Event owner lens
Use this record to benchmark whether a comparable event makes the work after the room visible. The score is 34/100, so the next move is to benchmark the weakest pillars before repeating the format.
mixed-format event agenda agenda analysis
2025 Conference Schedule
This mixed-format event agenda in Unknown shows 80 visible agenda rows from s2.goeshow.com and scores 34/100: a thin but inspectable design signal. The clearest public signals sit in Learning Transfer and Future-of-Work Fit; the main limits are Follow Through and Network Design. Visible mechanisms include Participant work, Feedback, 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 impact. A practical reading: For a reader, this is a comparison record more than a model to copy: it reads as a mixed-format event agenda, with the strongest visible signal in learning transfer and future-of-work fit and the biggest open question around follow through and network design. 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 thin outcome architecture band. The strongest visible pillars are Learning Transfer, Future-of-Work Fit, and Problem Specificity; the thinnest visible pillars are Follow Through, Network Design, and Personalization. Visible mechanisms include Participant work, Feedback, Network design, and Learning transfer. The extracted agenda preview includes 80 visible rows. The most common formats are Unknown, Panel, and Workshop; the most common inferred purposes are Unknown, Deliberation, and Co Creation.
Eight-pillar fingerprint
Hover any pillar to see what it measures and, where it scored low, what the agenda is missing.
Participation Architecture?31
Participation Architecture - 31/100. 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?41
Problem Specificity - 41/100. A clear costly problem, objective, decision, or performance target.
Personalization?31
Personalization - 31/100. Role, path, goal, preparation, or connection tailoring for participants.
Network Design?22
Network Design - 22/100. Structured weak ties, bridge-building, mixers, and relationship persistence.Missing: Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.
Learning Transfer?47
Learning Transfer - 47/100. Applied practice, feedback, workplace use, refreshers, and 30-90 day transfer.
Evidence Maturity?33
Evidence Maturity - 33/100. Baseline, comparison, follow-up, isolation, and attribution confidence.
Future-of-Work Fit?43
Future-of-Work Fit - 43/100. Value against time, hybrid reality, accessibility, AI, and meeting load.
Fix the gaps
Exercises matched to this agenda's weakest pillars, from the exercise library. Check each run sheet for its source and intended setting.
Follow Through (5/100)
Exercises that strengthen it: The Comfort Confession · 15% Solutions · Network Patches
Network Design (22/100)
Exercises that strengthen it: Izzat You? · Levitation · Sticks
Participation Architecture (31/100)
Exercises that strengthen it: Make a World · Awestruck 3 Minutes · Spectrum Mapping
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
2 percent of the 80 classified blocks put participants to work; the rest broadcast, show, or handle logistics. That mix is what drives the participation score.
Participant workBroadcastShowcaseLogistics
all eventSearch / FilterUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventSession Tracks Bookfair Stage Featured Panel Discussion Pro Forma Reading ReceptionPanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventWED, MAR 26UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventTHU, MAR 27UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventFRI, MAR 28UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventSAT, MAR 29UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
2:00 PM - 6:00 PMWednesday, Mar 26, 2025 PDTUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
3:00 p.mJoin AWP conference staff for a tour of the Los Angeles Convention Center. This tour will cover main event areas of the Los Angeles Convention Center and will be an opportunity to ask questions about conference accessibility. This tour is great for someone who would like to get a sense of the distances between meeting rooms and to plan easiest routes. If you are unable to make it to this . tour, please email ADA@awpwriter.org to arrange for a different time.UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventCLMP Membership MeetingUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventReceptionReceptionRelationship Building+
Format · LogisticsReceptionA social or hospitality block. Pacing and informal connection, not participant work.
Evidence basisMediumRead from source
7:30 AM - 8:45 AMThursday, Mar 27, 2025 PDTUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisMediumRead from source
all eventSober AWPUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventDickinson Quiet Space 1UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventDickinson Quiet Space 2UnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventLow-Light SpaceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventA darkened, quiet, and more private space for attendees to gather their thoughts, reset, or take a break from the lighting of the Convention Center.BreakWellbeing+
Format · LogisticsBreakA pacing or recovery block between sessions.
