: Tracing Lineages, Kinships, and Inherited Practices in PerformanceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM356 The Autotheory of bell hooksUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM363 Navigating the AI Frontier: Pedagogical Innovations and Implications in Language and Literature EducationUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
5:15 PM - 6:30 PM364 Digital Humanities, AI, and Teaching the ComediaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
5:45 PM - 6:30 PMSaturday, 10 January 2026 Saturday, 10 January 2026UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:30 AM - 9:45 AM393 Mediterranean RacializationUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:30 AM - 9:45 AM398 Beyond Blood: Defying Family Resemblances and Rewriting LegacyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:30 AM - 9:45 AM404 Designing Literary Education: From the Secondary Classroom to Higher Education and BeyondUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
8:30 AM - 10:15 AM374 “The Palestinian Hamlet”: Transnational Islamic Writings in Contemporary Postcolonial Muslimah LiteratureUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:15 AM - 11:30 AM421 Paul Claudel et les tourmentes de l’histoireUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
10:15 AM - 11:30 AM[427 \[Canceled\] Political Poetry Right Now](Session/23323)PresentationKnowledge Transfer+
Format · BroadcastPresentationSpeakers present, the audience receives. Awareness only unless paired with practice or follow-up.
Evidence basisMediumRead from source
10:15 AM - 11:30 AM429 Contemporary Hungarian Women Writers and DirectorsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
The Full Reading
Why It Ranks This Way +
Calibrated from GES design 28/100 and verified 28/100 with no fourth-loop cap.
Reader Takeaway. For a reader, this is mainly a warning or source-evidence record: it reads as a broadcast-heavy conference, with the strongest visible signal in future-of-work fit and evidence maturity and the biggest open question around follow through and participation architecture. The practical test is whether the published agenda connects the room to post-event continuation and evidence.
Strongest signals: Future-of-Work Fit, Evidence Maturity, and Problem Specificity. Weakest signals: Follow Through, Participation Architecture, and Personalization.
How This Agenda Could Improve +
- Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
- Turn passive airtime into participant work: practice, sensemaking, decisions, critique, or artifact creation.
- Create role-based paths, prepared questions, tailored breakouts, or participant-specific next steps.
Fastest next move: Add named owners, dated next steps, and a visible continuation path before treating the event as outcome-ready.
Role-Specific Reading +
Sponsor lens
Look beyond exposure. Strong sponsor value would show qualified interaction, problem work, buyer learning, customer evidence, or follow-up. The practical sponsor move is to look for structured introductions, buyer-seller fit, and relationship persistence.
Designer lens
The agenda is useful as a pattern sample from mla.confex.com. Redesign attention should go first to the lowest-scoring pillars; in practice, turn the thinnest agenda blocks into participant work.
Executive lens
Treat the visible agenda as an operating plan. The executive move is to require owners, dates, and evidence before treating the event as strategic. If owners, proof, and follow-through are not visible, the public record does not yet prove strategic movement.
Aggregator lens
Treat the source URL as evidence, not decoration. The data-product move is to label the source boundary clearly before ranking the record before ranking or syndicating the record.
What GES Means Here +
The Gathering Effectiveness Score is a strict 0-100 public-evidence reading of the agenda across eight pillars. It rewards visible participant work, follow-through, transfer, network design, and proof mechanisms more than polish, speaker fame, attendance, or satisfaction.
Visible mechanisms: Participant work, Network design, Learning transfer.
Evidence boundary: Scores reflect visible agenda/source evidence and should not be read as proof of causal event impact.
Limitations, Score Caps, and Review Flags +
Limitations
- No visible follow-up, progress monitoring, or longitudinal tracking.
- Passive stage formats dominate the visible agenda.
- No baseline measurement is visible.
Score caps
- No fourth-loop score cap applied.
Review flags
- Agenda is useful as a source record but weak as evidence of gathering effectiveness.
- No source-backed follow-up, validation, baseline, tracking, or impact evidence.
- No tracking, validation, feedback, or impact measurement found in the visible source text.
- Original category was unknown; publication category is inferred.
Is this proof the event worked? +
No. This is a strict public-evidence reading of the agenda. Proof would require baseline, comparison, follow-up, attribution, and impact evidence beyond the listing.
What should a reader inspect first? +
Start with the source URL, then compare the eight pillar scores against the agenda rows. The biggest opportunities usually sit in follow-through, evidence maturity, and participant work.
Why publish weak records? +
Weak records are part of the map. They show where public agendas still describe sessions and speakers more often than outcomes, commitments, transfer, or proof.
How should I use the rows? +
Read the agenda rows as the visible design trace: formats, purposes, and evidence labels show what the public source made inspectable, not everything that happened in the room. This is a source-grounded interpretation of the public agenda record, not a copy of the source, and not an endorsement of the event.
Embed the verified badge +
This record is in the hand-verified gold set. Copy the snippet below to embed the verified badge on your own site.
<a href="https://unitedwetransform.com/events/evt_2026_2026_mla_annual_convention_session_recordings_mla_confex_com"><img src="https://unitedwetransform.com/badge/ges-verified.svg" alt="GES verified by United We Transform" height="40"></a>Where To Go Next
Compare this agenda against other Technology / AI / Startup events scored on the same eight pillars.