Evidence basisMediumRead from source
all eventLactation LoungeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventYoga for WritersUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventModerator: Jessica JohnsonUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPanel DiscussionPanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventPresenter: Steph ChaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPresenter: David BakerUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventBeyond Baroque, LA’s oldest literary institution, placed its literary archive at Cal State Dominguez Hills this year. This panel uses that acquisition as a case study for a broad discussion on preserving cultural production of literary movements. It brings together archivists, historians, institutional leaders, and bookdealers to discuss the intellectual, physical, legal, cultural, and aesthetic considerations faced by communities and individual writers in preserving archival legacies.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventPresenter: Romeo GuzmanUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventWe’re all fascinated by our cultural heritage and ancestry, but what happens when we pursue that curiosity on the page? In this panel, we will talk to established and emerging Asian American writers of fiction, YA, and nonfiction to talk about the rewards and challenges of writing about, or set in, Asia. Language and cultural barriers, taciturn parents, privilege, imposter syndrome, the commercial viability of Asian American stories versus Asian ones, and other topics will be explored.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventPresenter: Karen Tei YamashitaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventThe moderator will lead panelists in a discussion, based on their lived experiences coming from working-class origins, on their pathway to building a literary and/or academic career. Panelists will share their respective methods for navigating intellectual spaces designed and built by those who rarely see or interact with the working classes while maintaining their respective identities. Participants include people in and outside of academia and in the publishing industry.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventPresenter: Steve Bellin-OkaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventThis panel brings together a diverse panel of Latino screenwriters, cultural critics, and memoirists to explore how writing can serve as a powerful tool to challenge dominant narratives, amplify overlooked stories, and inspire collective action in troubling times. Panelists will share insights into their creative process, the joys and challenges of crafting their personal stories, and their approach to finding strength through their art.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Julissa ArceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventCreative writing spaces are largely engineered for abled bodies. Attitudes surrounding disability, illness, and neurodivergence range from reluctance to complete disregard. These writers are often romanticized, erased, or both, as the writing world has little interest in accommodating those who do not fit neatly into ableist paradigms. Our panel of exceptional authors will discuss our forthcoming anthology. In doing so, we will share our relevant experiences and suggest interventions.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Christie CollinsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPresenter: Hannah SawyerrUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPresenter: Kalilinoe DetwilerUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPresenter: Saba SoomekhUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventAWP Panel description .docxPanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventPresenter: Camille RankineUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventHow can creative writers bring their expertise to the composition classroom? This panel will discuss how women of color/genderqueer creative writers challenge “traditional” white supremacist frameworks in college-level composition courses. Panelists will discuss creative teaching strategies that center racial justice and promote supportive spaces for all voices. We will share assignments that engage collective knowledge and allow students to see the power they already possess as writers.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Cynthia GuardadoUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventModerator: Nanya JhingranUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventIn celebration of the fiftieth anniversary of Ntozake Shange’s award-winning choreopoem, for colored girls who have considered suicide / when the rainbow is enuf, this panel of choreopoets and choreopoem scholars will discuss the choreopoem legacy as a social justice mechanism. Comparing the original to current works in the genre, panelists will construct the “choreopoem universe” for audience members with readings and analyses of this Black, feminist, political genre.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Monica PrinceUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPresenter: Samah FadilUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventBIPOC adoptee writers who write against popular adoption tropes challenge deeply ingrained yet damaging narratives. Adoption is a popular literary theme, addressing what it is to be human and have a family. Yet adoption-focused writing has been dominated by adoptive parents or the adoption industry, leaving adopted people marginalized. This diverse panel of BIPOC adoptee writers will read poetry, memoir, fiction and nonfiction and discuss why and how they write to reframe the adoption narrative.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Susan Kiyo ItoUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventWith more and more writing workshops now being offered online, the traditional in-person model has had to be adapted for asynchronous and synchronous instruction. Five writing professors who have each taught on-ground and online courses for many years will discuss strategies for ensuring the online environment maintains the immediacy and intimacy of the in-person model as well as its rigor and expansiveness. They will also share strategies for managing both the instructor and student workload.WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
all eventPresenter: Brian CastleberryUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventWorks of fiction often come with a disclaimer: “Any resemblance to actual persons, places, or events is entirely coincidental,” which is almost never true. A diverse panel of four acclaimed fiction writers will discuss ways their fiction does, in fact, use actual persons, places, and incidents, and how they use these fictitiously. How does the imagination get involved? At what point does the actual become “transformative”? This panel includes an entertainment lawyer who will consider the benefits and risks of recounting some facts and fictionalizing others.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Leslie Kirk CampbellUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventGraphic of panelists.pdfPanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventCreative nonfiction exists on a spectrum from internal to external, from “I” to “eye,” but what happens when we fit these together, when we approach the internal as external, turn the “eye” toward the “I”? These writers dig deep into life’s archives to find the truth of emotion, showing us the unique value of personal research. As panelists, they’ll discuss the practicalities of researching the personal, the ethics of doing so, and the craft involved in relaying the emotional truths unearthed.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Maddie NorrisUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventAuthors of four recently published prizewinning short story collections will read from their collections and talk about the process of publishing their books through contests. These collections use games or magic to explore relationships and have won the Drue Heinz Literature Prize, the Dzanc Books Short Story Collection Prize, the Juniper Prize for Fiction, and the Katherine Anne Porter Prize. Panelists will also answer questions and share strategies for marketing short story collections.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Marian CrottyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventIn an era of digital glut, translation offers an engaging experience across cultures by literally making us think in another’s language and syntax. This panel explores translation as an art, focusing on the translator’s choices as a pathway through cultural difference and an opportunity to create new connections. Panelists will discuss balancing form and content, the cultural and political implications of translation, and how to ensure translation remains viable in the digital age.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventPresenter: Alana LevinsonUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventCopy of AWP 2025 Translation Panel.docxPanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventWriters of fragmented/nonlinear memoirs face unique challenges, from workshop feedback to finding agents, pressured to fit into “traditional” packaging to be more palatable. But this comes at high cost, especially for BIPOC writers. We write as we do because the structures often taught as “cannon” don’t serve our stories. BIPOC writers (including one who launched a publishing company) will discuss staying true to our voices. By disrupting dominant narratives, we aim to reshape the literary landscape.WorkshopCo Creation+
Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.
Evidence basisMediumRead from source
all eventPresenter: Lorena Hernandez LeonardUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventThe holes in our awareness often translate to limitations in our individual, historical, psychological, metaphorical, and cultural blind spots in both fiction and nonfiction. How do we know where the limitations are? How do we redress absences in archives, create reliable narrators, or generate narratives without witnesses? The panelists will focus on developing narrative strategies to address the losses informed by racial, colonial, migrational, temporal, and spacial gaps.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Angelique StevensUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventThis panel will engage with the topic of refuge - from the word “refugee” that embeds refuge, to the prefix “re” that speaks to the recursive idea of a past one is ever moving, or fleeing, from. The panelists represent tragicomic, fictional, lyrical, and documentary approaches to the worlds of these narratives and poems. The ethics of speaking for those who may not otherwise have a voice, as well as how the writing itself crafts multivalent notions of belonging, will be subjects of discussion.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Adrianne KalfopoulouUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventThis meeting is for all directors of AWP member programs. Please join us for a light breakfast and an informal working session with your regional representatives. AWP Board Chair January Gill O’Neil will give a welcome and briefing before the breakout discussions begin.Opening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisMediumRead from source
all eventBookfair ConcessionsUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventDisability & Contemporary PoetryUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventBookfair Stage Event Moderator: Stephen KuusistoUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventDisability and Contemporary Poetry Opening Remarks and Readings.pdfOpening RemarksOrientation+
Format · BroadcastOpening RemarksFraming or welcome from the stage. Orients the room, not participatory.
Evidence basisMediumRead from source
all eventPresenter: Sara GraefeUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all event[Event Outline - Scripting into the Apocalypse - How Screenwriters Create for Global Change Panel AWP 2025\[2\].pdf](profile.cfm?profilename=download&handoutkey=29BD6C5C-B85C-0FAB-3C5B-5064DEF2FEBD&xtemplate "Download Materials")PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Laird HarrisonUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPresenter: Jen FergusonUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventModerator: Blaise ZeregaUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPresenter: Freeman NgUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPresenter: Sarah AudsleyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPresenter: Heather GreenUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventPresenter: Montserrat Andrée CartyUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventWhat is literary translation? How does one begin? For the uninitiated, the monolingual, and the curious, translation can feel dauntingly niche. Yet it is a vital and enriching practice with the potential to connect people across the globe. In this panel, we will share our journeys of translating prose, poetry, and drama, from finding that first text to publication. We will debunk myths surrounding the craft and provide insights into how to responsibly and ethically begin translating.PanelDeliberation+
Format · BroadcastPanelExperts discuss while the audience watches. Surfaces perspective but rarely creates participant work.
Evidence basisMediumRead from source
all eventModerator: Amanda L. AndreiUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
all eventModerator: Jeffrey Thomas LeongUnknownUnknown+
Format · BroadcastUnknownFormat not classified from the source; treated as a broadcast block by default.
Evidence basisLowRead from source
The Full Reading
Why It Ranks This Way +
Calibrated from GES design 32/100 and verified 32/100 with no fourth-loop cap.
Reader Takeaway. For a reader, this is a comparison record more than a model to copy: it reads as a mixed-format event agenda, with the strongest visible signal in learning transfer and future-of-work fit and the biggest open question around follow through and network design. The practical test is whether the published agenda connects the room to post-event continuation and evidence.
Strongest signals: Learning Transfer, Future-of-Work Fit, and Problem Specificity. Weakest signals: Follow Through, Network Design, and Personalization.
How This Agenda Could Improve +
- Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.
- Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.
- 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 s2.goeshow.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, Feedback, 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.
- No baseline measurement is visible.
Score caps
- No fourth-loop score cap applied.
Review flags
- No source-backed follow-up, validation, baseline, tracking, or impact evidence.
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_2025_s2_goeshow_com_awp_annual_2025_subcommittees_cfm_2025_conference_schedule_s"><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 Unknown events scored on the same eight pillars.